Publications
Filter Publications: 2020 - 2022
Books
Book Chapters: 3
2020
- , From Requirements to Automated Acceptance Tests with the RSL Language , chapter of Communications in Computer and Information Science, vol 1172, Jan. 2020, Springer [bibTex]
- , A Blockchain Use Case for Car Registration, chapter of Essentials of Blockchain Technology, Jan. 2020, CRC Press [bibTex]
- , On Ontology of Integration Between Access Control and Business Process Deep Structure, chapter of Novel Approaches to Information Systems Design, Jan. 2020, IGI Global [bibTex]
Articles
International Journal Articles: 38
2021
- , Coupling sparse Cox models with clustering of longitudinal transcriptomics data for trauma prognosis, article in BioData Mining, to appear on 2021 [bibTex]
- , Eliciting fairness in N-player network games through degree-based role assignment, article in Complexity pp. 20, to appear on 2021, Hindawi [bibTex] [PDF]
- , 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]
- , 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]
- , Revealing semantic and emotional structure of suicide notes with cognitive network science, article in Scientific Reports, to appear on 2021 [bibTex]
- , 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]
- , DI2: prior-free and multi-item discretization of biological data and its applications, article in BMC Bioinformatics, Sep. 2021 [bibTex]
- , Spatiotemporal Correlation Feature Spaces to support Anomaly Detection in Water Distribution Networks, article in Water, Sep. 2021, MDPI [bibTex]
- , Graph integration of structured, semistructured and unstructured data for data journalism, article in Information Systems, Jul. 2021, Elsevier [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 Survey on Blockchain Interoperability: Past, Present, and Future Trends, article in ACM Computing Surveys, Jun. 2021, ACM [bibTex]
- , An analysis of the graph processing landscape, article in Journal of Big Data vol. 8 (55), Apr. 2021, Springer [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]
- , 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]
- , 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]
- , The Role of Network Science in Glioblastoma, article in Cancers vol. 13 (5) pp. 1045, Mar. 2021 [DOI Article link] [bibTex]
- , FleBiC: Learning classifiers from high-dimensional biomedical data using discriminative biclusters with non-constant patterns, article in Pattern Recognition, Feb. 2021, Elsevier [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]
- , 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]
2020
- , Assessing Flood Severity from Crowdsourced Social Media Photos with Deep Neural Networks, article in Multimedia Tools and Applications, to appear on 2020, Springer Netherlands [bibTex] [PDF]
- , Conceptualizing on dynamically stable business processes operation: a literature review on existing concepts, article in Business Process Management Journal vol. 27 (1) pp. 24-54, to appear on 2020, Emerald [DOI Article link] [bibTex] [PDF]
- , Decentralized Business Process Control using Blockchain - An experience report from two applications: Food Supply Chain and Car Registration, article in Enterprise Modelling and Information Systems Architectures vol. 15, to appear on 2020 [bibTex]
- , Distance-based phylogenetic inference from typing data: a unifying view, article in Briefings in Bioinformatics, to appear on 2020, Oxford University Press [DOI Article link] [bibTex]
- , Recursos Linguísticos para a Geração de Paráfrases em Português, article in Linguamática vol. 12 (2), Dec. 2020, Universidade do Minho and Universidade de Vigo [bibTex]
- , Semantic segmentation and colorization of grayscale aerial imagery with W‐Net models, article in Expert Systems vol. 37 (6), Dec. 2020, Wiley-Blackwell Publishing Ltd [DOI Article link] [bibTex]
- , Sparsifying Parity-Check Matrices, article in Applied Soft Computing, to appear on 2020, Elsevier BV [bibTex] [PDF]
- , TCox: Correlation-Based Regularization Applied to Colorectal Cancer Survival Data, article in Biomedicines vol. 8 (11), Nov. 2020 [DOI Article link] [bibTex]
