Publications
Filter Publications: 2021 - 2023
Books
Books: 6
2022
- , Electricity Production from Renewables, book, on 2022, Springer [bibTex]
2021
- , Introdução às Álgebras de Operadores, book, on 2021, IST - Press [bibTex]
- , Digital Anatomy: Applications of Virtual, Mixed and Augmented Reality, book, May. 2021, Springer Nature [bibTex]
- , Machine Learning - A Journey to Deep Learning, book, Feb. 2021, World Scientific [bibTex]
Book Chapters: 16
2022
- , Comprehending Algorithmic Design, chapter of Computer-Aided Architectural Design. Design Imperatives: The Future is Now, to appear on 2022, Springer Nature Singapore Pte Ltd. [bibTex]
- , Prediction of Gene and Genomic Regulation in Candida Species, Using the PathoYeastract Database: A Comparative Genomics Approach, chapter of Yeast Functional Genomics. Methods in Molecular Biology, May. 2022, Humana [bibTex]
2021
- , A Control Approach to Energy Supply–Demand Markets, chapter of 15th European Workshop on Advanced Control and Diagnosis, Dec. 2021, Springer Nature Switzerland AG [bibTex] [PDF]
- , Political Opinions on the Past Web, chapter of In The Past Web, to appear on 2021, Springer [bibTex]
- , Legislative Debates in the Portuguese Assembleia da República, chapter of In The Politics of Legislative Debates, to appear on 2021, Oxford University Press [bibTex]
- , Model order reduction: basic concepts and notation, chapter of Model order reduction Volume 1 - System and Data-Driven Methods and Algorithms, Dec. 2021, De Gruyter [bibTex]
- , Efficient model reduction of myelinated compartments as port-Hamiltonian systems, chapter of Scientific Computing in Electrical Engineering, Dec. 2021, Springer [bibTex] [PDF]
- , Model order reduction: basic concepts and notation, chapter of Model Order Reduction Volume 1 System and Data-Driven Methods and Algorithms, Nov. 2021, De Gruyter [bibTex]
- , Post-processing methods for passivity enforcement, chapter of Model Order Reduction Volume 1 System and Data-Driven Methods and Algorithms, Nov. 2021, De Gruyter [bibTex]
- , A Fala como PII (Personally Identifiable Information), chapter of Política do Medo Ou o mundo de hoje entre a privacidade e a segurança, Oct. 2021, Universidade Católica Editora [bibTex]
- , Privacy in Paralinguistic and Extralinguistic Tasks for Health Applications, chapter of Voice Biometrics: Technology, Trust and Security, Oct. 2021, The Institution of Engineering and Technology (IET) [bibTex]
- , Towards Conscious Enterprises: The Role of Enterprise Engineering in Realizing Living Sciences Paradigms into Management Sciences, chapter of Engineering the Transformation of the Enterprise, Sep. 2021, Springer [bibTex]
- , SnLocate: A Location-Based Routing Protocol for Delay-Tolerant Networks, chapter of Intelligent Technologies for Internet of Vehicles. Internet of Things (Technology, Communications and Computing), Jun. 2021, Springer, Cham [bibTex]
- , Artificial Intelligence Applications in Stroke, chapter of Precision Medicine in Stroke, May. 2021, Springer Nature [bibTex]
- , Mathematically Developing Building Facades: An Algorithmic Framework, chapter of Eloy S., Leite Viana D., Morais F., Vieira Vaz J. (eds) Advances in Science, Technology & Innovation: Formal Methods in Architecture Proceedings of the 5th International Symposium on Formal Methods in Architecture (5FMA), Lisbon 2020, Jan. 2021, Springer Nature Switzerland [bibTex]
Articles
International Journal Articles: 245
2022
- , "Sequencing matters": Investigating suitable action sequences in robot-assisted autism therapy, article in Frontiers in Robotics and AI vol. 9 pp. 784249, to appear on 2022 [DOI Article link] [bibTex]
- , “Using brain inspired principles to unsupervisedly learn good representations for visual pattern recognition”, article in Neurocomputing, to appear on 2022 [bibTex]
- , A Survey on Blockchain Interoperability: Past, Present, and Future Trends, article in ACM Computing Surveys, to appear on 2022, ACM [bibTex]
- , A Survey on Business Process View Integration: Past, Present, and Future Applications to Blockchain, article in Business Process Management Journal, to appear on 2022, World Scienti c Publishing Company [bibTex]
- , Algorithmic Design in Virtual Reality, article in Architecture vol. 2 (1) pp. 31-52, to appear on 2022, MDPI [Article] [DOI Article link] [bibTex]
- , An Interval Type-2 Fuzzy Ontological Similarity Measure, article in IEEE ACCESS, to appear on 2022, IEEE [bibTex]
- , Assessing Robustness in Multimodal Transportation Systems: A case study in Lisbon, article in European Transport Research Review, to appear on 2022 [bibTex]
- , Cache-Oblivious Hilbert Curve based Blocking-Scheme for Matrix Transposition, article in Transactions on Mathematical Software, to appear on 2022, ACM [DOI Article link] [bibTex]
- , Digital Representation Methods: The Case of Algorithmic Design, article in Frontiers of Architectural Research, to appear on 2022, KeAi Publishing, Elsevier [Article] [bibTex]
- , Early Prediction of Students Final Grades in a Gamified Course, article in Transactions on Learning Technologies, to appear on 2022, IEEE [bibTex] [PDF]
- , Effects of sliding window variation in the performance of acceleration-based Human Activity Recognition using Deep Learning models, article in PeerJ Computer Science, to appear on 2022 [bibTex]
- , Fault-Tolerant 3-Phase VSI based on a Modified Impedance Source Boost Inverter, article in IEEE Transactions on Industry Applications, to appear on 2022 [bibTex] [PDF]
- , Group'n Route: An Edge Learning-based Clustering and Efficient Routing Scheme Leveraging Social Strength for the Internet of Vehicles, article in IEEE Transactions on Intelligent Transportation Systems, to appear on 2022, IEEE [Article] [DOI Article link] [bibTex]
- , Hermes: Fault-tolerant middleware for blockchain interoperability, article in Future Generation Computer Systems, to appear on 2022 [bibTex]
- , Improved direct torque control strategy for reducing torque ripple in switched reluctance motors, article in Journal of Power Electronics pp. 1-11, to appear on 2022 [DOI Article link] [bibTex]
- , Introducing UniCorT: A University Course Timetabling Tool, article in Journal of Scheduling, to appear on 2022, Springer [DOI Article link] [bibTex]
- , Leveraging hierarchy in multimodal generative models for effective cross-modality inference, article in Neural Networks vol. 146 pp. 238-255, to appear on 2022 [DOI Article link] [bibTex]
- , LINES: muLtImodal traNsportation rEsilience analySis, article in Sustainability, to appear on 2022, MDPI [bibTex]
- , MIRES: Intrusion Recovery for Applications based on Backend-as-a-Service, article in , to appear on 2022, IEEE [bibTex]
- , MIRES: Intrusion Recovery for Applications based on Backend-as-a-Service, article in IEEE Transactions on Cloud Computing, to appear on 2022 [bibTex] [PDF]
- , Navigating Design Spaces: Finding Designs, Design Collections, and Design Subspaces, article in International Journal of Architectural Computing, to appear on 2022, SAGE [Article] [DOI Article link] [bibTex]
- , Omega: a Secure Event Ordering Service for for the Edge, article in Omega: a Secure Event Ordering Service for for the Edge. IEEE Transactions on Dependable and Secure Computing, to appear on 2022 [bibTex]
- , PhyloMissForest: a random forest framework to construct phylogenetic trees with missing data, article in BMC Genomics, to appear on 2022, Springer Nature [bibTex]
- , Sketching Algorithmic Design, article in Journal of Architectural Engineering, to appear on 2022, ASCE Library [bibTex]
- , Statically Detecting Vulnerabilities by Processing Programming Languages as Natural Languages, article in IEEE Transactions on Reliability, to appear on 2022, IEEE [Article] [bibTex]
- , VeilGraph: Incremental Graph Stream Processing, article in Journal of Big Data, to appear on 2022, Springer [bibTex]
- , Wasmati: An Efficient Static Vulnerability Scanner for WebAssembly, article in Computers & Security pp. 102745, to appear on 2022, Elsevier [Article] [DOI Article link] [bibTex]
- , Water Consumption Pattern Analysis Using Biclustering: When, Why and How, article in Water, to appear on 2022, MDPI [DOI Article link] [bibTex]
- , AcX: system, techniques, and experiments for Acronym eXpansion, article in Proceedings of the VLDB Endowment, Sep. 2022, VLDB Endowment [bibTex] [PDF]
- , Flexible RAN Slicing for Mobile Wireless Networks, article in Journal of Network and Systems Management vol. 30 (66) pp. 1-44, Aug. 2022, Springer [Article] [DOI Article link] [bibTex]
- , Compiling for Vector Extensions with Stream-based Specialization, article in IEEE Micro, Jul. 2022, IEEE [bibTex]
- , Decoupling GPGPU voltage-frequency scaling for deep-learning applications, article in Journal of Parallel and Distributed Computing vol. 165 pp. 32-51, Jul. 2022, Elsevier [DOI Article link] [bibTex] [PDF]
- , DNA methylation fingerprint of hepatocellular carcinoma from tissue and liquid biopsies, article in Scientific Reports, Jul. 2022 [DOI Article link] [bibTex]
- , Kidney cancer biomarker selection using regularized survival models, article in Cells, Jul. 2022 [bibTex]
- , Mobile CRM development for real estate agents, article in Property Management vol. 40 (4), Jul. 2022, Emerald [Article] [DOI Article link] [bibTex]
- , What are Airbnb hosts advertising? A longitudinal essay in Lisbon, article in Consumer Behavior in Tourism and Hospitality, Jul. 2022, Emerald [bibTex]
- , Associative Analysis of Inefficiencies and Station Activity Levels in Emergency Response, article in International Journal of Geo-Information, Jun. 2022 [bibTex]
- , DeepData: Machine Learning in the Marine Ecosystems, article in Expert Systems With Applications, Jun. 2022 [bibTex]
- , Efficient Design of Low Bitwidth Convolutional Neural Networks on FPGA with Optimized Dot Product Units, article in ACM Transactions on Reconfigurable Technology and Systems pp. 36, Jun. 2022, ACM [bibTex] [PDF]
- , Route choice estimation in rail transit systems using smart card data: handling vehicle schedule and walking time uncertainties, article in European Transport and Research Review (ETRR), Jun. 2022 [bibTex]
- , Usability, acceptance, and educational usefulness study of a new haptic operative dentistry virtual reality simulator, article in Computer Methods and Programs in Biomedicine vol. 221, Jun. 2022 [DOI Article link] [bibTex]
- , Usability, acceptance, and educational usefulness study of a new haptic operative dentistry virtual reality simulator, article in Computer Methods and Programs in Biomedicine vol. 221, Jun. 2022 [DOI Article link] [bibTex]
- , A practical review of the public policies used to promote the implementation of PV technology in Smart-Grids: The case of Portugal, article in Energies, May. 2022 [DOI Article link] [bibTex]
- , Constraint-based Electoral Districting Using a New Compactness Measure: an application to Portugal, article in Computers and Operations Research, May. 2022, Elsevier [bibTex]
- , Control Transition Mode from Voltage Control to MPPT for PV Generators in Isolated DC Microgrids, article in International Journal of Electrical Power and Energy Systems vol. 137 pp. 1-15, May. 2022, Elsevier [DOI Article link] [bibTex] [PDF]
- , Cooperation and Learning Dynamics under Wealth Inequality and Diversity in Individual Risk, article in Journal of Artificial Intelligence Research (in press), May. 2022 [bibTex]
- , Delegation to autonomous agents promotes cooperation in collective-risk dilemmas, article in Scientific Reports, May. 2022, Nature-Springer (in press) [bibTex]
- , Impact of forecasting models errors in a peer-to-peer energy sharing market, article in Energies, May. 2022, MDPI [Article] [DOI Article link] [bibTex]
- , On the challenges of predicting treatment response in Hodgkin’s Lymphoma using transcriptomic data, article in BMC Genomics, May. 2022, BioMed Central Ltd [bibTex]
- , Unified Posit/IEEE-754 Vector MAC Unit for Transprecision Computing, article in IEEE Transactions on Circuits and Systems II: Express Briefs vol. 69 (5) pp. 2478-2482, May. 2022, IEEE [DOI Article link] [bibTex] [PDF]
- , A Review of the Impact of Hydrogen Integration in Natural Gas Distribution Networks and Electric Smart Grids, article in Energies, Apr. 2022 [DOI Article link] [bibTex]
- , A suspension technique for efficient large-scale cancer organoid culturing and perturbation screens, article in Scientific Reports vol. 12, Apr. 2022 [Article] [DOI Article link] [bibTex]
- , Boolean function metrics can assist modelers to check and choose logical rules, article in Journal of Theoretical Biology vol. 538 pp. 111025, Apr. 2022, Elsevier [DOI Article link] [bibTex]
- , Building Inspection System Software Based on Expert Knowledge, article in Journal of Performance of Constructed Facilities vol. 36 (2), Apr. 2022 [bibTex]
- , Grid Current Unbalance Compensation Using a Fuzzy Controlled Smart Transformer, article in Electric Power Systems Research, Apr. 2022, Elsevier [DOI Article link] [bibTex]
- , Model Order Determination: A Multi-Objective Evolutionary Neural Network Scheme, article in Springer Nature Computer Science vol. 252 (3) pp. 3:252 1-13, Apr. 2022, Springer [DOI Article link] [bibTex]
- , Multiple Modularity Topology for Smart Transformers Based on Matrix Converters, article in IET Electric Power Applications, Apr. 2022, IET [bibTex]
- , NTT Architecture for a Linux-ready RISC-V Fully-Homomorphic Encryption Accelerator, article in Transactions on Circuits and Systems I, Apr. 2022, IEEE [bibTex] [PDF]
- , On-Board Processing of Synthetic-Aperture Radar Backprojection Algorithm in FPGA, article in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing pp. 13, Apr. 2022, IEEE [bibTex] [PDF]
- , A Review of Synthetic-Aperture Radar Image Formation Algorithms and Implementations: A Computational Perspective, article in Remote Sensing vol. 14 (5) pp. 34, Mar. 2022, MDPI [Article] [DOI Article link] [bibTex]
- , A Versatile Model for Estimating the Fuel Consumption of a Wide Range of Transport Modes, article in Energies, Mar. 2022 [DOI Article link] [bibTex]
- , Benchmark Evaluation of Counterfactual Algorithms for XAI: From a White Box to a Black Box, article in Artificial Intelligence Review, Mar. 2022, Springer [bibTex]
- , Composing Music Inspired by Sculpture: A Cross-Domain Mapping and Genetic Algorithm Approach, article in Entropy vol. 24 (4) pp. 468-491, Mar. 2022, MDPI (https://www.mdpi.com/journal/entropy) [DOI Article link] [bibTex]
- , Enrichment analysis on regulatory subspaces: a novel direction for the superior description of cellular responses to SARS-CoV-2, article in Computers in Biology and Medicine, Elsevier, Mar. 2022, Elsevier [bibTex]
- , Near real-time management of appliances, distributed generation and electric vehicles for demand response participation, article in Integrated Computer-Aided Engineering, Mar. 2022, IOS Press [Article] [DOI Article link] [bibTex]
- , Social Grouping Algorithm Aided Maximum Power Point Tracking Scheme for Partial Shaded Photovoltaic Array, article in Energies vol. 15 (15) pp. 2105, Mar. 2022, MDPI [DOI Article link] [bibTex] [PDF]
- , SRXSecure Data Backup and Recovery for SGX Applications, article in IEEE Access (10) pp. 35901 - 35918, Mar. 2022, IEEE [DOI Article link] [bibTex]
- , "What-Where" sparse distributed invariant representations of visual patterns, article in Neural Computing and Applications vol. 34 pp. 6207-6214, Feb. 2022 [DOI Article link] [bibTex]
- , A Distributed Monte Carlo Based Linear Algebra Solver Applied to the Analysis of Large Complex Networks, article in Future Generation Computer Systems vol. 127 pp. 320-330, Feb. 2022 [Article] [bibTex]
- , A Four-Leg Matrix converter based hybrid distribution transformer for smart and resilient grids, article in Electric Power Systems Research, Feb. 2022, Elsevier [bibTex]
- , Graph integration of structured, semistructured and unstructured data for data journalism, article in Information Systems vol. 104, Feb. 2022, Elsevier [bibTex]
- , Impact of metrics on biclustering solution and quality: a review, article in Pattern Recognition, Feb. 2022, Elsevier [bibTex]
- , IPOscore: an interactive web-based platform for postoperative surgical complications analysis and prediction in the oncology domain, article in Computer Methods and Programs in Biomedicine, Feb. 2022, Elsevier [bibTex]
- , Low-Delay and Low-Cost Sigma-Delta Adaptive Controller for Active Noise Control, article in Circuits, Systems, and Signal Processing, Feb. 2022, Springer [DOI Article link] [bibTex]
- , Optimal price subsidies under uncertainty, article in European Journal of Operational Research, Feb. 2022, Elsevier [DOI Article link] [bibTex]
- , Performance optimization of the MGB hydrological model for multi-core and GPU architectures, article in Environmental Modelling & Software vol. 148 pp. 105271, Feb. 2022, Elsevier [bibTex]
- , PV Generator-Fed Water Pumping System Based on a SRM with a Multilevel Fault-Tolerant Converter, article in Energies vol. 15 (3) pp. 1-19, Feb. 2022 [DOI Article link] [bibTex]
- , ROSIE: RObust Sparse ensemble for outlIEr detection and gene selection in cancer omics data, article in Statistical Methods in Medical Research, Feb. 2022 [DOI Article link] [bibTex]
- , A Novel Deep Learning Approach Using Contextual Embeddings for Toponym Resolution, article in ISPRS International Journal of Geo-Information vol. 11 (1), Jan. 2022, MDPI [Article] [DOI Article link] [bibTex] [PDF]
- , Automatic Recognition of the General-Purpose Communicative Functions defined by the ISO 24617-2 Standard for Dialog Act Annotation, article in Journal of Artificial Intelligence Research (JAIR) vol. 73 pp. 397-436, Jan. 2022, AAAI Press [Article] [DOI Article link] [bibTex] [PDF]
- , Blockchain-based Transactive Energy Framework for Connected Virtual Power Plants, article in IEEE Transactions on Industry Applications, Jan. 2022 [DOI Article link] [bibTex]
- , Compensation of Unbalanced Low-Voltage Grids Using a Photovoltaic Generation System with a Dual Four-Leg, Two-Level Inverter, article in Electronics, Jan. 2022 [DOI Article link] [bibTex]
- , Energy transition process and community engagement: the case of Culatra Island (Ria Formosa, Portugal), article in Renewable Energy Journal, Jan. 2022, Elsevier [DOI Article link] [bibTex]
- , Fault-Tolerant Multilevel Converter to Feed a Switched Reluctance Machine, article in Machines vol. 10 (1) pp. 1-19, Jan. 2022 [DOI Article link] [bibTex]
- , Hermes: Fault-tolerant middleware for blockchain interoperability, article in Future Generation Computer Systems vol. 129 pp. 236-251, Jan. 2022 [DOI Article link] [bibTex]
- , Learning low-dimensional semantics for music and language via multi-subject fMRI, article in Neuroinformatics, Jan. 2022, Springer [Article] [DOI Article link] [bibTex]
- , Modeling and evaluation of dispatching policies in IaaS cloud data centers using SANs, article in Sustainable Computing: Informatics and Systems vol. 33, Jan. 2022, Elsevier [DOI Article link] [bibTex]
- , Operation of a Technical Virtual Power Plant Considering Diverse Distributed Energy Resources, article in IEEE Transactions on Industry Applications, Jan. 2022 [DOI Article link] [bibTex]
- , Range Minimum Queries in Minimal Space, article in Theoretical Computer Science, Jan. 2022, Elsevier [bibTex] [PDF]
- , System on Chip (SoC) for Invisible Electrocardiography (ECG) Biometrics, article in Sensors vol. 22, Jan. 2022, MDPI [DOI Article link] [bibTex]
- , Using Neural Encoder-Decoder Models with Continuous Outputs for Remote Sensing Image Captioning, article in IEEE Access, Jan. 2022, IEEE [bibTex] [PDF]
2021
- , A Multilevel Converter Topology for a STATCOM System Based on Four-Leg Two-Level Inverters and Cascaded Scott Transformers2, article in IEEE Transactions on Power Delivery, to appear on 2021 [DOI Article link] [bibTex] [PDF]
- , A practical succinct dynamic graph representation, article in Information and Computation, Dec. 2021, Elsevier [Article] [DOI Article link] [bibTex]
- , A Reconfigurable Posit Tensor Unit with Variable-Precision Arithmetic and Automatic Data Streaming, article in Journal of Signal Processing Systems vol. 93 (12) pp. 1365--1385, Dec. 2021, Springer [DOI Article link] [bibTex] [PDF]
- , A Space-Based ADS-B Demonstration CubeSat Mission, article in International Journal of Satellite Communications and Networking, Dec. 2021, Wiley [bibTex]
- , A Symbiotic Organism Search-Based Selective Harmonic Elimination in a Switched Capacitor Multilevel Inverter, article in Energies vol. 15 (1) pp. 89, Dec. 2021, MDPI [DOI Article link] [bibTex] [PDF]
- , An FPGA Implementation of the Log-MAP Algorithm for a Dirty Paper Coding CODEC, article in Circuits, Systems, and Signal Processing vol. 40 pp. 1905–1925, to appear on 2021, Springer [DOI Article link] [bibTex]
- , An immersive educational tool for dental implant placement: A study on user acceptance, article in , to appear on 2021 [Article] [DOI Article link] [bibTex]
- , Analyzing Twitter networks using graph embeddings: an application to the British case, article in Journal of Computational Social Science, to appear on 2021 [DOI Article link] [bibTex]
- , Breast cancer surgery with augmented reality, article in The Breast, to appear on 2021 [DOI Article link] [bibTex]
- , Carbon emissions and renewables’ share in the future Iberian power system, article in Inventions, Dec. 2021 [DOI Article link] [bibTex]
- , Closing the Gender Gap in Legislative Debates: The Role of Gender Quotas, article in Political Behavior, to appear on 2021 [DOI Article link] [bibTex]
- , Controlling Camera Movement in VR Colonography, article in Virtual Reality, Dec. 2021, SpringerNature [DOI Article link] [bibTex] [PDF]
- , Counterfactuals and causability in explainable artificial intelligence: Theory, algorithms, and applications, article in Information Fusion vol. 81, Dec. 2021, Elsevier [Article] [DOI Article link] [bibTex] [PDF]
- , Coupling sparse Cox models with clustering of longitudinal transcriptomics data for trauma prognosis, article in BioData Mining, to appear on 2021 [bibTex]
- , Deep Learning for Toponym Resolution: Geocoding Based on Pairs of Toponyms, article in ISPRS International Journal of Geo-Information vol. 10 (12), to appear on 2021 [DOI Article link] [bibTex]
- , Distributed and Decentralized Orchestration of Containers on Edge Clouds, article in Journal of Grid Computing, to appear on 2021, Springer [DOI Article link] [bibTex]
- , Distributed inverse optimal control for discrete-time nonlinear multi-agent systems, article in IEEE Control Systems Letters vol. 5 (6) pp. 2096-2101, Dec. 2021, IEEE [DOI Article link] [bibTex] [PDF]
- , Eliciting fairness in N-player network games through degree-based role assignment, article in Complexity pp. 20, to appear on 2021, Hindawi [bibTex] [PDF]
- , Exact Hypervolume Subset Selection Through Incremental Computations, article in Computers & Operations Research vol. 136 pp. 15, Dec. 2021, Elsevier [DOI Article link] [bibTex]
- , GALENO: Computer Aided System for Modeling, Monitoring and Control in Anesthesia, article in Advanced Control for Applications: Engineering and Industrial Systems vol. 3 (4), Dec. 2021, Wiley [DOI Article link] [bibTex] [PDF]
- , Geospatial Data Disaggregation through Self-Trained Encoder–Decoder Convolutional Models, article in ISPRS International Journal of Geo-Information. vol. 10 (9), to appear on 2021 [DOI Article link] [bibTex]
- , Hurry Up, We Need to Find the Key! How Regulatory Focus Design Affects Children’s Trust in a Social Robot, article in Frontiers in Robotics and AI vol. 197, Dec. 2021 [bibTex]
- , Hybrid PLC and LoRaWAN Smart Metering Networks: Modeling and Optimization, article in IEEE Transactions on Industrial Informatics, to appear on 2021, IEEE [DOI Article link] [bibTex]
- , Implementation and Analytics of the Distributed Eco-Driving Simulation iCO2, article in IEEE Access vol. 9 pp. 36252-36265, to appear on 2021, IEEE [bibTex]
- , Integrative Analysis of Multimodal Traffic Data: Addressing Open Challenges using Big Data Analytics in the City of Lisbon, article in European Transport Research Review (ETRR), Dec. 2021 [bibTex]
- , Introductory review of energy-efficiency in buildings retrofits, article in Energies, Dec. 2021 [DOI Article link] [bibTex]
- , IOb-Cache: A High-Performance Configurable Open-Source Cache, article in Algorithms (14) pp. 20, to appear on 2021, MDPI [DOI Article link] [bibTex]
- , Mining pre-surgical patterns able to discriminate post-surgical outcomes in the oncological domain, article in IEEE Journal of Biomedical and Health Informatics, to appear on 2021, IEEE EMBS [bibTex]
- , Modeling Epidemic Routing: Capturing Frequently Visited Locations While Preserving Scalability, article in IEEE Transactions on Vehicular Technology, to appear on 2021 [bibTex] [PDF]
- , Motion Envelopes: Unfolding Longitudinal Rotation Data from Walking Stick-Figures, article in Computer Methods in Biomechanics and Biomedical Engineering, to appear on 2021 [DOI Article link] [bibTex]
- , Multi-Conductor Line Models for Harmonic Load-Flow Calculations in LV Networks with High Penetration of PV Generation, article in IEEE Journal of Modern Power Systems and Clean Energy, to appear on 2021 [DOI Article link] [bibTex]
- , Occupancy Detection and Prediction from Electricity Consumption Data in Smart Homes: Application to a Portuguese Case-Study, article in Intelligent Buildings International, to appear on 2021 [bibTex]
- , On How to Incorporate Public Sources of Situational Context in Descriptive and Predictive Models of Traffic Data, article in European Transport Research Review (ETRR), Dec. 2021 [bibTex]
- , On the predictability of postoperative complications for cancer patients: a Portuguese cohort study, article in BMC Medical Informatics and Decision Making, to appear on 2021 [bibTex]
- , Predicting postoperative complications in cancer patients: A survey bridging classical and machine learning contributions to postsurgical risk analysis, article in Cancers, MDPI, to appear on 2021 [bibTex]
- , Quantum-like Gaussian Mixture Model, article in Soft Comuting, to appear on 2021 [DOI Article link] [bibTex]
- , Retargeting Tensor Accelerators for Epistasis Detection, article in IEEE Transactions on Parallel and Distributed Systems pp. 15, to appear on 2021, IEEE [bibTex]
- , Revealing semantic and emotional structure of suicide notes with cognitive network science, article in Scientific Reports, to appear on 2021 [bibTex]
- , Sanare: Pluggable Intrusion Recovery for Web Applications, article in IEEE Transactions on Dependable and Secure Computing, Dec. 2021, IEEE [DOI Article link] [bibTex] [PDF]
- , Self-powered proton detectors based on GaN core-shell p-n microwires”, article in Applied Physics Letters 118, to appear on 2021 [DOI Article link] [bibTex]
- , Small Longest Tandem Scattered Subsequences., article in Sci. Ann. Comput. Sci. vol. 31 (1) pp. 79-110, to appear on 2021 [Article] [DOI Article link] [bibTex]
- , Sparse motion fields for trajectory prediction, article in Pattern Recognition vol. 110 pp. 107631, to appear on 2021, Elsevier [bibTex] [PDF]
- , Sustainability Requirements of Digital Twin-Based Systems: A Meta Systematic Literature Review, article in Applied Sciences vol. 11 (5519), to appear on 2021, MDPI [DOI Article link] [bibTex]
- , Teaching Multiple Inverse Reinforcement Learners, article in Frontiers in Artificial Intelligence vol. 27, to appear on 2021 [DOI Article link] [bibTex]
- , The impact of electric vehicles’ market expansion on wholesale electricity price–The case of Lithuania, article in Case Studies on Transport Policy, to appear on 2021 [DOI Article link] [bibTex]
- , Towards better subtitles: A multilingual approach for punctuation restoration of speech transcripts, article in Expert Systems with Applications vol. 186 pp. 115740, Dec. 2021 [DOI Article link] [bibTex]
- , Using a Multi-Criteria Model to Assess the Suitability of Potential Sites to Implement Off-Grid Solar PV Projects in South America, article in Sustainability vol. 13 (14), to appear on 2021 [DOI Article link] [bibTex]
- , Zoom Discrete Spectral Correlation Function, with Application to Cyclostationary Signal Detection, article in Digital Signal Processing, Dec. 2021, Elsevier [bibTex] [PDF]
- , Electrical Load Demand Forecasting Using Feed-Forward Neural Networks, article in Energies, Nov. 2021, MDPI [DOI Article link] [bibTex]
- , eWOM for public institutions: application to the case of the Portuguese Army. Social Network Analysis and Mining, article in Social Network Analysis and Mining vol. 11 (1) pp. 118, Nov. 2021 [Article] [DOI Article link] [Supplementary Material] [bibTex]
- , Fault Detection in PV Tracking Systems Using an Image Processing Algorithm Based on PCA, article in Energies vol. 14 pp. 1-18, Nov. 2021 [DOI Article link] [bibTex]
- , Impact of Vehicle Charging on Portugal’s National Electricity Load Profile in 2030, article in Utilities Policy, Nov. 2021 [DOI Article link] [bibTex]
- , Recent Developments on Hydrogen Production Technologies: State-of-the-Art Review with a Focus on Green-Electrolysis, article in Applied Sciences, Nov. 2021 [DOI Article link] [bibTex]
- , Simple convolutional based models: are they learning the task or the data?, article in Neural Computation vol. 1 (17), Nov. 2021 [DOI Article link] [bibTex]
- , Towards an Internet-Scale Overlay Network forLatency-Aware Decentralized Workflows at the Edge, article in Computer Networks, Nov. 2021, Elsevier [DOI Article link] [bibTex]
- , Use of Learning Mechanisms to Improve the Condition Monitoring of Wind Turbine Generators: A Review, article in Energies vol. 14 (21) pp. 7129, Nov. 2021, MDPI [DOI Article link] [bibTex]
- , A Compute Cache System for Signal Processing Applications, article in Journal of Signal Processing Systems vol. 93 (10) pp. 1173--1186, Oct. 2021, Springer [DOI Article link] [bibTex] [PDF]
- , Configurable Hardware Core for IoT Object Detection, article in Future Internet vol. 13 (11), Oct. 2021 [Article] [DOI Article link] [bibTex]
- , Dual Output and High Voltage Gain DC-DC Converter for PV and Fuel Cell Generators Connected to DC Bipolar Microgrids, article in IEEE ACCESS vol. 9 pp. 157124 - 157133, Oct. 2021 [DOI Article link] [bibTex] [PDF]
- , ELdoD Visual - A Visual Reader for Fernando Pessoa’s Book of Disquiet: An In-Out-In Metaphor, article in Digital Humanities Quarterly vol. 15 (3), Oct. 2021, The Alliance of Digital Humanities Organizations and The Association for Computers and the Humanities [DOI Article link] [bibTex]
- , Linguistic Patterns, Styles, and Guidelines for Writing Requirements Specifications: Focus on Use Cases and Scenarios, article in IEEE Access pp. 26, Oct. 2021, IEEE [bibTex]
- , Mediating Artificial Intelligence Developments through Negative and Positive Incentives, article in PLoS ONE vol. 16 (1) pp. e0244592, Oct. 2021 [bibTex]
- , MINLP‐based hybrid strategy for operating mode selection of TES‐backed‐up refrigeration systems, article in International Journal of Robust and Nonlinear Control vol. 30 (15) pp. 6091-6111, Oct. 2021, Wiley [bibTex]
- , Multi-label classification of legislative contents with hierarchical label attention networks, article in International Journal on Digital Libraries vol. 2021, Oct. 2021, Springer [DOI Article link] [bibTex]
- , Optimisation and Economic Feasibility of Battery Energy Storage Systems in Electricity Markets: The Iberian Market Case Study, article in Journal of Cleaner Production, Oct. 2021 [DOI Article link] [bibTex]
- , Vitamin D-related polymorphisms and vitamin D levels as risk biomarkers of COVID-19 disease severity, article in Scientific Reports vol. 11 pp. 20837, Oct. 2021, Springer Nature [DOI Article link] [bibTex] [PDF]
- , A Gray Code Model for the Encoding of Grid Cells in the Entorhinal Cortex, article in Neural Computing and Applications, Sep. 2021, Springer Nature [Article] [DOI Article link] [bibTex]
- , A Radio Propagation Model for a Rainforest – River Environment using UTD and Geometrical Optics, article in IEEE Antennas and Wireless Propagation Letters, Sep. 2021 [bibTex]
- , Augmenting the Training Space of an Epidural Needle Insertion Simulator with HoloLens, article in Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization pp. 13, Sep. 2021 [bibTex]
- , DI2: prior-free and multi-item discretization of biological data and its applications, article in BMC Bioinformatics, Sep. 2021 [bibTex]
- , Dynamic modeling of bone remodeling, osteolytic metastasis and PK/PD therapy: introducing variable order derivatives as a simplification technique, article in , Sep. 2021 [DOI Article link] [bibTex]
- , Genome and metabolome: chance and necessity, article in Genome Biology, Sep. 2021, Springer Nature [DOI Article link] [bibTex] [PDF]
- , Linguistic Resources for Paraphrase Generation in Portuguese: A Lexicon-Grammar Approach, article in Language Resources and Evaluation, Sep. 2021, Springer International Publishing [bibTex] [PDF]
- , Low Delay Short Word Length Sigma Delta Active Noise Control, article in IEEE Transactions on Circuits and Systems I: Regular Papers vol. 68 (9) pp. 3746-3757, Sep. 2021, ieee [DOI Article link] [bibTex]
- , Prediction and Boolean logical modelling of synergistic microRNA regulatory networks during reprogramming of male germline pluripotent stem cells, article in Biosystems vol. 207, Sep. 2021, Elsevier [DOI Article link] [bibTex]
- , Spatiotemporal Correlation Feature Spaces to support Anomaly Detection in Water Distribution Networks, article in Water, Sep. 2021, MDPI [bibTex]
- , Quantum-Like Sampling, article in Mathematics vol. 9 (17) pp. 2021, Aug. 2021, MDPI [DOI Article link] [bibTex]
- , The N.C.Yeastract and CommunityYeastract databases to study gene and genomic transcription regulation in non-conventional yeasts, article in FEMS Yeast Research, Aug. 2021 [DOI Article link] [bibTex]