- , Semantic frame induction through the detection of communities of verbs and their arguments, article in Applied Network Science vol. 5, Sep. 2020, Springer [Article] [DOI Article link] [bibTex]
- , Studying Bone Remodelling and Tumour Growth for Therapy Predictive Control, article in Mathematics vol. 8, May. 2020 [DOI Article link] [bibTex]
- , Effective lightweight learning-to-rank method using unified term impacts, article in IEEE Access vol. 8 pp. 70420--70437, Apr. 2020 [DOI Article link] [bibTex]
- , Named entity recognition for sensitive data discovery in Portuguese, article in Applied Sciences vol. 10 (7), Mar. 2020, MDPI [Article] [DOI Article link] [bibTex]
- , On the use of Pairwise Distance Learning for Brain Signal Classification with Limited Observations, article in Artificial Intelligence in Medicine, Mar. 2020, Elsevier [DOI Article link] [bibTex]
- , MOMO - multi-objective metabolic mixed integer optimization: application to yeast strain engineering, article in BMC Bioinformatics vol. 21 (1), Feb. 2020 [DOI Article link] [bibTex]
- , Tracking intratumoral heterogeneity in glioblastoma via regularized classification of single-cell RNA-Seq data, article in BMC Bioinformatics vol. 21 (1), Feb. 2020 [DOI Article link] [bibTex]
- , Decision-Making in Partially Known Business Process Environments using Markov Theory and Policy Graph Visualization, article in Int. J. of Business Information Systems, Jan. 2020 [DOI Article link] [bibTex]
- , Gestão da arquitetura empresarial na governação de microserviços, article in Revista Ibérica de Sistemas e Tecnologias de Informação (RISTI), Jan. 2020 [bibTex]
International Conferences: 54
2021
- , 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]
- , Using Recurrent Neural Networks to model the dynamic behaviour of the C. Elegans nervous system, presented at Champalimaud Research Symposium 2021, Oct. 2021 [bibTex]
- , Assessing Robustness in Multimodal Transportation Systems: A case study in Lisbon, presented at European Transport Conference (ETC), Sep. 2021 [bibTex]
- , 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]
- , 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]
- , 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]
- , Combining Off and On-Policy Training in Model-Based Reinforcement Learning, presented at Adaptive and Learning Agents @ AAMAS 2021, Jun. 2021 [bibTex]
- , 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]
- , 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]
- , Sculpture Inspired Musical Composition, One Possible Approach, presented at Artificial Intelligence in Music, Sound, Art and Design. EvoMUSART, Apr. 2021 [DOI Article link] [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]
- , Decentralized Enforcement of DEMO Action Rules Using Blockchain Smart Contracts, presented at 10th Enterprise Engineering Working Conference (EEWC), Mar. 2021 [bibTex]
- , Integrating Benefits Dependency Network in ArchiMate, 10th Enterprise Engineering Working Conference (EEWC, Mar. 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]
- , fMRI Multiple Missing Values Imputation Regularized by a Recurrent Denoiser, presented at Artificial Intelligence in Medicine (AIME), Feb. 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]
- , 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]
2020
- , Revealing semantic and emotional structure of suicide notes with cognitive network science, presented at Conference on Complex Systems 2020, Dec. 2020 [bibTex]
- , The Metric Backbone in the Human Connectome, presented at The 9th International Conference on Complex Networks and their Applications, Dec. 2020 [bibTex]
- , Automated DEMO Action Model Implementation using Blockchain Smart Contracts,, presented at 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management,, Nov. 2020 [bibTex]
- , BlockRobot: Increasing Privacy in Human Robot Interaction by Using Blockchain, presented at IEEE Blockchain 2020,, Nov. 2020 [bibTex]