- , Assigning a house for refugees: an application of a multiple criteria nominal classification method, article in Operational Research vol. 21 pp. 2651-2687, Jul. 2021, Springer Berlin Heidelberg [DOI Article link] [bibTex] [PDF]
- , From a genome assembly to full regulatory network prediction: the case study of Rhodotorula toruloides putative Haa1-regulon, article in BMC Bioinformatics, Jul. 2021, accepted [bibTex]
- , PE2LGP: tradutor de português europeu para língua gestual portuguesa em glosas, article in Linguamática vol. 13 (1) pp. 3-21, Jul. 2021, Universidade do Minho e Universidade de Vigo [DOI Article link] [bibTex]
- , Persistent Memory: A Survey of Programming Support and Implementations, article in ACM Computing Surveys vol. 54, Jul. 2021, ACM [bibTex] [PDF]
- , Predicting Biologic Therapy Outcome of Patients With Spondyloarthritis: Joint Models for Longitudinal and Survival Analysis, article in JMIR MEDICAL INFORMATICS vol. 9 (7) pp. e26823, Jul. 2021 [DOI Article link] [bibTex]
- , Sports Ingroup Love does not Make me Like the Sponsor’s Beverage but Gets me Buying It, article in PLOS One vol. 16 pp. 1-20, Jul. 2021, Public Library of Science [DOI Article link] [bibTex]
- , The Hypervolume Indicator: Computational Problems and Algorithms, article in Computing Surveys vol. 54 (6) pp. 42, Jul. 2021, ACM [DOI Article link] [bibTex]
- , Understanding the impacts of the COVID-19 pandemic on public transportation travel patterns in the city of Lisbon, article in Sustainability, Jul. 2021, MDPI [bibTex]
- , A Computational Creativity Approach From Music to Images, article in SIGEVOlution vol. 14 (2), Jun. 2021, ACM Special Interest Group on Genetic and Evolutionary Computation [Article] [bibTex]
- , A multiple criteria socio-technical approach for the Portuguese Army Special Forces recruitment, article in 4OR, Jun. 2021, Springer Berlin Heidelberg [DOI Article link] [bibTex] [PDF]
- , Cloud-based Implementation of a SON Radio Resources Planning System for Mobile Networks and Integration in SaaS Metric, article in IEEE Access vol. 9 pp. 86331 - 86345, Jun. 2021, IEEE [DOI Article link] [bibTex] [PDF]
- , Decimal Multiplication in FPGA with a Novel Decimal Adder/Subtractor, article in Algorithms vol. 14 (7), Jun. 2021 [Article] [DOI Article link] [bibTex]
- , Fast and Energy-Efficient Approximate Motion Estimation Architecture for Real-Time 4K UHD Processing, article in Journal of Real-Time Image Processing vol. 18 pp. 723-737, Jun. 2021, Springer [DOI Article link] [bibTex] [PDF]
- , Humor–Robot interaction: a scoping review of the literature and future directions, article in International Journal of Social Robotics vol. 13 (6), Jun. 2021 [bibTex]
- , Hydrogen Production from OffshoreWind Parks: Current Situation and Future Perspectives, article in Applied Sciences vol. 11, Jun. 2021 [DOI Article link] [bibTex]
- , Mansard Roofline Model: Reinforcing the Accuracy of the Roofs, article in ACM Transactions on Modeling and Performance Evaluation of Computing Systems vol. 6 (2) pp. 1-23, Jun. 2021, ACM [DOI Article link] [bibTex]
- , Risk sensitivity and theory of mind in human coordination, article in PLoS Computational Biology pp. (accepted), Jun. 2021, PLoS [bibTex]
- , Secure Cloud-of-Clouds Storage with Space-Efficient Secret Sharing, article in Journal of Information Security and Applications vol. 59, Jun. 2021 [bibTex]
- , Towards augmented reality for corporate training, article in Interactive Learning Environments, Jun. 2021, Taylor & Francis [Article] [DOI Article link] [bibTex] [PDF]
- , Towards the benchmarking of question generation: introducing the Monserrate corpus, article in Language Resources and Evaluation pp. 1-19, Jun. 2021, Springer [DOI Article link] [bibTex]
- , A Full Featured Configurable Accelerator for Object Detection with YOLO, article in IEEE Access pp. 15, May. 2021 [DOI Article link] [bibTex]
- , A Wideband Channel Model for Body Area Networks in Circular Metallic Indoor Environments, article in IEEE Access vol. 9 pp. 73 791-73 798, May. 2021 [DOI Article link] [bibTex]
- , Automated narrative planning model extension, article in Autonomous Agents and Multi-Agent Systems vol. 35 (19) pp. 1-29, May. 2021, Springer [DOI Article link] [bibTex]
- , Backstepping Predictive Control of Hybrid Microgrids Interconnected by Neutral Point Clamped Converters, article in Electronics vol. 10 (5) pp. 1210, May. 2021, MDPI [DOI Article link] [bibTex]
- , Digital media and misinformation: An outlook on multidisciplinary strategies against manipulation, article in Journal of Computational Social Science, May. 2021, Springer [DOI Article link] [bibTex]
- , How do Students Behave in a Gamified Course? - A Ten-Year Study, article in IEEE Access, May. 2021, IEEE [DOI Article link] [bibTex]
- , On the potential contributions of Matrix Converters for the future grid operation, sustainable transportation and electrical drives innovation, article in Applied Sciences, May. 2021, MDPI [DOI Article link] [bibTex] [PDF]
- , Prosociality in Cyberspace: Developing Emotion and Behavioral Regulation to Decrease Aggressive Communication, article in Cognitive Computation vol. 13 (3) pp. 736–750, May. 2021, Springer [DOI Article link] [bibTex]
- , A Data-driven Approach to Measure Restaurant Performance Combining Online Reviews and Historical Sales Data, article in International Journal of Hospitality Management vol. 94, Apr. 2021, Elsevier [DOI Article link] [bibTex]
- , An analysis of the graph processing landscape, article in Journal of Big Data vol. 8 (55), Apr. 2021, Springer [DOI Article link] [bibTex]
- , Assessing Kinetic Meaning via Deep Cross-Modal Retrieval of Music and Dance, article in Neural Computing and Applications vol. 33 (21) pp. 14481-14493, Apr. 2021, Springer [DOI Article link] [bibTex]
- , Estimating anatomically plausible segment orientations using a kinect one sensor, article in Annals of Medicine, Apr. 2021, Taylor & Francis [DOI Article link] [bibTex]
- , Experimental and Theoretical Validation of One Diode and Three Parameters–Based PV Models, article in Energies vol. 14, Apr. 2021 [DOI Article link] [bibTex]
- , Explainable embodied agents through social cues: a review, article in ACM Transactions on Human-Robot Interaction (THRI) vol. 10 (3) pp. 1-24, Apr. 2021 [bibTex]
- , Frequency domain analysis of the mirror‐modified filtered‐x least mean squares algorithm with low ambient noise, article in International Journal of Adaptive Control and Signal Processing vol. 35 (7) pp. 1370-1387, Apr. 2021, Wiley [DOI Article link] [bibTex]
- , Interactive technologies in stroke recovery: uncovering challenges and opportunities through physiotherapist’s perspective, article in Annals of Medicine, Apr. 2021, Taylor & Francis [DOI Article link] [bibTex]
- , Linguistic Patterns and Linguistic Styles for Requirements Specification: Focus on Data Entities, article in Applied Sciences vol. 11 (9) pp. 34, Apr. 2021, MDPI [DOI Article link] [bibTex]
- , On the potential of virtual reality for locomotion rehabilitation, article in Annals of medicine, Apr. 2021, Taylor & Francis [DOI Article link] [bibTex]
- , Preserving Privacy of Smart Meter Data in a Smart Grid Environment, article in IEEE Transactions on Industrial Informatics vol. 18 pp. 707-718, Apr. 2021 [DOI Article link] [bibTex]
- , A comprehensive evaluation of binning methods to recover human gut microbial species from a non-redundant reference gene catalog, article in NAR Genomics and Bioinformatics vol. 3 (1) pp. lqab009, Mar. 2021 [DOI Article link] [bibTex]
- , A Review of Recent Machine Learning Advances for Forecasting Harmful Algal Blooms and Shellfish Contamination, article in Journal of Marine Science and Engineering vol. 9 (3) pp. 283, Mar. 2021 [DOI Article link] [bibTex]
- , Coarse-Grained Reconfigurable Computing with the Versat Architecture, article in Electronics vol. 10 (6), Mar. 2021 [DOI Article link] [bibTex]
- , Compiler-Assisted Data Streaming for Regular Code Structures, article in IEEE Transactions on Computers vol. 70 (3) pp. 483-494, Mar. 2021, IEEE [DOI Article link] [bibTex] [PDF]
- , COVID-19 in Portugal: predictability of hospitalization, ICU and respiratory-assistance needs, article in Journal of Medical Internet Research (JMIR, https://www.jmir.org), Mar. 2021 [bibTex]
- , Design and Evaluation of an Electrodermal Activity Sensor (EDA) With Adaptive Gain, article in Sensors Journal vol. 21 (6) pp. 8639-8649, Mar. 2021, IEEE [DOI Article link] [bibTex]
- , Long-term uncertainties in generation expansion planning: Implications for electricity market modelling and policy, article in Energy pp. 120371, Mar. 2021 [bibTex]
- , Nonconventional Computer Arithmetic Circuits, Systems and Applications, article in IEEE Circuits and Systems Magazine vol. 21 (1) pp. 6-40, Mar. 2021 [bibTex] [PDF]
- , Techno-economic optimization of a 100% renewable energy system in 2050 for countries with high shares of hydropower: The case of Portugal, article in Renewable Energy vol. 165, Mar. 2021 [DOI Article link] [bibTex]
- , The Role of Network Science in Glioblastoma, article in Cancers vol. 13 (5) pp. 1045, Mar. 2021 [DOI Article link] [bibTex]
- , Towards prosocial design: A scoping review of the use of robots and virtual agents to trigger prosocial behaviour, article in Computers in Human Behavior vol. 114, Mar. 2021 [bibTex]
- , Transcriptome-wide differences between Saccharomyces cerevisiae and Saccharomyces cerevisiae var. boulardii: clues on host survival and probiotic activity based on promoter sequence variability, article in Genomics vol. 113 (2), Mar. 2021 [DOI Article link] [bibTex]
- , Wireless technologies for the connectivity of the future, article in EURASIP Journal on Wireless Communications and Networking, Mar. 2021, SopringerOpen [DOI Article link] [bibTex]
- , Conflicts in Passive Building Performance: Retrofit and Regulation of Informal Neighbourhoods, article in Frontiers of Architectural Research, Feb. 2021, Elsevier BV [bibTex]
- , Disruptions in Timetables: A Case Study at Universidade de Lisboa, article in Journal of Scheduling vol. 24 (1) pp. 35-48, Feb. 2021 [bibTex]
- , Electrification for the elite? Examining whether electrification programs reach the poor in Bolivia, article in Energy Research & Social Science vol. 71 pp. 101813, Feb. 2021 [DOI Article link] [bibTex]
- , Exploring Empathy in Cyberbullying with Serious Games, article in Computers & Education vol. 166 (104155), Feb. 2021 [bibTex]
- , FleBiC: Learning classifiers from high-dimensional biomedical data using discriminative biclusters with non-constant patterns, article in Pattern Recognition, Feb. 2021, Elsevier [bibTex]
- , Improving PV Resilience by Dynamic Reconfiguration in Distribution Grids: Problem Complexity and Computation Requirements, article in Energies vol. 14 (2) pp. 830, Feb. 2021 [DOI Article link] [bibTex]
- , Industrial Symbiosis: A Sectoral Analysis on Enablers and Barriers, article in Sustainability vol. 13, Feb. 2021 [DOI Article link] [bibTex]
- , Modeling behavioral experiments on uncertainty and cooperation with population-based reinforcement learning, article in Simulation Modelling Practice and Theory vol. 109 (102299), Feb. 2021 [bibTex] [PDF]
- , Outlier Detection for Multivariate Time Series Using Dynamic Bayesian Networks, article in Applied Sciences-Basel vol. 11 (4), Feb. 2021 [DOI Article link] [bibTex]
- , Stable leaders pave the way for cooperation under time-dependent exploration rates, article in Royal Society Open Science (200910), Feb. 2021 [bibTex]
- , The complexity of human cooperation under indirect reciprocity, article in Philosophical Transactions of the Royal Society B: Biological Sciences (in press), Feb. 2021, Royal Society of London [bibTex]
- , Towards augmented reality for corporate training, article in Interactive Learning Environments pp. 1-19, Feb. 2021, Taylor & Francis [DOI Article link] [bibTex]
- , BiRep: A reputation scheme to mitigate the effects of black-hole nodes in Delay-Tolerant Internet of Vehicles, article in Sensors vol. 21 (3) pp. 835, Jan. 2021, MDPI [Article] [DOI Article link] [bibTex]
- , Dynamic Expression of Brain Functional Systems Disclosed by Fine-Scale Analysis of Edge Time Series, article in Network Neuroscience, Jan. 2021 [DOI Article link] [bibTex]
- , Dynamics of informal risk-sharing in collective index insurance, article in Nature Sustainability, Jan. 2021, Nature-Springer [bibTex]
- , Emotion expressions shape human social norms and reputations, article in iScience vol. 24 (102141), Jan. 2021, Cell Press [bibTex] [PDF]
- , Energy Management in Unbalanced Low Voltage Distribution Networks with Microgeneration and Storage by using a Multi-Objective Optimization Algorithm, article in Journal of Energy Storage vol. 33, Jan. 2021 [DOI Article link] [bibTex]
- , G-Tric: generating three-way synthetic datasets with triclustering solutions, article in BMC Bioinformatics, Jan. 2021 [Article] [bibTex]
- , Mining actionable patterns of road mobility from heterogeneous traffic data using biclustering, article in IEEE Transactions on Intelligent Transportation Systems, Jan. 2021, IEEE [bibTex]
- , Polish Energy Transition 2040: Energy mix optimization using Grey Wolf Optimizer, article in Energies vol. 14 (2), Jan. 2021 [DOI Article link] [bibTex]
- , Preliminary validation of the European Portuguese version of the Robotic Social Attributes Scale (RoSAS, article in Human Behavior and Emerging Technologies, Jan. 2021, John Wiley & Sons, Inc. Hoboken, USA [bibTex]
- , Structured sparsity regularization for analyzing high-dimensional omics data, article in Briefings in Bioinformatics vol. 22 (1) pp. 77-87, Jan. 2021 [DOI Article link] [bibTex]
- , Towards social identity in socio-cognitive agents, article in Sustainability vol. 13 pp. 11390, Jan. 2021 [DOI Article link] [bibTex] [PDF]
International Conferences: 264
2022
- , A Preliminary Study on Generating Well-Formed Q# Quantum Programs for Fuzz Testing, presented at 2nd International Workshop on Artificial Intelligence in Software Testing (AIST'22), to appear on 2022 [bibTex] [PDF]
- , Adaptive Edge Content Delivery Networks for Web-Scale File Systems, presented at 47th IEEE Conference on Local Computer Networks (LCN 2022), to appear on 2022 [bibTex]
- , Annotating Arguments in a Corpus of Opinion Articles, presented at International Conference on Language Resources and Evaluation, to appear on 2022 [bibTex]
- , Context-situated visualization of biclusters to aid decisions: going beyond subspaces with parallel coordinates, presented at International Conference on Advanced Visual Interfaces (AVI), to appear on 2022 [bibTex]
- , Control of a S-I-R Epidemiological Model, presented at 15th APCA International Conference on Automatic Control and Soft Computing, to appear on 2022 [bibTex]
- , Cooperation and learning dynamics under risk diversity and financial incentives, presented at 21st International Conference on Autonomous Agents and Multiagent Systems, to appear on 2022 [bibTex]
- , Extending EcoAndroid with Automated Detection of Resource Leaks, presented at 9th IEEE/ACM International Conference on Mobile Software Engineering and Systems 2022, to appear on 2022 [bibTex]
- , How to sense the world: Leveraging hierarchy in multimodal perception for robust reinforcement learning agents, presented at 21st International Conference on Autonomous Agents and Multiagent Systems, to appear on 2022 [bibTex]
- , Impact of the new electricity tariff scheme on the revenues of Valorsul waste-to-energy plant, presented at 6th APEEN Annual Conference, to appear on 2022 [bibTex]
- , MINT – Mainstream and Independent News Text Corpus, presented at Proceedings of the International Conference on Computational Processing of the Portuguese Language, PROPOR 2022, to appear on 2022 [bibTex]
- , PK-Graph: Partitioned k²-Trees to Enable Compact and Dynamic Graphs in Spark GraphX, presented at 28th International Conference on Cooperative Information Systems (CoopIS 2022), to appear on 2022 [bibTex]
- , Predicting Argument Density from Multiple Annotations, presented at International Conference on Applications of Natural Language to Information Systems, to appear on 2022 [bibTex]
- , Question rewriting? Assessing its importance for conversational question answering, presented at European Conference on Information Retrieval, to appear on 2022 [DOI Article link] [bibTex]
- , ReZone: Disarming TrustZone with TEE Privilege Reduction, presented at Proceedings of 31st USENIX Security Symposium (USENIX Security'22), to appear on 2022 [bibTex]
- , SAT-based Leximax Optimisation Algorithms, presented at International Conference on Theory and Applications of Satisfiability Testing (SAT), to appear on 2022 [bibTex]
- , Secure and Policy-Compliant Query Processing on Heterogeneous Computational Storage Architectures, presented at Proceedings of the 2022 International Conference on Management of Data (SIGMOD ’22), to appear on 2022 [DOI Article link] [bibTex]
- , SmartPubSub: Content-Based Pub-Sub on IPFS, presented at 47th IEEE Conference on Local Computer Networks (LCN 2022), to appear on 2022 [bibTex]
- , SS-PT: A Stance and Sentiment Data Set from Portuguese Quoted Tweets, presented at PROPOR 2022, to appear on 2022 [bibTex]
- , Stegozoa: Enhancing WebRTC Covert Channels with Video Steganography for Internet Censorship Circumvention, presented at Proceedings of 17th ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS 2022), to appear on 2022 [DOI Article link] [bibTex]
- , Verified Password Generation from Password Composition Policies, presented at 17th International Conference on integrated Formal Methods (iFM), to appear on 2022 [bibTex] [PDF]
- , Perceive, Represent, Generate: Translating Multimodal Information to Robotic Motion Trajectories, presented at 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), Oct. 2022 [bibTex]
- , Towards a Sentiment-Aware Conversational Agent, presented at ACM International Conference on Intelligent Virtual Agents (IVA), Sep. 2022 [bibTex]
- , Learning to Cooperate with Completely Unknown Teammates, presented at 21st EPIA Conference on Artificial Intelligence, Aug. 2022 [bibTex]
- , Maestro: An Extensible General-Purpose Data Gathering and Classification Platform, presented at 30th International Conference on Information Systems Development, Aug. 2022 [bibTex]
- , Towards the Evaluation of Software Products from an Environmental Sustainability Perspective, presented at 30th International Conference on Information Systems Development, Aug. 2022 [bibTex]
- , Assessing the Impact of Attention and Self-Attention Mechanisms on the Classification of Skin Lesions, presented at IEEE International Joint Conference on Neural Networks, Jul. 2022 [bibTex] [PDF]
- , Fast Text based classification of news snippets for Telecom Assurance, presented at IPMU 2022, The 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jul. 2022 [DOI Article link] [bibTex]
- , GLITCH: Automated Polyglot Security Smell Detection in Infrastructure as Code, presented at 37th IEEE/ACM International Conference on Automated Software Engineering (ASE), Jul. 2022 [bibTex]
- , Incremental Attractor Neural Network Modelling of the Lifespan Retrieval Curve, presented at IEEE/INNS International Joint Conference on Neural Networks (IJCNN), Jul. 2022 [bibTex]
- , Making Friends in the Dark: Ad Hoc Teamwork under Partial Observability, presented at IJCAI‘22 Workshop on Ad Hoc Teamwork, Jul. 2022 [bibTex]
- , Reinforcement Learning and Nonlinear Control of a X33 Vehicle Model, presented at ICCAD'22 6th International Conference on Control, Automation and Diagnosis, Jul. 2022 [bibTex]
- , A Case Study on the Importance of Named Entities in a Machine Translation Pipeline for Customer Support Content, presented at European Association for Machine Translation 2022, Jun. 2022 [bibTex] [PDF]
- , A Framework for Semi-Automated Usability Evaluations’ Processing considering Users’ Emotional Aspects., presented at HCI International, Jun. 2022 [bibTex]
- , A Novel Photovoltaic Maximum Power Point Tracking Method Using Feedback Conductance Integral Compensation, presented at DOCEIS, Jun. 2022 [bibTex]
- , Agent and User-Generated Content and its Impact on Customer Support MT, presented at European Association for Machine Translation 2022, Jun. 2022 [bibTex] [PDF]
- , Auctions and Real Options: Bidding for Feed-In Tariff, presented at 29th Annual Global Finance Conference, Jun. 2022 [bibTex]
- , Electrical interconnection network in an extreme dry weather scenario - the Portuguese case, presented at 2022 CPE-PowerEng – 16th IEEE International Conference on compatibility, Power Electronics and Power Engineering, Jun. 2022 [bibTex]
- , Feed-In Tariffs In Renewable Energy Projects, presented at 25th Annual International Real Options Conference, Jun. 2022 [bibTex]
- , Hate Speech Dynamics Against African descent, Roma and LGBTQI Communities in Portugal, presented at LREC 2022 - 13th Conference on Language Resources and Evaluation, Jun. 2022 [bibTex]
- , Hierarchical energy management solution for smart charging, presented at CIRED Porto Workshop, Jun. 2022 [bibTex]
- , Multi3Generation: Multitask, Multilingual, Multimodal Language Generation, presented at European Association for Machine Translation 2022, Jun. 2022 [bibTex] [PDF]
- , QUARTZ: Quality-Aware Machine Translation, presented at European Association for Machine Translation 2022, Jun. 2022 [bibTex] [PDF]
- , Searching for COMETINHO: The Little Metric That Could, presented at Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, Jun. 2022 [bibTex] [PDF]
- , Studying Users' Willingness to Use a Formally Verified Password Manager, presented at PhD Symposium at the 17th International Conference on integrated Formal Methods (iFM), Jun. 2022 [bibTex] [PDF]
- , Towards Speaker Verification for Crowdsourced Speech Collections, presented at Proceedings of the Language Resources and Evaluation Conference, Jun. 2022 [bibTex]
- , An edge-based smart network monitoring system for the Internet of Vehicles, presented at IEEE International Conference on Communications (ICC 2022), May. 2022 [bibTex]
- , Can Prosody Transfer Embeddings be Used for Prosody Assessment?, presented at Speech Prosody 2022, May. 2022 [DOI Article link] [bibTex] [PDF]
- , Exploring Dementia Detection from Speech: Cross Corpus Analysis, presented at ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May. 2022 [DOI Article link] [bibTex] [PDF]
- , Mode-Adaptive Subsampling of SAD/SSE Operations for Intra Prediction Cost Reduction, presented at IEEE International Symposium on Circuits & Systems (ISCAS'2022), May. 2022 [bibTex]
- , Unlocking Personalized Healthcare on Modern CPUs/GPUs: Three-way Gene Interaction Study, presented at IEEE International Parallel and Distributed Processing Symposium (IPDPS), May. 2022 [bibTex]
- , CIIA: Critical Infrastructure Impact Assessment, presented at The 37th ACM/SIGAPP Symposium On Applied Computing, Apr. 2022 [bibTex]
- , SureSpace: orchestrating beacons and witnesses to certify device location, presented at The 37th ACM/SIGAPP Symposium On Applied Computing, Apr. 2022 [bibTex]
- , Towards the Art of Writing Agile Requirements with User Stories, Acceptance Criteria, and Related Constructs, presented at ENASE'2022, Apr. 2022 [bibTex]
- , Anatomy Studio II: A Cross-Reality Application for Teaching Anatomy, presented at XR for Healthcare and Wellbeing workshop attached to the IEEE VR 2022 Conference, Mar. 2022 [bibTex]
- , Consolidation of massive medical emergency events with heterogeneous situational context data sources, presented at 6th International workshop on Data Analytics solutions for Real-LIfe APplications @ EDBT/ICDT 2022, Mar. 2022 [bibTex] [PDF]
- , Design requirements to improve laparoscopy via XR, presented at XR for Healthcare and Wellbeing workshop attached to the IEEE VR 2022 Conference, Mar. 2022 [bibTex]
- , Empathic AuRea: Exploring the Effects of an Augmented Reality Cue for Emotional Sharing Across Three Face-to-Face Tasks, presented at IEEE Conference on Virtual Reality and 3D User Interfaces, Mar. 2022 [bibTex]
- , Exploring and Selecting Supershapes in Virtual Reality with Line, Quad, and Cube Shaped Widgets, presented at IEEE Conference on Virtual Reality and 3D User Interfaces, Mar. 2022 [bibTex]
- , Improving X-ray Diagnostics through Eye-Tracking and XR, presented at XR for Healthcare and Wellbeing workshop attached to the IEEE VR 2022 Conference, Mar. 2022 [bibTex]
- , Inclusive'R'Stories: An Inclusive Storytelling Activity with an Emotional Robot, presented at Proceedings of the 2022 ACM/IEEE International Conference on Human-Robot Interaction, Mar. 2022 [DOI Article link] [bibTex]
- , Automatic Generation of Neural Architecture Search Spaces, presented at AAAI-2022 Workshop on Combining Learning and Reasoning: Programming Languages, Formalisms, and Representations (CLeaR), Feb. 2022 [bibTex]
- , Functional characterization of transcriptional regulatory networks of yeast species, presented at International School and Conference on Network Science (NetSciX'22), Feb. 2022 [DOI Article link] [bibTex]
- , Platform-Independent Specifications for Robotic Process Automation Applications, presented at International Conference on Model-Driven Engineering and Software Development (MODELSWARD'2022), Feb. 2022 [bibTex]
- , Mapping Network Performance to Radio Resources, presented at 2022 International Conference on Information Networking (ICOIN), Jan. 2022 [DOI Article link] [bibTex]
2021
- , Air Object Detection Using Pulsar FSR, presented at 17th Conference on Electrical Machines, Drives and Power Systems, to appear on 2021 [bibTex]
- , An Approach to Multiplayer Interactive Fiction, presented at International Conference on Interactive Digital Storytelling (ICIDS), to appear on 2021 [bibTex]
- , Assessing the Benefits of Model Ensembles in Neural Re-ranking for Passage Retrieval, presented at European Conference on IR Research, to appear on 2021 [DOI Article link] [bibTex]
- , ATOCS: Automatic Configuration of Encryption Schemes for Secure NoSQL Databases, presented at European Dependable Computing Conference (EDCC)., to appear on 2021 [bibTex]
- , Automation of Enterprise Architecture Discovery based on Event Mining from API Gateway logs: State of the Art, presented at IEEE 23rd Conference on Business Informatics (CBI), to appear on 2021 [DOI Article link] [bibTex]
- , COLBAC: Shifting Cybersecurity from Hierarchical to Horizontal Designs, presented at New Security Paradigms Workshop 2021 (NSPW 2021), Dec. 2021 [DOI Article link] [bibTex] [PDF]
- , Collaborative discovery and enrichment of business process models using a semantification approach, presented at IEEE 23rd Conference on Business Informatics (CBI), to appear on 2021 [DOI Article link] [bibTex]
- , Compound movement recognition using dynamic movement primitives, presented at 20th EPIA Conference on Artificial Intelligence, to appear on 2021 [bibTex]
- , Cooperation between Independent Reinforcement Learners underWealth Inequality and Collective Risks, presented at n Proc. of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), U. Endriss, A. Nowé, F. Dignum, A. Lomuscio (eds.), May 3-7, 2021, Full Paper, IFAAMAS (2021)., to appear on 2021 [bibTex]
- , Designing an IT Risk Management Ontology grounded on Systematic Literature Review to reduce implementation effort, presented at 54th HICSS, to appear on 2021 [DOI Article link] [bibTex]
- , EcoAndroid: An Android Studio Plugin for Developing Energy-Efficient Java Mobile Applications, presented at 2021 IEEE 21st International Conference on Software Quality, Reliability and Security (QRS), Dec. 2021 [DOI Article link] [bibTex] [PDF]
- , Encoder-decoder architectures for clinically relevant coronary artery segmentation, presented at 11th International Conference on Computational Advances in Bio and medical Sciences, Dec. 2021 [bibTex] [PDF]
- , Estimating Body Shapes from Measurements, presented at GRAPP 2022 - 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Dec. 2021 [DOI Article link] [bibTex]
- , Exploiting symmetry in human robot-assisted dressing using reinforcement learning, presented at 20th EPIA Conference on Artificial Intelligence, to appear on 2021 [bibTex]
- , FaaSTCC: Efficient Transactional Causal Consistency for Serverless Computing, presented at The 22nd ACM/IFIP International Middleware Conference, Dec. 2021 [bibTex]
- , Fitting Regularized Population Dynamics with Neural Differential Equations, presented at NeurIPS 2021, The Symbiosis of Deep Learning and Differential Equations (DLDE) workshop, Dec. 2021 [bibTex]
- , Generic change detection (almost entirely) in the dataplane, presented at Symposium on Architectures for Networking and Communications Systems (ANCS), to appear on 2021 [DOI Article link] [bibTex]
- , Graceful Degradation for Real-time Visualization of Streaming Geospatial Data, presented at Proceedings EuroVis 2021 - Short Papers, to appear on 2021 [DOI Article link] [bibTex]
- , Highlight the Path Not Taken to Add Replay Value to Digital Storytelling Games, presented at International Conference on Interactive Digital Storytelling (ICIDS), to appear on 2021 [bibTex]
- , Hybrid Information Flow Control for Low-Level Code, presented at Software Engineering and Formal Methods, Dec. 2021 [DOI Article link] [bibTex] [PDF]
- , Improving Neural Models for the Retrieval of Relevant Passages to Geographical Queries, presented at International Conference on Advances in Geographic Information, to appear on 2021 [DOI Article link] [bibTex]
- , Inspiring Social Creativity in Children with CUBUS, presented at International Conference on Computational Creativity (ICCC), to appear on 2021 [bibTex]
- , Interactive Teaching with Groups of Unknown Bayesian Learners, presented at International Conference on Artificial Intelligence in Education, to appear on 2021 [DOI Article link] [bibTex]
- , Movement recognition and prediction using DMPs, presented at 2021 IEEE International Conference on Robotics and Automation, to appear on 2021 [bibTex]
- , Remote Sensing Image Captioning with Continuous Output Neural Models, presented at International Conference on Advances in Geographic Information Systems, to appear on 2021 [DOI Article link] [bibTex]
- , Revisiting "Recurrent world models facilitate policy evolution", presented at 20th EPIA Conference on Artificial Intelligence, to appear on 2021 [bibTex]
- , Supervised Learning for Test Suit Selection in Continuous Integration, presented at 2021 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), to appear on 2021 [DOI Article link] [bibTex]
- , Teaching Unknown Learners to Classify via Feature Importance, presented at Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems, to appear on 2021 [DOI Article link] [bibTex]
- , The Nuts and Bolts of Building FlowLens, presented at Proceedings of LASER Workshop @ Network and Distributed System Security Symposium (NDSS), to appear on 2021 [bibTex]
- , Towards generic traffic change detection in the data plane, presented at CoNEXT Student Workshop, to appear on 2021 [DOI Article link] [bibTex]
- , Understanding robots: Making robots more legible in multi-party interactions, presented at 30th IEEE International Conference on Robot and Human Interactive Communication, to appear on 2021 [bibTex]
- , A deep map from performance to resources – intelligent resource allocation for network slicing, presented at 2021 IEEE 26th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Nov. 2021 [bibTex] [PDF]
- , A Model for Stream Processing using Stateful Functions, presented at 20th IEEE International Symposium on Network Computing and Applications (NCA 2021) (short paper), Nov. 2021 [bibTex]
- , A Taxonomy of Social Roles for Agents in Games, presented at ICEC'21- 20th IFIP TC 14 International Conference, Nov. 2021 [DOI Article link] [bibTex] [PDF]
- , Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task, presented at Proceedings of the Sixth Conference on Machine Translation, Nov. 2021 [bibTex] [PDF]
- , Automatic Repair of Java Code with Timing Side-Channel Vulnerabilities, presented at International Workshop on Refactoring (IWoR 21), Nov. 2021 [bibTex]
- , Body Perception Manipulation with Movement Sonification for Stroke Survivors Rehabilitation, presented at International Conference on Graphics and Interaction, Nov. 2021 [bibTex]
- , Cathode: A Consistency-Aware Data Placement Algorithm for the Edge, presented at The 20th IEEE International Symposium on Network Computing and Applications (NCA 2021), Nov. 2021 [bibTex]
- , Counterfeiting Congestion Control Algorithms, presented at HotNets '21: The 20th ACM Workshop on Hot Topics in Networks, Nov. 2021 [DOI Article link] [bibTex]
- , CyberVTI: Cyber Visualization Tool for Intrusion Detection, presented at 20th IEEE International Symposium on Network Computing and Applications, Nov. 2021 [bibTex]
- , Discovering Conflicts of Interest across Heterogeneous Data Sources with ConnectionLens (demo paper), presented at ACM International Conference on Information and Knowledge Management (CIKM 2021), Nov. 2021 [bibTex]
- , DynaGame: a Rule Editor for Gamified Education, presented at 2021 International Conference on Graphics and Interaction (ICGI2021), Nov. 2021 [bibTex]
- , Evaluating Transitions for Streaming Big Data, presented at 2021 International Conference on Graphics and Interaction (ICGI2021), Nov. 2021 [bibTex]
- , Evaluating Transitions for Streaming Big Data, presented at 2021 International Conference on Graphics and Interaction (ICGI2021), Nov. 2021 [bibTex]
- , Exploring Usable Security to Improve the Impact of Formal Verification: A Research Agenda, presented at 1st International Workshop on Applicable Formal Methods (appFM), Nov. 2021 [bibTex] [PDF]
- , Fitting the Room: Social Motivations for Context-Aware Agents, presented at HAI'21 - 9th International Conference on Human-Agent Interaction, Nov. 2021 [DOI Article link] [bibTex] [PDF]