- , Generation of concern-based business process views, presented at 13th IFIP WG 8.1 working conference on the Practice of Enterprise Modelling (PoEM2020),, Nov. 2020 [bibTex]
- , On IT Risk Management Ontology using DEMO, presented at 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management,, Nov. 2020 [bibTex]
- , Spatio-Temporal Forecasting With Gridded Remote Sensing Data Using Feed-Backward Decoding, presented at Proceedings of the 28th International Conference on Advances in Geographic Information Systems, Nov. 2020 [DOI Article link] [bibTex]
- , Systemic Business Process Simulation using Agent-Based Simulation and BPMN, presented at 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Nov. 2020 [bibTex]
- , AutoMTS: fully autonomous processing of multivariate time series data from heterogeneous sensor networks, presented at 16th EAI Int. Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine), Oct. 2020 [bibTex]
- , Efficient discovery of emerging patterns in heterogeneous spatiotemporal data from mobile sensors, presented at 17th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous), Oct. 2020 [bibTex]
- , Fairness in multiplayer ultimatum games through degree-based role assignment, presented at Conference on Complex Systems 2020, Oct. 2020 [bibTex]
- , Blockchain Ecosystem for Verifiable Qualifications, presented at 2nd Conference on Blockchain Research & Applications for Innovative Networks and Services (BRAINS), Sep. 2020 [bibTex]
- , Brain Structural Connectivity along the Lifespan: a Metric-Backbone Approach, presented at NetSci 2020, Sep. 2020 [bibTex]
- , CDRGen: A Clinical Data Registry Generator, presented at International Workshop on Data Management and Analytics for Medicine and Healthcare (in conj. with VLDB), Sep. 2020 [bibTex]
- , Discussion Towards a Library of Software Sustainability Requirements, presented at International Workshop on Requirements Engineering for Sustainable Systems (RE4SuSy) at RE'2020, Sep. 2020 [bibTex]
- , From Rigorous Requirements and User Interfaces Specifications into Software Business Applications, presented at Quality of Information and Communications Technology (QUATIC'2020), Sep. 2020 [bibTex]
- , Preliminary Experiences in Requirements-Based Security Testing, presented at Quality of Information and Communications Technology (QUATIC'2020), Sep. 2020 [bibTex]
- , Citizen-Centric and Multi-Curator Document Automation Platform: the Curator Perspective, presented at International Conference on Information Systems Development'2019, Aug. 2020 [bibTex]
- , Evaluating the Accuracy of Password Strength Meters using Off-The-Shelf Guessing Attacks, presented at 2020 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) – 5th International Workshop on Reliability and Security Data Analysis (RSDA), Aug. 2020 [bibTex] [PDF]
- , Exploring multimodal mobility patterns withbig data in the city of Lisbon, presented at European Transport Conference (ETC), Aug. 2020 [bibTex]
- , Integrative analysis of traffic and situationalcontext data to support urban mobility planning, presented at European Transport Conference (ETC), Aug. 2020 [bibTex]
- , Blockchain-based Architecture to Enforce Privacy in Human Robot Interaction, presented at 2nd International Workshop on Blockchain Technologies for Robotic Systems (BCT4ROS) on the 29th IEEE International Conference on Robot & Human Interactive Communication, Jul. 2020 [bibTex]
- , SmartBugs: A Framework to Analyze Solidity Smart Contracts, presented at 35th IEEE/ACM International Conference on Automated Software Engineering, Tool Demo Track, Jul. 2020 [bibTex] [PDF]
- , SSIBAC: Self-Sovereign Identity Based Access Control, 3rd International Workshop on Blockchain Systems and Applications, presented at 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, Jul. 2020 [bibTex]
- , Towards Secure, Decentralized, and Automatic Audits with Blockchain, presented at European Conference on Information Systems (ECIS), Jun. 2020 [bibTex]
- , Video Based Live Tracking of Fishes in Tanks, presented at International Conference on Image Analysis and Recognition, May. 2020 [bibTex]