- , Generating synthetic datasets for mobile wireless networks with SUMO, presented at 19th ACM International Symposium on Mobility Management and Wireless Access (MobiWac'21), Nov. 2021 [bibTex] [PDF]
- , I Am (Still) Here!, presented at 2021 International Conference on Graphics and Interaction (ICGI2021), Nov. 2021 [bibTex]
- , IST-Unbabel 2021 submission for the explainable quality estimation shared task, presented at Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems, Nov. 2021 [bibTex] [PDF]
- , IST-Unbabel 2021 submission for the quality estimation shared task, presented at Proceedings of the Sixth Conference on Machine Translation, Nov. 2021 [bibTex] [PDF]
- , RATEE - Resource Auction Trading at Edge Environments, presented at 20th IEEE International Symposium on Network Computing and Applications (NCA 2021) (short paper), Nov. 2021 [bibTex]
- , Results of the WMT21 Metrics Shared Task: Evaluating Metrics with Expert-based Human Evaluations on TED and News Domain, presented at Proceedings of the Sixth Conference on Machine Translation, Nov. 2021 [bibTex] [PDF]
- , Secure protocol buffers for Bluetooth Low-Energy communication with wearable devices, presented at 2021 IEEE 20th International Symposium on Network Computing and Applications (NCA), Nov. 2021 [DOI Article link] [bibTex]
- , Socially Aware Interactions: From Dialogue Trees to Natural Language Dialogue Systems, presented at CONVERSATIONS'21 – the 5th International Workshop on Chatbot Research, Nov. 2021 [bibTex] [PDF]
- , SRAM Performance Sensor, presented at XXXVI Conference on Design of Circuits and Integrated Systems (DCIS), Nov. 2021 [DOI Article link] [bibTex]
- , Uncertainty-Aware Machine Translation Evaluation, presented at Findings of the Association for Computational Linguistics: EMNLP 2021, Nov. 2021 [DOI Article link] [bibTex] [PDF]
- , “How Was the Match?”: Semantic similarity between electronic media commentary and work domain analysis key phrases, presented at 9th International Conference on Sport Sciences Research and Technology Support - icSPORTS, Oct. 2021 [DOI Article link] [bibTex]
- , A Deep Learning Approach to Recognize Human Activity using Inertial Sensors and Motion Capture Systems, presented at 7th International Conference on Fuzzy Systems and Data Mining (FSDM 2021), Oct. 2021 [DOI Article link] [bibTex]
- , Black-box model reduction of the C. Elegans nervous system, presented at 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Oct. 2021 [bibTex]
- , Breadth-First Search Leakage Tolerant Commutation Method for Matrix Converters in Three-Phase Solid State Transformers, presented at 47th Annual Conference of the IEEE Industrial Electronics Society, Oct. 2021 [bibTex]
- , From Implicit Preferences to Ratings: Video Games Recommendation based on Collaborative Filtering, presented at 13th International Joint Conference on Knowledge Discovery and Information Retrieval, Oct. 2021 [bibTex]
- , Kauri: Scalable BFT Consensus with Pipelined Tree-Based Dissemination and Aggregation, presented at The 28th ACM Symposium on Operating Systems Principles (SOSP), Oct. 2021 [DOI Article link] [bibTex]
- , Modelling and regulating safety compliance: Game theory lessons from AI development races analyses, presented at in AISafety 2021 Workshop of IJCAI 2021, 2021, Oct. 2021 [bibTex]
- , Modular-Matrix-Converter-Based Smart Transformer for Hybrid Microgrid, presented at 47th Annual Conference of the IEEE Industrial Electronics Society, Oct. 2021 [bibTex]
- , On the Stability of a Minimum-Loss Controlled Dual-VSI DFIG-DC System, presented at IECON 2021, Oct. 2021 [bibTex]
- , Short-term load forecasting using time series clustering, presented at 16th Conference on Sustainable Development of Energy, Water and Environment Systems - SDEWES2021 Dubrovnik, Oct. 2021 [bibTex]
- , Speech as Personally Identifiable Information, presented at 11th Conference on Speech Technology and Human-Computer Dialogue (SPED 2021), Oct. 2021 [bibTex]
- , The Seesaw Algorithm: Function Optimization Using Implicit Hitting Sets, presented at 27th International Conference on Principles and Practice of Constraint Programming, Oct. 2021 [DOI Article link] [bibTex] [PDF]
- , Transformer-based language models for semantic search and mobile applications retrieval, presented at 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Oct. 2021 [DOI Article link] [bibTex]
- , Using Recurrent Neural Networks to model the dynamic behaviour of the C. Elegans nervous system, presented at Champalimaud Research Symposium 2021, Oct. 2021 [bibTex]
- , Wind Speed Forecasting using Feed-Forward Artificial Neural Network, presented at 18th International Conference on Distributed Computing and Artificial Intelligence, Oct. 2021 [bibTex]
- , Wireless Home Automation System for Multifunctional Devices Incorporating Internet of Things (IoT), presented at ICECCME 2021 - The International Conference on Electrical, Computer, Communications and Mechatronics Engineering, Mauritius, Oct. 2021 [bibTex]
- , A Vector Voltage Modulator for a Dual Inverter with a Floating Bridge to Operate in Normal and Fault Tolerant Mode, presented at 10th International Conference on Renewable Energy Research and Applications (ICRERA), Sep. 2021 [DOI Article link] [bibTex]
- , Ad Hoc Teamwork in the Presence of Non-Stationary Teammates, presented at 20th EPIA Conference on Artificial Intelligence, Sep. 2021 [bibTex]
- , Assessing Robustness in Multimodal Transportation Systems: A case study in Lisbon, presented at European Transport Conference (ETC), Sep. 2021 [bibTex]
- , Assessment of User Mobility's Influence on System Loss in Several Body-To-Body Scenarios, presented at PIMRC 2021 – 32nd IEEE Symposium on Personal, Indoor, Mobile and Radio Communications, Sep. 2021 [bibTex]
- , Bidding Strategies for Virtual Power Plants in the Iberian Electricity Market, presented at IEEE International Conference on Environment and Electrical Engineering, Sep. 2021 [bibTex]
- , Blockchain Address Transparency with DNS, presented at 26th IEEE Symposium on Computers and Communications, Sep. 2021 [bibTex]
- , Commercial Demand Response in Technical Virtual Power Plants, presented at SEST 2021: International Conference on Smart Energy Systems and Technologies, Sep. 2021 [bibTex]
- , EEG Model: Emotional Episode Generation for Social Sharing of Emotions, presented at IVA’2021 – the 21st International Conference on Intelligent Virtual Agents, Sep. 2021 [bibTex]
- , Enabling Cross- Jurisdiction Digital Asset Transfer, presented at IEEE International Conference on Services Computing (SCC), Sep. 2021 [bibTex]
- , Generalizing QoS-Aware Memory Bandwidth Allocation to Multi-Socket Cloud Servers, presented at IEEE 14th International Conference on Cloud Computing (CLOUD), Sep. 2021 [DOI Article link] [bibTex] [PDF]
- , Generating Test Cases from Use Cases and Structured Scenarios: Experiences with the RSL Language, presented at International Conference on Information Systems Development'2021, Sep. 2021 [bibTex]
- , Helping People On The Fly: Ad Hoc Teamwork for Human-Robot Teams, presented at 20th EPIA Conference on Artificial Intelligence, Sep. 2021 [bibTex]
- , Inference of Dynamic Origin-Destination Matrices with Trip and Transfer Status from Individual Smart Card Data, presented at European Transport Conference (ETC), Sep. 2021 [bibTex]
- , MARE: an Active Learning Approach for Requirements Classification, presented at 29th IEEE International Requirements Engineering Conference, Sep. 2021 [bibTex]
- , Model order reduction of the C.Elegans nervous system with POD-DEIM, presented at 2021 Bernstein Conference, Sep. 2021 [DOI Article link] [bibTex]
- , MuSyFI - Music Synthesis From Images, presented at International Conference on Computational Creativity, ICCC’21, Sep. 2021 [bibTex]
- , One Arm to Rule Them All: Online Learning with Multi-armed Bandits for Low-resource Conversational Agents, presented at 20th EPIA Conference on Artificial Intelligence, Sep. 2021 [DOI Article link] [bibTex] [PDF]
- , Performance Evaluation of GAM in Off-Body Path Loss Modelling for Body Area Networks, presented at PIMRC 2021 – 32nd IEEE Symposium on Personal, Indoor, Mobile and Radio Communications, Sep. 2021 [bibTex]
- , Providing Flexibility in Distribution Systems by Electric Vehicles and Distributed Energy Resources in the Context of Technical Virtual Power Plants, presented at IEEE International Conference on Environment and Electrical Engineering, Sep. 2021 [bibTex]
- , Specializing Generic Java Data Structures, presented at 18th ACM SIGPLAN International Conference on Managed Programming Languages and Runtimes (MPLR ’21), Sep. 2021 [bibTex]
- , Uncertainty in daylight simulations of algorithmically generated complex shading screens, presented at Building Simulation Conference, Sep. 2021 [bibTex]
- , Using Soft Labels to Model Uncertainty in Medical Image Segmentation, presented at MICCAI Brain Lesion workshop, Sep. 2021 [bibTex] [PDF]
- , Video-based tracking of fishes in the Lisbon Oceanarium, presented at OCEANS 2021, Sep. 2021 [bibTex]
- , Where are the Passengers? Individual Passenger Route Choice Estimation from Gate Information in Urban Rail Transit Systems, presented at European Transport Conference (ETC), Sep. 2021 [bibTex]
- , Fourth-Order Exhaustive Epistasis Detection for the xPU Era, presented at ICPP 2021: 50th International Conference on Parallel Processing, Aug. 2021 [DOI Article link] [bibTex] [Video]
- , From A-Pose to AR-Pose: Animating Characters in Mobile AR, presented at SIGGRAPH '21, Aug. 2021 [DOI Article link] [bibTex]
- , MT-TELESCOPE: An interactive platform for contrastive evaluation of MT systems, presented at Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: System Demonstrations, Aug. 2021 [DOI Article link] [bibTex] [PDF]
- , MUAHAH: Taking the Most out of Simple Conversational Agents, presented at 10th Symposium on Languages, Applications and Technologies (SLATE 2021), Aug. 2021 [DOI Article link] [bibTex]
- , Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort, presented at The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Aug. 2021 [DOI Article link] [bibTex] [PDF]
- , Particle-In-Cell Simulation using Asynchronous Tasking, presented at 27th International European Conference on Parallel and Distributed Computing (Euro-Par 21), Aug. 2021 [bibTex]
- , Smart Distributed DataSets for Streaming, presented at 27th International European Conference on Parallel and Distributed Computing (Euro-Par 2021), Aug. 2021 [bibTex]
- , Social robots as leaders: leadership styles in human robot teams, presented at RO-MAN 2021 - the 30th International Conference on Robot and Human Interactive Communication, Aug. 2021 [bibTex]
- , The Seesaw Algorithm: Function Optimization using Implicit Hitting Sets, presented at International Conference on Principles and Practice of Constraint Programming, Aug. 2021 [bibTex]
- , Transfer Learning-Based Cough Representations for Automatic Detection of COVID-19, presented at Interspeech 2021, Aug. 2021 [DOI Article link] [bibTex] [PDF]
- , Validating the plot of Interactive Narrative games, presented at CoG 2021- International Conference on Games, Aug. 2021 [bibTex]
- , Virtual Static Security Analyzer for Web Applications, presented at Trustcom, Aug. 2021 [bibTex]
- , Visual Speech for Obstructive Sleep Apnea Detection, presented at Interspeech 2021, Aug. 2021 [DOI Article link] [bibTex] [PDF]
- , Brief Announcement: BALM: QoS-Aware Memory Bandwidth Partitioning for Multi-Socket Cloud Nodes, presented at 33rd ACM Symposium on Parallelism in Algorithms and Architectures (SPAA '21), Jul. 2021 [DOI Article link] [bibTex]
- , Control of PV Distributed Systems Based on Three-Phase Triple Inverters to Support Grids with Unbalanced Loads, presented at IEEE EUROCON-2021, Jul. 2021 [DOI Article link] [bibTex]
- , Electric Vehicle Integrated Battery Charger for an AC drive with Open Windings, presented at IEEE PowerEng 2021, Jul. 2021 [DOI Article link] [bibTex]
- , Fuzzy Influence in Fuzzy Semantic Similarity Measures, presented at FUZZ-IEEE 2021, Jul. 2021 [bibTex]
- , Gillian, Part II: Real-World Verification for JavaScript and C, presented at Computer Aided Verification, Jul. 2021 [DOI Article link] [bibTex] [PDF]
- , Interleaved Wide-bandgap Semiconductor-based Power Converters for Fuel Cell Powered Electric Vehicles, presented at IEEE PowerEng 2021, Jul. 2021 [DOI Article link] [bibTex]
- , Naos: Serialization-free RDMA networking in Java, presented at 2021 USENIX Annual Technical Conference (ATC'21), Jul. 2021 [bibTex]
- , Retrieval Augmentation for Deep Neural Networks, presented at IEEE/INNS International Joint Conference on Neural Networks (IJCNN), Jul. 2021 [bibTex]
- , Self-Adaptation for Machine Learning Based Systems, presented at Workshop on Software Architecture and Machine Learning (SAML), Jul. 2021 [bibTex]
- , Semantic Search of Mobile Applications Using Word Embeddings, presented at 10th Symposium on Languages, Applications and Technologies (SLATE 2021), Jul. 2021 [DOI Article link] [bibTex]
- , Sentiment Analysis of Portuguese Economic News, presented at 10th Symposium on Languages, Applications and Technologies (SLATE 2021), Jul. 2021 [DOI Article link] [bibTex]
- , The impact of charging electric vehicles in electrical public substations, presented at IEEE CPE-POWERENG 2021, Jul. 2021 [bibTex]
- , Wireless Power Transfer System For Electric Vehicle Charging, presented at YEF-ECE 2021 - 5th International Young Engineers Forum on Electrical and Computer Engineering, Jul. 2021 [bibTex]
- , A Bidirectional DC-DC Converter to Interlink Unipolar and Bipolar DC Microgrids, presented at 9th International Conference On Smart Grid (icSmartGrid), Jun. 2021 [DOI Article link] [bibTex]
- , A Biomedical Imaging System Based on an Integrated Array of Magnetoresistive Sensors, Jun. 2021 [bibTex]
- , A Probabilistic Model Checking Approach to Self-Adapting Machine Learning Systems, presented at Proceedings of the Third International Workshop on Automated and verifiable Software sYstem DEvelopment (ASYDE), Jun. 2021 [bibTex]
- , AlloyMax: Bringing Maximum Satisfaction toRelational Specifications, presented at ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), Jun. 2021 [bibTex]
- , Analysis and Loop-Shaping of Holomorphic Dynamical PDE Systems, presented at 29th Mediterranean Conference on Control and Automation (MED), Jun. 2021 [DOI Article link] [bibTex]
- , Combining Off and On-Policy Training in Model-Based Reinforcement Learning, presented at Adaptive and Learning Agents @ AAMAS 2021, Jun. 2021 [bibTex] [PDF]
- , Compiler-Assisted Object Inlining with Value Fields, presented at 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation (PLDI'21), Jun. 2021 [bibTex]
- , Development of a Blockchain-Based Energy Trading Scheme for Prosumers, presented at 2021 IEEE Madrid PowerTech, Jun. 2021 [bibTex]
- , Development of an off-grid micro-inverter for a scalable photovoltaic kit, presented at IEEE International Symposium on Electronics (ISIE 2021), Jun. 2021 [DOI Article link] [bibTex]
- , Efficient and Eventually Consistent Collective Operations, presented at IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum (IPDPSW), Jun. 2021 [DOI Article link] [bibTex]
- , FoolHD: Fooling Speaker Identification by Highly Imperceptible Adversarial Disturbances, presented at ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun. 2021 [DOI Article link] [bibTex] [Video]
- , How to Approximate Leximax-optimal Solutions, presented at Pragmatics of SAT 2021, Jun. 2021 [bibTex]
- , Methods for Fast Characterization of Noise and Offset in Dynamic Comparators, Jun. 2021 [bibTex]
- , Multilingual Simultaneous Sentence End and Punctuation Prediction, presented at Proceedings of the 1st Shared Task on Sentence End and Punctuation Prediction in NLG Text (SEPP-NLG 2021) held at SwissText 2021, Jun. 2021 [bibTex]
- , Optimal Placement of Data Concentrators and Repeaters in PLC-enabled Smart Grids, presented at IEEE Madrid Power Tech, Jun. 2021 [DOI Article link] [bibTex]
- , PositNN: Training Deep Neural Networks with Mixed Low-Precision Posit, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2021), Jun. 2021 [bibTex] [PDF]
- , Pulsarcast: Scalable, Reliable Pub-Sub over P2P Nets, presented at DI2F: DECENTRALISING THE INTERNET WITH IPFS AND FILECOIN (Workshop co-located with IFIP Networking 2021 Conference), Jun. 2021 [bibTex]
- , Setting up Educational Escape Games: Lessons learned in a Higher Education setting, presented at th International Conference of the Portuguese Society for Engineering Education (CISPEE), Jun. 2021 [DOI Article link] [bibTex]
- , Soft Flocks for Rendezvous and Pursuit Missions with Distributed MPC, presented at 2021 29th Mediterranean Conference on Control and Automation (MED), Jun. 2021 [DOI Article link] [bibTex]
- , Supporting RISC-V Performance Counters through Performance Analysis Tools for Linux (Perf), presented at 5th Workshop on Computer Architecture Research with RISC-V (CARRV 2021), Jun. 2021 [bibTex] [PDF]