- , Context-sensitive modeling of public transport data, presented at Transport Research Arena (TRA2020), Apr. 2020 [bibTex]
- , Moving from formal towards coherent concept analysis: why, when and how, presented at European Conference on Information Retrieval (ECIR2020), Apr. 2020 [DOI Article link] [bibTex]
- , Towards Triclustering-Based Classification of Three-Way Clinical Data: A Case Study on Pre-dicting Non-invasive Ventilation in ALS, Apr. 2020 [bibTex]
- , Development DSL for data dictionary using MPS, presented at 24th International Conference on Information Technology, Mar. 2020 [DOI Article link] [bibTex]
- , Requirement Engineering and the Role of Design Thinking, presented at Proceedings of the 22nd International Conference on Enterprise Information Systems - (Volume 2), ICEIS, Mar. 2020 [bibTex]
- , Towards an automated DEMO Action Model Implementation using Blockchain Smart Contracts, presented at Proceedings of the 22nd International Conference on Enterprise Information Systems - (Volume 2), ICEIS, Mar. 2020 [bibTex]
- , Towards a Library of Usability Requirements, presented at ACM SAC’2020 Conference, Feb. 2020 [bibTex]
- , On dynamic succinct graph representations, presented at Data Compression Conference (DCC), Jan. 2020 [bibTex]
Dissertations
PhD Theses: 2
2020
- advised by Pável Calado, Enrichment of products catalogs from social media, PhD Thesis at Universidade Federal do Amazonas, work in progresson 2020 [bibTex]
- advised by Pável Calado, Enriquecimento de Catálogos de Produtos Baseados em Aspectos, PhD Thesis at Universidade Federal do Amazonas, work in progresson 2020 [bibTex]
MSc Theses: 50
2022
- 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]
2021
- 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 Mário J. Silva, Identifying patient subgroups in chronic diseases by phenotypic clustering, MSc Thesis at Instituto Superior Técnico, Oct. 2021 [bibTex]
- advised by Susana Vinga and Alexandra Carvalho, Using Markov Chains and Temporal Alignment to Identify Clinical Patterns in Dementia, MSc Thesis at Instituto Superior Técnico, Oct. 2021 [bibTex]
- advised by André Ferreira Ferrão Couto e Vasconcelos, Privacy by Design Enterprise Architecture Patterns, MSc Thesis at Instuto Superior Tecnico, Aug. 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 Susana Vinga and Alexandra Carvalho, Predicting Ankylosing Spondylitis Treatment Outcome Using Model-based Methods, MSc Thesis, Jul. 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 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 Rui Miguel Carrasqueiro Henriques and Susana Vinga, Estudo de causalidade numa rede de distribuição de água com recurso a séries temporais multivariadas, MSc Thesis, Feb. 2021 [bibTex]
- advised by Rodrigo Rodrigues, A Scalable and Performant Permissionless Blockchain, MSc Thesis, Jan. 2021 [bibTex]
- advised by H. Sofia Pinto and A. P. Francisco, Analysis of retweeting behaviour on Twitter, MSc Thesis, 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 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 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 Arlindo L. Oliveira, Combining Off and On-policy Training in Deep Reinforcement Learning, MSc Thesis at IST, Jan. 2021 [bibTex]
- advised by André Ferreira Ferrão Couto e Vasconcelos and Ricardo Ribeiro, Contact Agent Assistant, MSc Thesis, Jan. 2021 [bibTex]
- advised by Helena Galhardas and Nuno J. Mamede, Degree Coordination Decision Support System, 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 H. Sofia Pinto and Nuno Correia, From Movement to Sound and Music, a Computational Creativity approach, MSc Thesis, 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 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 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 H. Sofia Pinto and Rui Pereira Jorge, Music Creation from Found Sounds - An Approach from Computational Creativity, MSc Thesis, 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 José Borbinha and H. Sofia Pinto, Ser Músico em Portugal - Publicação e Visualização de dados com Solução Mediawiki e Arquitetura MVC, MSc Thesis, Jan. 2021 [bibTex]