- , The in-the-Wild Speech Medical Corpus, presented at ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun. 2021 [DOI Article link] [bibTex]
- , Unlimited Vector Extension with Data Streaming Support, presented at International Symposium on Computer Architecture (ISCA), Jun. 2021 [DOI Article link] [bibTex] [PDF]
- , A Temperature-Compensated 57 ppm/ ◦C 10MHz, 2.4μW Stacked Ring Oscillator, presented at IEEE International Symposium on Circuits and Systems (ISCAS), May. 2021 [bibTex]
- , An On-chip Clock Generation Circuit for Smart Catheters, presented at IEEE International Symposium on Circuits and Systems (ISCAS), May. 2021 [bibTex]
- , CHARET: Character-centered Approachto Emotion Tracking in Stories, presented at 20th International Conference on Autonomous Agents and Multiagent Systems, May. 2021 [bibTex]
- , Community Based Robot Design for Classrooms with MixedVisual Abilities Children, presented at CHI Conference on Human Factors in Computing Systems (CHI ’21), May. 2021 [DOI Article link] [bibTex] [PDF]
- , Eliciting Fairness in Multiplayer Bargaining through Network-based Role Assignment, presented at 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), May. 2021 [bibTex] [PDF]
- , From Warm to Hot Starts: Leveraging Runtimes for the Serverless Era, presented at Workshop on Hot Topics in Operating Systems (HotOS'21), May. 2021 [bibTex]
- , HEDAcc: FPGA-based Accelerator for High-order Epistasis Detection, presented at 2021 IEEE 29th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), May. 2021 [DOI Article link] [bibTex]
- , Lift: An Educational Interactive Stochastic Ray Tracing Framework with AI-Accelerated Denoiser, presented at WSCG'2021 – 29th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (in cooperation with Eurographics Association and ACM), May. 2021 [DOI Article link] [bibTex] [PDF]
- , Self-Adaptation for Machine Learning Based Systems, presented at Proceedings of the 1st International Workshop on Software Architecture and Machine Learning (SAML), May. 2021 [bibTex]
- , SOAR: A Synthesis Approach for Data Science API Refactoring, presented at International Conference on Software Engineering (ICSE), May. 2021 [bibTex] [Video]
- , To Splat Straight with Crooked Points: Rendering Noisy Meshes and Point Clouds using Coherent Tangent Vector Fields, presented at Eurographics 2021, May. 2021 [DOI Article link] [bibTex]
- , Towards a Wireless System That Can Monitor the Encapsulation of Mm-Sized Active Implants in Vivo for Bioelectronic Medicine, presented at International IEEE EMBS Conference on Neural Engineering, May. 2021 [bibTex]
- , Transactions in the Era of Non Volatile Memory and Heterogeneous Memory Architectures, presented at Workshop on Performance and Energy-efficiency in Concurrent Systems, May. 2021 [bibTex]
- , Agents for Automated User Experience Testing, presented at ICST’2021 – the 14th International Conference on Software Testing, Verification and Validation Workshops (AIST - 1st International Workshop on Artificial Intelligence in Software Testing), Apr. 2021 [bibTex]
- , An Agent-based Architecture for AI-Enhanced Automated Testing for XR Systems, presented at ICST’2021 – the 14th International Conference on Software Testing, Verification and Validation Workshops (AIST - 1st International Workshop on Artificial Intelligence in Software Testing), Apr. 2021 [bibTex]
- , Enterprise Architecture Patterns for GDPR Compliance, presented at 23rd International Conference on Enterprise Information Systems (ICEIS 2021), Apr. 2021 [bibTex]
- , Framing Enterprise Engineering within General System’s Theory: Perspectives of a Human Centered Future, presented at 10th Enterprise Engineering Working Conference (EEWC), Apr. 2021 [bibTex]
- , From Music to Image, a Computational Creativity Approach, presented at Artificial Intelligence in Music, Sound, Art and Design. EvoMUSART, Apr. 2021 [DOI Article link] [bibTex]
- , Persuasive Social Robot Using Reward Power over Repeated Instances of Persuasion, presented at PERSUASIVE 2021 – the 16th International Conference on Persuasive Technology, Apr. 2021 [bibTex]
- , Privacy by Design Enterprise Architecture Patterns, presented at 23rd International Conference on Enterprise Information Systems (ICEIS 2021), Apr. 2021 [bibTex]
- , Reward Seeking or Loss Aversion? Impact of Regulatory Focus Theory on Emotional Induction in Children and Their Behavior Towards a Social Robot, presented at CHI Conference on Human Factors in Computing Systems, Apr. 2021 [bibTex]
- , Sculpture Inspired Musical Composition, One Possible Approach, presented at Artificial Intelligence in Music, Sound, Art and Design. EvoMUSART, Apr. 2021 [DOI Article link] [bibTex]
- , Systematic Selection and Prioritization of Communication Channels in the Healthcare Sector, presented at 23rd International Conference on Enterprise Information Systems (ICEIS 2021), Apr. 2021 [bibTex]
- , UNIANO: robust and efficient anomaly consensus in time series sensitive to cross-correlated anomaly profiles, presented at SIAM International Conference on Data Mining, Apr. 2021 [bibTex]
- , Children as robot designers, presented at ACM/IEEE International Conference on Human-Robot Interaction (HRI), Mar. 2021 [bibTex]
- , Decentralized Enforcement of DEMO Action Rules Using Blockchain Smart Contracts, presented at 10th Enterprise Engineering Working Conference (EEWC), Mar. 2021 [bibTex]
- , Domain Adaptation in Dialogue Systems using Transfer and Meta-Learning, presented at IberSPEECH 2020, Mar. 2021 [bibTex]
- , Energy Routers in Transactive Energy Communities, presented at 22nd IEEE International Conference on Industrial Technology (ICIT), Mar. 2021 [DOI Article link] [bibTex]
- , Exploring Bi-Directional Pinpointing Techniques for Cross-Reality Collaboration, Mar. 2021 [DOI Article link] [bibTex]
- , FOREST: An Interactive Multi-tree Synthesizer for Regular Expressions, presented at 27th International Conference on Tools and Algorithms for the Construction and Analysis of Systems, TACAS 2021, Mar. 2021 [DOI Article link] [bibTex]
- , Hermes: Enabling efficient large-scale simulation in MATSim, presented at 9th International Workshop on Agent-based Mobility, Traffic and Transportation Models (ABMTRANS'21), Mar. 2021 [bibTex]
- , Impact of Vowel Reduction in L2 chinese learners of Portuguese, presented at IberSPEECH 2021, Mar. 2021 [bibTex] [PDF]
- , Integrating Benefits Dependency Network in ArchiMate, 10th Enterprise Engineering Working Conference (EEWC, Mar. 2021 [bibTex]
- , Investigating the Semantics of Futures in Transactional Memory Systems, presented at The 26st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP), Mar. 2021 [bibTex]
- , Monolith Modularization Towards Microservices: Refactoring and Performance Trade-offs, presented at Proceedings of the 18th International Conference on Software Architecture (ICSA 2021), Mar. 2021 [DOI Article link] [bibTex]
- , Nativeness Assessment for Crowdsourced Speech Collections, presented at IberSPEECH 2020, Mar. 2021 [bibTex]
- , Packing and Fusing Narrow-Width Vector Operations for Energy-Efficient SIMD, presented at International Conference on High Performance Computing & Simulation (HPCS 2020), Mar. 2021 [bibTex] [PDF]
- , Promoting Reality Awareness in Virtual Reality through Proxemics, presented at IEEE Symposium on Virtual Reality and 3D User Interfaces 2021, Mar. 2021 [bibTex]
- , Reducing the Subscription Latency in Reliable Causal Publish-Subscribe Systems, presented at The 36th ACM/SIGAPP Symposium On Applied Computing (SAC), Mar. 2021 [bibTex]
- , TRIBUS: An end-to-end automatic speech recognition system for European Portuguese, presented at IberSPEECH 2020, Mar. 2021 [bibTex]
- , “A Machine Learning Approach for Real Time Prediction of Last Minute Medical Appointments No-Shows, presented at 14th International Conference on Health Informatics (HEALTHINF 2021), Feb. 2021 [bibTex]
- , A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers, presented at AAAI Workshop on AI for Urban Mobility (AI4UM), Feb. 2021 [bibTex]
- , Acronym Expander at SDU@AAAI-21: an Acronym Disambiguation Module, presented at Proceedings of the Workshop on Scientific Document Understanding co-located with 35th AAAI Conference on Artificial Intelligence (SDU@AAAI 2021), Feb. 2021 [bibTex]
- , FlowLens: Enabling Efficient Flow Classification for ML-based Network Security Applications, presented at Proceedings of Network and Distributed System Security Symposium (NDSS), Feb. 2021 [bibTex]
- , fMRI Multiple Missing Values Imputation Regularized by a Recurrent Denoiser, presented at Artificial Intelligence in Medicine (AIME), Feb. 2021 [bibTex]
- , Social network interventions to prevent reciprocity-driven polarization, presented at n Proc. of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), U. Endriss, A. Nowé, F. Dignum, A. Lomuscio (eds.), May 3-7, 2021, Extended Abstract, IFAAMAS (2021)., Feb. 2021 [bibTex]
- , SPHT: Scalable Persistent Hardware Transactions, presented at 19th USENIX Conference on File and Storage Technologies (FAST), Feb. 2021 [bibTex] [PDF] [Video]
- , Boxer: Data Analytics on Network-enabled Serverless Platforms, presented at 11th Annual Conference on Innovative Data Systems Research (CIDR'21), Jan. 2021 [bibTex]
- , Designing an IT Risk Management Ontology grounded on Systematic Literature Review, presented at Hawaii International Conference on System Sciences, Jan. 2021 [bibTex]
- , Designing and Validating a Blockchain-based Architecture to Enforce Privacy in Human Robot Interaction, presented at Hawaii International Conference on System Sciences, Jan. 2021 [bibTex]
- , Dynamic reactive power management based on forecasts and chronological power flow, presented at CIRED - Open Access Proceedings Journal, Jan. 2021 [DOI Article link] [bibTex]
- , Fading Analysis for BANs in Cylindrical Rooms with Metallic Walls, presented at ISAP 2020 – 2020 International Symposium on Antennas and Propagation, Jan. 2021 [bibTex]
- , Fading Analysis for BANs in Cylindrical Rooms with Metallic Walls, presented at Proc. of ISAP 2020 – 25th International Symposium on Antennas and Propagation, Jan. 2021 [DOI Article link] [bibTex]
- , Mobile Marketing in Health: User Experience Guiding the Implementation of a Medical Booking Application, presented at Biomedical Engineering Systems and Technologies. BIOSTEC 2020, Jan. 2021 [DOI Article link] [bibTex]
- , Process Digitalization using Blockchain –EU Parliament Elections Case Study, presented at Proceedings of the 9th International Conference on Model-Driven Engineering and Software Development (MODELSWARD), Jan. 2021 [DOI Article link] [bibTex]
National Conferences: 11
2022
- , Community detection for the characterization of transcriptional regulatory networks of yeast species, presented at INForum, Sep. 2022 [bibTex]
2021
- , Selecting a GC for Java Applications, presented at Norsk Informatikkonferanse (NIK), Nov. 2021 [bibTex]
- , Denial-of-service test-bed for distributed location proof system, presented at INForum - Simpósio de Informática, Sep. 2021 [bibTex]
- , Epistasis Detection with DPC++ and OpenCL for Intel CPU and GPU, presented at INFORUM, Sep. 2021 [bibTex]
- , Location Certificate Transparency for third-party-verifiable location proofs, presented at INForum - Simpósio de Informática, Sep. 2021 [bibTex]
- , Offensive security assessment of a REST API for a location proof system, presented at INForum - Simpósio de Informática, Sep. 2021 [bibTex]
- , POSE: Protocol Buffer-based Security Enhancement for Location Proof System on Constrained Devices, presented at INForum - Simpósio de Informática, Sep. 2021 [bibTex]
- , Rethinking Linux's Page Management to Support the new Intel Optane DC Persistent Memory, presented at Inforum, Sep. 2021 [bibTex]
- , Sistema de inspecção de edifícios com base em conhecimento especializado: Metodologia de desenvolvimento de uma aplicação informática, presented at CONREA21 O Congresso da Reabilitação Livro de Atas, Jun. 2021 [DOI Article link] [bibTex]
- , Sistema de inspecção de edifícios com base em conhecimento especializado: Perspectiva de utilização em trabalho de campo via aplicação informática, presented at CONREA2021 - O Congresso da Reabilitação, Jun. 2021 [DOI Article link] [bibTex]
National Journal Articles: 1
2022
- , Analysis of chronic pain descriptions for base-pathology prediction: the case of rheumatoid arthritis versus spondylitis, article in Dor, to appear on 2022, APED [bibTex]
Dissertations
PhD Theses: 19
2022
- advised by Rodrigo Rodrigues and Marco Canini, Automatic Configuration for Cloud Workloads, PhD Thesis at Instituto Superior Técnico (ULisboa) / Université catolique de Louvain, work in progresson 2022 [bibTex]
- advised by Helena Galhardas and Dennis Shasha, Towards Effective and Effortless Data Cleaning: from Automatic Approaches to User Involvement, PhD Thesis at Instituto Superior Técnico, Nov. 2022 [bibTex]
- advised by David Martins de Matos and Ricardo Ribeiro, Semantic Structures of Music Artifacts, PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2022 [bibTex]
- advised by Gonçalo Nuno Gomes Tavares and Manuel Duarte Ortigueira, Complex-valued ARMA model parameterization methods: design, characterization, and numerical regularization, PhD Thesis at Universidade de Lisboa - Instituto Superior Técnico, Feb. 2022 [bibTex]
2021
- advised by João Barreto and Vladimir Vlassov, Bandwidth-aware page placement in asymmetric NUMA systems, PhD Thesis, Nov. 2021 [bibTex]
- advised by João Barreto, Efficient support for large transactions in transactional memory systems, PhD Thesis at Instituto Superior Técnico - Technical University Lisbon, Nov. 2021 [bibTex]
- advised by Luís Veiga and A. P. Francisco, Graph Processing: Distributed Frameworks, Approximations and Compact Data Structures, PhD Thesis at Instituto Superior Técnico, UL, Sep. 2021 [bibTex]
- advised by Pedro T. Monteiro and Inês Lynce, Model Revision of Boolean Logical Models of Biological Regulatory Networks, PhD Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
- advised by Ana Paiva and Pierre Dillenbourg, Exploring Spatial Perspective Taking in Human-Robot Interaction, PhD Thesis at Instituto Superior Técnico, Aug. 2021 [bibTex]
- advised by Nuno Santos and Ramin Sadre, Building Private-by-Design IoT Systems, PhD Thesis, Jul. 2021 [bibTex]
- advised by Ana Paiva and Francisco S. Melo, Group Intelligence on Social Robots, PhD Thesis, Jul. 2021 [bibTex] [PDF]
- advised by Inês Lynce and Pedro T. Monteiro, Solving Scheduling Problems under Disruptions, PhD Thesis at Instituto Superior Técnico, Jul. 2021 [bibTex]
- advised by Isabel Trancoso and Bhiksha Raj, In-the-wild detection of speech affecting diseases, PhD Thesis at Instituto Superior Técnico, University of Lisbon / Carnegie Mellon University, Jun. 2021 [bibTex] [PDF]
- advised by Rui Prada and Pedro Santos, Persuasive Social Agents using Social Power Dynamics, PhD Thesis at instituto Superior Técnico, Universidade de Lisboa, Jun. 2021 [bibTex]
- advised by Jorge Manuel dos Santos Ribeiro Fernandes and Susana Freitas, Circuits and Signal Processing for Magnetoresistive Sensor Arrays, PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, Mar. 2021 [bibTex]
- advised by Ana Paiva and Francisco Esteves, Using social robots to encourage honest behaviours, PhD Thesis, Mar. 2021 [bibTex]
- advised by Miguel Correia, Leveraging Machine Learning Strategies for Network Intrusion Detection, PhD Thesis, Feb. 2021 [bibTex]
- advised by Susana Vinga and Arlindo L. Oliveira, Network-based sparse regularization for the identification of disease signatures, PhD Thesis at Instituto Superior Técnico, Feb. 2021 [bibTex]
- advised by Ana Paiva and Carlos António Roque Martinho, Personality-based Persuasion by an Interactive SocialRobot Storyteller, PhD Thesis, Feb. 2021 [bibTex]
MSc Theses: 180
2022
- advised by Arlindo L. Oliveira, Aceleração da Aprendizagem por Reforço Usando Arquitecturas de Redes Neuronais Profundas Baseadas em Transformadores, MSc Thesis at Instituto Superior Técnico, Oct. 2022 [bibTex]
- advised by Arlindo L. Oliveira, Metodos para Segmentação de Imagens usando Arquitecturas como Mecanismos de Atenção, MSc Thesis at Instituto Superior Técnico, Oct. 2022 [bibTex]
- advised by Arlindo L. Oliveira and Catarina Fonseca, Prognostico de Acidentes Vasculares Cerebrais com Base em Tomografia Computorizada Usando a Aprendizagem Profunda, MSc Thesis, Oct. 2022 [bibTex]
- advised by David Martins de Matos and Eugénio Ribeiro, Domain learning through dialog, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2022 [bibTex]
- advised by Bruno Martins, Remote Sensing for Image Captioning, MSc Thesis at Instituto Superior Técnico, May. 2022 [bibTex]
- advised by Helena Moniz and Isabel Trancoso, Perception in L2 in a Classroom Environment With L2 Portuguese Chinese Students, MSc Thesis at University of Lisbon, Feb. 2022 [bibTex]
2021
- advised by Pedro T. Monteiro and Miguel C. Teixeira, A Metabolic-Regulatory Genome-Scale Integration forSaccharomyces cerevisiae: Predicting Targets forIncreased Ethanol Production, MSc Thesis at Instituto Superior Técnico, Dec. 2021 [bibTex]
- advised by Miguel Matos, ATOCS - Automatic Configuration of Secure Databases, MSc Thesis, work in progresson 2021 [bibTex]
- advised by Pedro Tomás and Nuno Roma, Automatic detection of forest fires: a deep learning approach, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa (before Bolonha), Dec. 2021 [bibTex]
- advised by Sérgio Guerreiro, Collaborative discovery and enrichment of business process models using a semantification approach, MSc Thesis at Instituto Superior Técnico, work in progresson 2021 [bibTex]
- advised by Bruno Martins, Convolutional Neural Networks for the Classification of 3D Medical Images, MSc Thesis, work in progresson 2021 [bibTex]
- advised by Jorge Manuel dos Santos Ribeiro Fernandes and Taimur Rabuske, Design of a High Resolution Magnetic Scanner for Cancer Screening, MSc Thesis, Dec. 2021 [bibTex]
- advised by Ricardo Ribeiro and Fernando Batista, Deteção Automática de Sinais de Depressão em Redes Sociais, MSc Thesis at Iscte - Instituto Universitário de Lisboa, Dec. 2021 [bibTex]
- advised by Bruno Martins and Maguelonne Teisseire, Document Geocoding and Toponym Resolution with Neural Language Models,, MSc Thesis, work in progresson 2021 [bibTex]
- advised by Rui Miguel Carrasqueiro Henriques, Generative modeling of demand in the public transport network in the city of Lisbon: context-sensitive and multi-modal dynamics, MSc Thesis, Dec. 2021 [bibTex]
- advised by Aleksandar Ilic and Leonel Sousa, High-Performance Machine Learning in Biomedicine: Towards Efficient Epistasis Detection, MSc Thesis, Dec. 2021 [bibTex]
- advised by Pedro T. Monteiro and Sofia Teixeira, Network motifs in multi-graphs, MSc Thesis at IST, Dec. 2021 [bibTex]
- advised by Teresa Maria Sá Ferreira Vazão Vasques, Sensing Platform for Counting People, MSc Thesis, work in progresson 2021 [bibTex]
- advised by Ricardo Chaves, Side-Channel Setup for Chip Testing, MSc Thesis at IST (before Bolonha), work in progresson 2021 [bibTex]
- advised by Miguel Matos and João Barreto, AstroChain: Proof-of-Space with Random Beacons, MSc Thesis at Instituto Superior Técnico, Nov. 2021 [bibTex]
- advised by Miguel Pardal, Attack SureThing! Vulnerability assessment, penetration testing and attack tournament on location proof system, MSc Thesis at Instituto Superior Técnico, Nov. 2021 [bibTex]
- advised by Ricardo Ribeiro and Fernando Batista, Automatic Aggression Detection in Social Media, MSc Thesis at Iscte - Instituto Universitário de Lisboa, Nov. 2021 [bibTex]
- advised by Vasco Manquinho and Inês Lynce, Automatic Chart Interpretation, MSc Thesis at IST, Nov. 2021 [bibTex]
- advised by Luísa Coheur and Miguel Pardal, Best Way to Squeeze: A Comparison of Model Compression Techniques in Natural Language Processing, MSc Thesis at Instituto Superior Técnico, Nov. 2021 [bibTex]
- advised by Isabel Trancoso and Alberto Abad, Biomarkers of sleep disorders, MSc Thesis, Nov. 2021 [bibTex]
- advised by Mikolas Janota and Vasco Manquinho, Boolean Leximax Optimisation using Iterative SAT Solving, MSc Thesis at IST, U. Lisboa, Nov. 2021 [bibTex]
- advised by Nuno Roma and Vítor Manuel de Mira França, Bring Your Own Token, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa (before Bolonha), Nov. 2021 [bibTex]
- advised by Luísa Coheur, Building chatbots for customer support: fast and serious!”, MSc Thesis at IST, Nov. 2021 [bibTex]
- advised by Luísa Coheur and Rui Prada, Chronicles of Crime: Alexa, the Little Assistant Detective, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2021 [bibTex]
- advised by Alberto Abad and H. Sofia Pinto, Contributions towards the possible identification of psychosis through speech processing in Portuguese, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2021 [bibTex]
- advised by Luísa Coheur, Criação de uma Chatbot como base em legendas de filmes, MSc Thesis, Nov. 2021 [bibTex]
- advised by Paolo Romano, Debunking the CPU+GPU Processing with Transactional Memory, MSc Thesis, Nov. 2021 [bibTex]
- advised by Bruno Martins, Deep Learning for Language and Vision, MSc Thesis at Instituto Superior Técnico, Nov. 2021 [bibTex]
- advised by David Martins de Matos and Alberto Abad, Explaining Parkinson's Disease Computational Diagnostic based on Speech Analysis, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2021 [bibTex]
- advised by H. Sofia Pinto, From Music to Animations, A Computational Creativity Approach, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2021 [bibTex]
- advised by H. Sofia Pinto and José Borbinha, Local Web Application Development, Framework Proposal and Demonstration on Two Case Studies, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2021 [bibTex]
- advised by Miguel Pardal and Leonardo Sampaio Rocha, Location Certificate Transparency, MSc Thesis at Instituto Superior Técnico, Nov. 2021 [bibTex]
- advised by Fernando Ramos and Salvatore Signorello, Network support for attack detection: change you can believe in!, MSc Thesis at Instituto Superior Técnico, Nov. 2021 [bibTex]
- advised by Inês Lynce and Miguel Neves, Next-Gen Pure Function Synthesis in OutSystems, MSc Thesis, Nov. 2021 [bibTex]
- advised by João F. Ferreira and Alexandra Mendes, On Usable Security and Verified Password Managers, MSc Thesis at Instituto Superior Técnico, University of Lisbon, Nov. 2021 [bibTex]
- advised by Luís Veiga, PK-Graph: Partitioned K2-Tree Graph, MSc Thesis at Insituto Superior Técnico, Nov. 2021 [bibTex]
- advised by Pedro Santos, Real Estate Market Analysis For Investment and Buying Cycles Prediction, MSc Thesis at Institito Superior Técnico, Nov. 2021 [bibTex]
- advised by Inês Lynce and Miguel Neves, Sketch-Driven SQL Synthesis, MSc Thesis, Nov. 2021 [bibTex]
- advised by Luís Veiga and David Dias, SmartPubSub@IPFS, MSc Thesis at Instituto Superior Técnico, ULisboa, Nov. 2021 [bibTex]
- advised by Luís Veiga, Stateful Functions for Approximate Stream Processing, MSc Thesis at Instituto Superior Técnico, ULisboa, Nov. 2021 [bibTex]
- advised by Nuno Roma and Pedro Tomás, Supporting Posits in Deep Learning Frameworks: A PyTorch Implementation, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa (before Bolonha), Nov. 2021 [bibTex]
- advised by Miguel Pardal, SurePresence: Location Proofs for Wearable and Kiosk Devices, MSc Thesis at Instituto Superior Técnico, Nov. 2021 [bibTex]
- advised by Susana Vinga and Marta Lopes, Time Series Analysis and Forecasting of Shellfish Contamination and Safety, MSc Thesis, Nov. 2021 [bibTex]
- advised by António Rito Silva, Tutor for learning based on multiple choice questions, MSc Thesis at Insituto Superior Técnico (before Bolonha), Nov. 2021 [bibTex]
- advised by Nuno Roma and Pedro Tomás, Vector Multiply-Accumulate Unit for Transprecision Computing, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa (before Bolonha), Nov. 2021 [bibTex]
- advised by João Nuno de Oliveira e Silva and Maria Alexandra Oliveira, Automatic sampling of water content in the soil using lysimeters, MSc Thesis, Oct. 2021 [bibTex]
- advised by Miguel Matos and Shady Issa, Evaluation of crash-consistency in Persistent Memory Applications, MSc Thesis at Instituto Superior Técnico, Oct. 2021 [bibTex]
- advised by Mário J. Silva, Identifying patient subgroups in chronic diseases by phenotypic clustering, MSc Thesis at Instituto Superior Técnico, Oct. 2021 [bibTex]
- advised by L. Miguel Silveira and Ruxandra-Georgeta Barbulescu, Modeling Large Neuron Systems using Machine Learning Techniques, MSc Thesis at IST, Oct. 2021 [bibTex]
- advised by Rodrigo Rodrigues and Allen Clement, Separating Agreement from Execution to Improve the Scalability of Blockchains, MSc Thesis at Instituto Superior Técnico (ULisboa), Oct. 2021 [bibTex]
- advised by Rui Prada and Dulce Elisabete Bornes Teixeira Pereira Simão, Touch on Chemistry: Interaction System, MSc Thesis, Oct. 2021 [bibTex]
- advised by Horácio C. Neto and Rui Policarpo Duarte, (Wearable) IoT System for People and Environment Monitoring, MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
- advised by J. M. Lemos and Rita Cunha, Adaptive Control for Cancer Therapy based on Reinforcement Learning, MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex] [PDF]
- advised by Paulo Flores and Maurício Breternitz Jr, C Compiler and Tools for P3 Educational Processor, MSc Thesis at IST, Universidade de Lisboa, Sep. 2021 [bibTex]
- advised by António Menezes Leitão, Constraint-Based Programming, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Sep. 2021 [bibTex]
- advised by Miguel Correia and Daniel Andrade, Data Migration for Secure Hardware Extensions, MSc Thesis at Insituto Superior Técnico, Sep. 2021 [bibTex]
- advised by Luis Guerra e Silva and Ricardo Reis, Faster than Real Time Processing of Aircraft Dynamic Model: Towards Enhanced Airborne Decision Making, MSc Thesis, Sep. 2021 [bibTex]
- advised by José T. de Sousa and Horácio C. Neto, Floating-point unit with variable exponent/mantissa size, MSc Thesis, Sep. 2021 [bibTex]
- advised by H. Sofia Pinto and David Martins de Matos, GiTab: Automatic Tablature Music Composition for Classical Guitar, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Sep. 2021 [bibTex]
- advised by António Menezes Leitão, Interactivness in Architecture, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Sep. 2021 [bibTex]
- advised by António Rito Silva, Mono2Micro - Identification of fine-grained call structure and refactoring, MSc Thesis at Insituto Superior Técnico (before Bolonha), Sep. 2021 [bibTex]
- advised by José Monteiro and Juan Acebron, Otimização de Métodos Monte-Carlo na Resolução de Sistemas Lineares de Grande Escala, MSc Thesis at IST, Sep. 2021 [bibTex]
- advised by Aleksandar Ilic and Leonel Sousa, Roofline Analysis and Performance Characterization for Intel Integrated GPUs, MSc Thesis, Sep. 2021 [bibTex]
- advised by Ricardo Chaves and Miguel Correia, SmartZone: Enhancing the security of TrustZone with SmartCards, MSc Thesis, Sep. 2021 [bibTex]
- advised by Horácio C. Neto, SoC-FPGA Deep Neural Network for Object Detection, MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
- advised by Horácio C. Neto, SoC-FPGA MobileNets for Embedded Vision Applications, MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
- advised by Susana Vinga and Alexandra M. Carvalho, Sparse Dynamic Bayesian network estimation using generalized linear models, MSc Thesis, Sep. 2021 [bibTex]
- advised by Bruno Martins and João Magalhães, Spatio-Temporal Question Answering Leveraging Neural Language Models for Passage Retrieval, MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
- advised by Susana Vinga and Alexandra M. Carvalho, Survival analysis of transcriptomic high-dimensional oncological data for the identification of cancer biomarkers, MSc Thesis, Sep. 2021 [bibTex]
- advised by André Vasconcelos, Privacy by Design Enterprise Architecture Patterns, MSc Thesis at Instuto Superior Tecnico, Aug. 2021 [bibTex]
- advised by Alberto Abad, Domain Adaptation in Low-Resource Automatic Speech Recognition, MSc Thesis, Jul. 2021 [bibTex]
- advised by Susana Vinga and Alexandra Carvalho, Dynamic Bayesian networks for clinical decision support on ankylosing spondylitis patients under biological therapies, MSc Thesis, Jul. 2021 [bibTex]
- advised by Joao P. Carvalho, Intelligent Time-Series Forecasting for Predictive Maintenance, MSc Thesis, Jul. 2021 [bibTex]
- advised by Susana Vinga and Alexandra Carvalho, Predicting Ankylosing Spondylitis Treatment Outcome Using Model-based Methods, MSc Thesis, Jul. 2021 [bibTex]
- advised by Miguel Correia, Blockchain Address Transparency with DNSSEC, MSc Thesis, Jun. 2021 [bibTex]
- advised by Ricardo Chaves, Hardware-Secured System for Secure Communications, MSc Thesis at IST (before Bolonha), Jun. 2021 [bibTex]
- advised by Jorge Manuel dos Santos Ribeiro Fernandes and Diogo Brito, An Integrated Space Radiation-Tolerant Library, MSc Thesis, Mar. 2021 [bibTex]
- advised by Aleksandar Ilic and Ricardo Chaves, Hacking the System from Within, MSc Thesis, Mar. 2021 [bibTex]
- advised by António Manuel Raminhos Cordeiro Grilo, Optimization of LORAWAN Networks in Smart Grids, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Mar. 2021 [bibTex]
- advised by Jorge Manuel dos Santos Ribeiro Fernandes and Taimur Rabuske, Sub-IV Bandgap Voltage Reference Circuit and Voltage to Current Converter, MSc Thesis, Mar. 2021 [bibTex]
- advised by Aleksandar Ilic and Sergio Santander-Jiménez, "PhyloMissForest: a framework to construct phylogenetic trees with missing data", MSc Thesis at IST, Feb. 2021 [bibTex]
- advised by Rui Miguel Carrasqueiro Henriques and Diogo Ferreira, An exploratory analysis of Portuguese hospital relationships on behalf of financial sustainability, MSc Thesis, Feb. 2021 [bibTex]
- advised by Rui Miguel Carrasqueiro Henriques and Elisabete Arsénio, Análise de fluxos na rede pública de autocarros de Lisboa, MSc Thesis, Feb. 2021 [bibTex]
- advised by Nuno Santos, Building GDPR-Compliant Applications with RuleKeeper, MSc Thesis, Feb. 2021 [bibTex]
- advised by Rui Miguel Carrasqueiro Henriques and Elisabete Arsénio, Descoberta de padrões circulação multimodal apartir de fontes heterógeneas de dados urbanos, MSc Thesis, Feb. 2021 [bibTex]
- advised by Rui Miguel Carrasqueiro Henriques and Rafael Costa, Descoberta de padrões em dados oncológicos para a compreensão dos factores de risco cirúrgico, MSc Thesis, Feb. 2021 [bibTex]
- advised by José Santos and Nuno Santos, Discovering Vulnerabilities in WebAssembly with Code Property Graphs, MSc Thesis, Feb. 2021 [bibTex]
- advised by Aleksandar Ilic and Nuno Neves, FPGA-Based Accelerator for High-Order Epistasis Detection, MSc Thesis, Feb. 2021 [bibTex]
- advised by António Rito Silva, From a Monolith to Microservices: The dynamic analysis of application in the JVM, MSc Thesis, Feb. 2021 [bibTex]
- advised by David Martins de Matos and Ricardo Ribeiro, Abstractive Multi-document Summarization using Topical Simplicial Curves, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Paulo Rogério Pereira and Naercio David Pedro Magaia, An edge-based smart network monitoring system for the Internet of Vehicles, MSc Thesis at IST, Jan. 2021 [bibTex]
- advised by H. Sofia Pinto and A. P. Francisco, Analysis of retweeting behaviour on Twitter, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Arlindo L. Oliveira and Mário Figueiredo, Automated Assessment of Coronary Artery Stenosis in X-ray Angiography using Deep Neural Networks, MSc Thesis, Jan. 2021 [bibTex]
- advised by Mikolas Janota and Vasco Manquinho, Automated Computational Complexity Estimation, MSc Thesis at IST - Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by David Martins de Matos, Automated Deep Learning Artist for Music Generation, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Alberto Abad and Rui Correia, Automatic Nativeness Assessment, MSc Thesis, Jan. 2021 [bibTex]
- advised by Sérgio Guerreiro and João Silva Sequeira, BlockRobot: Increasing Privacy in Human Robot Interaction by Using Blockchain, MSc Thesis at Instuto Superior Tecnico, Jan. 2021 [bibTex]
- advised by Rodrigo Rodrigues and João Barreto, Boosting machine learning applications with weakly-consistent collectives, MSc Thesis, Jan. 2021 [bibTex]
- advised by Abba Lawan and Tiago M Dias, Breaking security of crypto systems using cache side - channel atatck, MSc Thesis at IST - ULisboa, Jan. 2021 [bibTex]
- advised by Rodrigo Rodrigues, Building more decentralized blockchains using secure virtual coordinates, MSc Thesis, Jan. 2021 [bibTex]
- advised by José T. de Sousa, Caraterização de Processadores RISC-V de Código Aberto, MSc Thesis at IST, Jan. 2021 [bibTex]
- advised by David Martins de Matos and Francisco Miguel Alves Campos de Sousa Dionísio, Categorização Automática do Conteúdo do Acervo de Imagens Digitais dos Arquivos do IST, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Luis Rodrigues, Cathode: A Consistency-Aware Data Placement Algorithm for the Edge, MSc Thesis, Jan. 2021 [bibTex]
- advised by José T. de Sousa and Horácio C. Neto, CGRA - Based deep neural network for object identification, MSc Thesis at IST, Jan. 2021 [bibTex]
- advised by David Martins de Matos, Chronic pain assessment from patient reports, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by João Nuno de Oliveira e Silva and Pedro Pinho, Citizen Science with immediate feedback, MSc Thesis, Jan. 2021 [bibTex]
- advised by Ricardo Ribeiro and Nuno J. Mamede, Classificação Automática de Correspondência de Uma Instituição Pública, MSc Thesis, Jan. 2021 [bibTex]
- advised by Fernando Batista and Ricardo Ribeiro, Classificação de Emoções em Redes Sociais, MSc Thesis at Iscte - Instituto Universitário de Lisboa, Jan. 2021 [bibTex]
- advised by Susana Vinga and Alexandra Carvalho, Cloud-based web application for multivariate time series analysis: A language-agnostic integrative architecture for short- and long-running machine learning algorithms, MSc Thesis, Jan. 2021 [bibTex]