- advised by H. Sofia Pinto and Alexandre Bernardino, Tracking animals in underwater videos, MSc Thesis, Jan. 2021 [bibTex]
2020
- advised by Mário J. Silva and Danielle Caled, Extração e Visualização de Indicadores de Desinformação (Fake News), MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Dec. 2020 [bibTex]
- advised by Mário J. Silva and Bruno Martins, Fenotipagem na Multimorbilidade, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Dec. 2020 [bibTex]
- advised by Susana Vinga and Alexandra Carvalho, Longitudinal and Survival Data Analysis for Rheumatic Diseases Prognoses, MSc Thesis, Dec. 2020 [bibTex]
- advised by Susana Vinga and Alexandra Carvalho, Machine Learning and Electronic Medical References: Reuma.pt study, MSc Thesis, Dec. 2020 [bibTex]
- advised by Helena Galhardas and Iona Manolescu, ConnectionLens: Entity and Relationship Extraction from French Textual Data Sources, MSc Thesis, Nov. 2020 [bibTex]
- advised by Rui Miguel Carrasqueiro Henriques and Anna Carolina Nametala Finamore do Couto, Descoberta de padrões emergentes de tráfego na rede de transportes públicos em Lisboa, MSc Thesis, Nov. 2020 [bibTex]
- advised by Rui Miguel Carrasqueiro Henriques, Estudo e previsão da procura na rede pública de bicicletas de Lisboa (GIRA), MSc Thesis, Nov. 2020 [bibTex]
- advised by H. Sofia Pinto and Nuno Correia, From Music to Image, a Computational Creativity Approach, MSc Thesis, Nov. 2020 [bibTex]
- advised by H. Sofia Pinto and Isabel Trancoso, From Words to Sound and Music, a computational creativity approach, MSc Thesis at Instituto Superior Técnico, University of Lisbon, Nov. 2020 [bibTex] [PDF]
- advised by Helena Galhardas, Optimization of Data Cleaning Programs, MSc Thesis, Nov. 2020 [bibTex]
- advised by João F. Ferreira and Rui Abreu, Prioritizing Facebook´s Infer Static Analysis Tool Warnings, MSc Thesis, Nov. 2020 [bibTex]
- advised by Alberto Rodrigues da Silva, Transformations and Alignments in Project Management Tools: The PSL-v.2020 Experiments, MSc Thesis at IST, Nov. 2020 [bibTex]
- advised by Susana Vinga and Rui Miguel Carrasqueiro Henriques, Unsupervised Anomaly Detection in Water System Networks using Recurrent Neural Networks, MSc Thesis, Nov. 2020 [bibTex]
- advised by José Borbinha and H. Sofia Pinto, Flexible Data Management and Publication with Mediawiki, MSc Thesis, Oct. 2020 [bibTex]
- advised by Alberto Rodrigues da Silva and Bruno Martins, RiverCure Portal: Collaborative GeoPortal for Curatorship of Digital Resources in the Water Management Domain, MSc Thesis at IST, Oct. 2020 [bibTex]
- advised by João F. Ferreira, Evaluating Password Strength Meters and Password Composition Policies using Guessing Attacks, MSc Thesis, Sep. 2020 [bibTex]
- advised by João F. Ferreira and Alberto Abad, IntelliComment: An IDE Plugin to Improve Java Source Code Using Comments, MSc Thesis, Sep. 2020 [bibTex]
- advised by Alberto Rodrigues da Silva and João Saraiva, qNotify Notification System and Integration with a Document Automation Platform, MSc Thesis at IST, Jul. 2020 [bibTex]
as Editors
Edited Books: 1
2020
- , editors, Quality of Information and Communications Technology (QUATIC 2020), Communications in Computer and Information Science 1266, Sep. 2020, Springer [bibTex]
Other Publications: 2
2021
- , editors, Acronym Expander at SDU@AAAI-21: an Acronym Disambiguation Module, Feb. 2021 [bibTex]
2020
- , editors, Graph integration of structured, semistructured and unstructured data for data journalism., Jul. 2020, CoRR abs/2007.12488 [bibTex]
Special Issues of Journals (editor): 1
2020
- , editors, Guest editorial for EMMSAD’2018 special section, Software and Systems Modeling vol. 19 (2), Mar. 2020 [bibTex]
Reports
Technical Reports: 2
2021
- , IST CSE Doctoral Degree Information Management System: Requirements Specification, INESC-ID Tec. Rep. 1/2021, Jan. 2021 [bibTex] [PDF]
2020
- , COVID-19 in Portugal: predictability ofhospital-ization, ICU and respiratory-assistance needs, INESC-ID Tec. Rep. 5/2020, Sep. 2020 [bibTex]