- advised by Nuno Roma and Delfim Pedro Martins do Rego, Clustering and Complexity Estimation for Air Traffic flow Management, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa (before Bolonha), Jan. 2021 [bibTex]
- advised by Arlindo L. Oliveira, Combining Off and On-policy Training in Deep Reinforcement Learning, MSc Thesis at IST, Jan. 2021 [bibTex]
- advised by André Vasconcelos and Ricardo Ribeiro, Contact Agent Assistant, MSc Thesis, Jan. 2021 [bibTex]
- advised by Nuno Roma and Pedro Tomás, Deep Learning with aproximate Computing: an energy efficient approach, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Helena Galhardas and Nuno J. Mamede, Degree Coordination Decision Support System, MSc Thesis, Jan. 2021 [bibTex]
- advised by Rui Miguel Carrasqueiro Henriques and Susana Vinga, Descriptive and predictive modeling of water distribution network dynamics using multivariate time series data, MSc Thesis, Jan. 2021 [bibTex]
- advised by Alberto Abad and José David Aguas Lopes, Domain adaptation for neural network based dialogue systems, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- advised by Luis Rodrigues, Dynamic Reconfiguration of the Data Aggregation Topology at the Edge, MSc Thesis, Jan. 2021 [bibTex]
- advised by Sérgio Guerreiro and Pedro Manuel Moreira Vaz Antunes de Sousa, Dynamic Stable Business Process Operation for Cyber Security Enforcement Using Atlas, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- advised by Alberto Abad, End-to-end automatic speech recognition in Portuguese, MSc Thesis, Jan. 2021 [bibTex]
- advised by Luísa Coheur and Pável Calado, Enrichment of Location Databases, MSc Thesis, Jan. 2021 [bibTex]
- advised by Vasco Manquinho, Evaluating Redistricting of Electoral Areas, MSc Thesis at IST - U. Lisboa, Jan. 2021 [bibTex]
- advised by João Barreto and José Monteiro, Exploiting Future Exascale Systems Wtih Partitioned Global Address Spaces, MSc Thesis at IST, Jan. 2021 [bibTex] [PDF]
- advised by Nuno Roma and Pedro Tomás, Exploiting GPU Undervoltage to Improve the Energy Efficiency of Deep Learning Applications, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Isabel Trancoso and Xavier Anguera, Exploration of Audio Feedback for L2 English ProsodyTraining, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Aleksandar Ilic and Leonel Sousa, Exploring processor frontend capabilities via micro-benchmarking, MSc Thesis, Jan. 2021 [bibTex]
- advised by Daniel Jorge Viegas Gonçalves and Daniel Mendes, FastViz - Visualizing Dynamically Evolving Big Data, MSc Thesis, Jan. 2021 [bibTex]
- advised by Rui Policarpo Duarte and Pedro T. Monteiro, FPGA accelerated model checking of regulatory networks, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- advised by António Rito Silva, From a Monolith to Microservices: The analysis of Spring-Boot Applications, MSc Thesis, Jan. 2021 [bibTex]
- advised by H. Sofia Pinto and Nuno Correia, From Movement to Sound and Music, a Computational Creativity approach, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Alberto Rodrigues da Silva, From Rigorous Requirements and User Interfaces Specifications into Software Business Applications: The ASL Approach, MSc Thesis, Jan. 2021 [bibTex]
- advised by António Menezes Leitão, Game Engines for Algorithmic Design, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by João Nuno de Oliveira e Silva, GAPS: Geo Data Portals for Air Pollution Studies, MSc Thesis, Jan. 2021 [bibTex]
- advised by Paulo Ferreira and Rodrigo Bruno, GCperf – A Performance Comparison of Modern Garbage Collectors for Big Data Environments, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- advised by David Martins de Matos, Generative models for image descriptions, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by João Nuno de Oliveira e Silva and Ana Catarina Luz, Generic Crowdsourcing System for Dynamic Environmental Surveys, MSc Thesis, Jan. 2021 [bibTex]
- advised by José Monteiro and João Barreto, Harnessing the power of modern multi-core and GPU systems with tasks with data dependencies, MSc Thesis at IST, Jan. 2021 [bibTex] [PDF]
- advised by Sérgio Guerreiro and Pedro Manuel Moreira Vaz Antunes de Sousa, Implementação de Demo Action Model em Blockchain Smart Contracts, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- advised by Arlindo L. Oliveira and A. P. Francisco, Imputation Techiques for Clinical Data of Ischemic Stroke Patients, MSc Thesis at IST, Jan. 2021 [bibTex]
- advised by Isabel Trancoso and Xavier Anguera, Inference of Pronunciation Difficulty from Non-Native Data, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Helena Galhardas, IST CSE Information System, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- advised by Sérgio Guerreiro and Ruben Pereira, IT Risk Management Ontology from representation to optimization using Enterprise Ontology, MSc Thesis at Instituto Superior Técnico\, Jan. 2021 [bibTex]
- advised by Susana Vinga and Alexandra Carvalho, Machine Learning methods for finding predictors of Rheumatoid Arthritis treatment response, MSc Thesis, Jan. 2021 [bibTex]
- advised by António Rito Silva, Mono2Micro - From a Monolith to Microservices: Metrics refinement, MSc Thesis, Jan. 2021 [bibTex]
- advised by J. M. Lemos and Rita Cunha, MPC Motion Control of Autonomous Vehicles, MSc Thesis, Jan. 2021 [bibTex] [PDF]
- advised by H. Sofia Pinto and Rui Pereira Jorge, Music Creation from Found Sounds - An Approach from Computational Creativity, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Rui Policarpo Duarte, Network Protocols for Stream Processing on Low-Cost FPGAs in Space Systems, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- advised by José T. de Sousa and Horácio C. Neto, Object Detection and Classification on the Versat Reconfigurable Processor, MSc Thesis at Instituro Superior Técnico, Jan. 2021 [bibTex]
- advised by Rui Policarpo Duarte and José T. de Sousa, Otimização do Algoritmo Back Propagation, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- advised by Miguel Correia and Miguel Neves, P2CSTORE: P2P and Cloud File Storage for Blockchain Applications, MSc Thesis, Jan. 2021 [bibTex]
- advised by Miguel Pardal and Carlos Nuno da Cruz Ribeiro, PriVeil Circle: using Secure Multiparty Computation for sharing threat information, MSc Thesis, Jan. 2021 [bibTex]
- advised by Inês Lynce and Miguel Neves, Pure Function Synthesis in the OutSystems Plataform, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- advised by Luís Veiga and José Simão, RATEE - Resource Auction Trading at Edge Environments, MSc Thesis, Jan. 2021 [bibTex]
- advised by Miguel Pardal and Miguel Correia, Recoverable Token Recovering from Intrusions against Digital Assets in Ethereum, MSc Thesis, Jan. 2021 [bibTex]
- advised by Nuno Roma and Pedro Tomás, RISC-V Processing System with Streaming Support, MSc Thesis at Instituto Superior Técnico (IST), Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Alberto Rodrigues da Silva and Jacinto Estima, RiverCure Portal: Exploring Geographic Features on Context Definition and Integration with the HiSTAV Hydrometric Toll, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- advised by Rodrigo Rodrigues, SCALEET: A Scalable and Performant Permissionless Blockchain, MSc Thesis, Jan. 2021 [bibTex]
- advised by Ricardo Ribeiro and Nuno J. Mamede, Seleção Automática da Lista de Distribuição Associada à Correspondência de Uma Instituição Pública, MSc Thesis, Jan. 2021 [bibTex]
- advised by José Borbinha and H. Sofia Pinto, Ser Músico em Portugal - Publicação e Visualização de dados com Solução Mediawiki e Arquitetura MVC, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Horácio C. Neto and Mário Pereira Véstias, SoC-FPGA Binary Convolutional Neural Networks, MSc Thesis at IST, Jan. 2021 [bibTex]
- advised by Alberto Abad and Isabel Trancoso, Speech and Language Technologies Applied to the Therapy of Reading Disabilities, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex] [PDF]
- advised by Vasco Manquinho and Miguel Angelo Terra Neves, Stochastic Multi-Objective Combinatorial Optimization Algorithms, MSc Thesis, Jan. 2021 [bibTex]
- advised by Paulo Ferreira and Rodrigo Bruno, Termite - Supporting Encounter Based Apps, MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
- advised by Luísa Coheur, Towards a multi-agent dialogue system with contextual agents and tailored distractors, MSc Thesis at Instituto Superior Técnico, Universidade Técnica de Lisboa, Jan. 2021 [bibTex]
- advised by H. Sofia Pinto and Alexandre Bernardino, Tracking animals in underwater videos, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Francisco S. Melo and Alberto Sardinha, Trafic Light Control using Deep Reinforcement Learning, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by António Rito Silva, Tutor for learning based on multiple choice questions, MSc Thesis, Jan. 2021 [bibTex]
- advised by David Martins de Matos, Unsupervised Density-based Concept Discovery, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- advised by Miguel Correia and João Carlos Serrenho Dias Pereira, Virtual Static Security Analyzer for Web Applications, MSc Thesis at IST, Jan. 2021 [bibTex]
Graduation Theses: 10
2021
- advised by Ricardo Chaves, Constrained IoT authentication in Cloud services, Graduation Thesis at IST (before Bolonha), Dec. 2021 [bibTex]
- advised by Miguel Correia, Cryptojacking Detection with CPU Usage Metrics, Graduation Thesis at Insituto Superior Técnico (before Bolonha), work in progresson 2021 [bibTex]
- advised by Rodrigo Rodrigues and Henrique Moniz, Using Randomized Byzantine Consensus to Improve Blockchain Resilience under Attack, Graduation Thesis at Insituto Superior Técnico, Dec. 2021 [bibTex]
- advised by Luis Rodrigues, An Architecture to Offer Transactional Strong Consistency for FaaS Applications, Graduation Thesis at Insituto Superior Técnico (before Bolonha), Nov. 2021 [bibTex]
- advised by Paulo Alexandre Crisóstomo Lopes, Auriculares com Controlo Ativo de Ruído Sobre Amostrado, Graduation Thesis at IST (before Bolonha), Nov. 2021 [bibTex]
- advised by Miguel Correia and Luis Filipe Xavier Cavaco de Mendonça Dias, CryingJackpot: Network Flows and Performance Counters against Cryptojacking, Graduation Thesis at Insituto Superior Técnico, Nov. 2021 [bibTex]
- advised by Luísa Coheur, Generating Realistic Sign Language Animations., Graduation Thesis at Instituto Superior Técnico, Nov. 2021 [bibTex]
- advised by Luis Rodrigues and Miguel Correia, Proof of Timely-Retrievability for Storage Systems at the Edge, Graduation Thesis at Insituto Superior Técnico (before Bolonha), Nov. 2021 [bibTex]
- advised by Sandra Gama and Ana Maria Abreu Nelas, The impact of sports affiliation on the sensorial experience of a product, Graduation Thesis at Insituto Superior Técnico (before Bolonha), Oct. 2021 [bibTex]
- advised by João Nuno de Oliveira e Silva and Adriana Príncipe da Silva, LiDAR data acquisition and processing for ecology application, Graduation Thesis at Insituto Superior Técnico (before Bolonha), Jan. 2021 [bibTex]
Internships: 7
2022
- advised by David Martins de Matos, Musicological Information Extraction from Soundtracks, short term traineeship at Instituto Superior Técnico, Universidade de Lisboa, Mar. 2022 [bibTex]
- advised by David Martins de Matos, Implementation of a Python Interface for a C++ Statistical Machine Learning Library, short term traineeship at Instituto Superior Técnico, Universidade de Lisboa, Feb. 2022 [bibTex]
- advised by David Martins de Matos, Online multivariate density estimation, short term traineeship at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2022 [bibTex]
2021
- advised by Sérgio Guerreiro and João F. Ferreira, Qualichain, short term traineeship, Dec. 2021 [bibTex]
- advised by Bruno Martins, Spatial Disaggregation of Population Subgroups, short term traineeship at Aalborg University, Dec. 2021 [bibTex]
- advised by Nuno Roma, Codificação de Video de Alto Desempenho com Paralelismo Massivo em GPUs e Computação Aproximada, short term traineeship, May. 2021 [bibTex]
- advised by José T. de Sousa and Horácio C. Neto, Estágio de Verão: Arquitetura de Computadores, short term traineeship, Jan. 2021 [bibTex]
as Editors
Edited Books: 4
2022
- , editors, Towards Responsible Machine Translation: Ethical and Legal Considerations in Machine Translation, Machine Translation: Technologies and Applications 4, Dec. 2022, Springer [bibTex]
2021
- , editors, Model Order Reduction Volume 1 System and Data-Driven Methods and Algorithms, 1, Nov. 2021, De Gruyter [bibTex]
- , editors, Digital Anatomy: Applications of Virtual, Mixed and Augmented Reality, Mar. 2021, Springer-Verlag [bibTex]
- , editors, Digital Anatomy: Applications of Virtual, Mixed and Augmented Reality, Mar. 2021, Springer-Verlag [bibTex]
Other Publications: 15
2022
- , editors, Mapping Network Performance to Radio Resources (scripts and models), Mar. 2022, Zenodo [bibTex]
- , editors, RAN slice scheduler simulator, Feb. 2022, Zenodo [bibTex]
2021
- , editors, Attractor Neural Network Modelling of the Lifespan Retrieval Curve, to appear on 2021, Champalimaud Research Symposium (CRS21) - Dialogues on Neural and Machine Intelligence [bibTex]
- , editors, Dataset generator for wireless mobile networks, Nov. 2021, Zenodo [bibTex]
- , editors, Synthetic dataset for mobile wireless networks with SUMO -- aggregated traces, Nov. 2021, Zenodo [bibTex]
- , editors, The ROAD to resilient location for the Internet of Vehicles, Nov. 2021, IEEE [bibTex] [PDF]
- , editors, A deep map from performance to resources (Scripts and models), Oct. 2021, Zenodo [bibTex]
- , editors, Chronic Pain and Language: A Topic Modelling Approach to Personal Pain Descriptions, Sep. 2021, https://arxiv.org/abs/2109.00402 [bibTex]
- , editors, Synthetic dataset for mobile wireless networks with SUMO -- individual traces, Sep. 2021, IEEE Dataport [bibTex]
- , editors, Analysis of Chronic Pain Experiences Based on Online Reports: the RRCP Dataset, Aug. 2021, https://arxiv.org/abs/2108.10218 [bibTex]
- , editor, Virtual Static Security Analyzer for Web Applications, Jul. 2021 [bibTex]
- , editor, Persistent Memory in data-intensive applications, Jun. 2021 [bibTex]
- , editors, Acronym Expander at SDU@AAAI-21: an Acronym Disambiguation Module, Feb. 2021 [bibTex]
- , editor, Anti-DDoS for the IoT, Jan. 2021 [bibTex]
- , editor, Traceless Execution Support for Privacy Enhancing Technologies, Jan. 2021 [bibTex]
Edited Proceedings: 7
2022
- , editors, Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, Jun. 2022, ACL Anthology [bibTex] [PDF]
2021
- , editors, ACM/IFIP Middleware '21: 22nd International Middleware Conference, Dec. 2021, ACM [bibTex]
- , editors, Progress in Artificial Intelligence: 20th EPIA Conference on Artificial Intelligence, to appear on 2021, Springer [bibTex]
- , editors, Formal Methods Teaching: 4th International Workshop and Tutorial, FMTea 2021, Virtual Event, November 21, 2021, Proceedings, LNCS 13122, Nov. 2021, Springer [bibTex]
- , editors, Euro-Par 2021: Proceedings of the 27th International Conference on Parallel and Distributed Computing, Lecture Notes in Computer Science (LNCS) 12820, Sep. 2021, Springer [bibTex] [PDF]
- , editors, Automating TEST Case Design, Selection, and Evaluation, Proceedings of the A-TEST’2021 - 12th International Workshop on Automating TEST Case Design, Selection, and Evaluation, Aug. 2021, ACM [bibTex]
- , editors, 24th International Conference on Principles of Distributed Systems (OPODIS), Jan. 2021, LIPIcs, Volume 184, OPODIS 2020, Complete Volume [bibTex]
Special Issues of Journals (editor): 4
2022
- , editors, Special Issue on Translation Platforms, Language Resources and Evaluation, Dec. 2022, Springer [bibTex]
2021
- , editors, Special Issue on Content Credibility, Journal of Web Semantics vol. 71 (11), Nov. 2021, Elsevier [DOI Editorial link] [bibTex]
- , editors, Special Issue on Robots and Autism: Conceptualization, Technology, and Methodology, Paladyn, Journal of Behavioral Robotics vol. 12 (1), May. 2021, De Gruyter Open Access [DOI Editorial link] [bibTex]
- , editors, Wireless Technologies for the Connectivity of the Future, EURASIP Journal on Wireless Communications and Networking, May. 2021, SpringerOpen [bibTex]
Technologies
National Patents: 1
2022
- , Gerador Modular de Impulsos Bipolares ou Unipolares com Correção do Decaimento da Tensão Integrada em Módulos de Semicondutores de Potência, Patent Nº 106971, May. 2022, Lisboa [bibTex] [PDF]
Reports
Technical Reports: 4
2022
- , Towards a Sentiment-Aware Conversational Agent, INESC-ID Tec. Rep. /2022, Jul. 2022 [bibTex] [PDF]
2021
- , IST CSE Doctoral Degree Information Management System: Requirements Specification, INESC-ID Tec. Rep. 1/2021, Jan. 2021 [bibTex] [PDF]
- , Traceless Execution Support for Privacy Enhancing Technologies, INESC-ID Tec. Rep. 2/2021, Jan. 2021 [bibTex]