Publications
Filter Publications: 2022 - 2024
Books
Books: 1
2022
- , Enterprise Architecture and Cartography. From practice to theory; from representation to design, book, Nov. 2022, Springer [bibTex]
Book Chapters: 4
2023
- , Design Science in Information Systems and Computing, chapter of Proceedings of International Conference on Information Technology and Applications, to appear on 2023, Springer [bibTex]
2022
- , Business Process Design, chapter of Enterprise Architecture and Cartography: From Practice to Theory; From Representation to Design, to appear on 2022, Springer International Publishing [bibTex]
- , Towards Trustworthy Artificial Intelligent Systems, chapter of COVID-19 Contact Tracing Applications in Portugal: Effectiveness and Privacy Issues, Sep. 2022, Springer [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]
Articles
International Journal Articles: 60
2023
- , Assessing business process models: a literature review on techniques for BPMN testing and formal verification, article in Business Process Management Journal, to appear on 2023 [DOI Article link] [bibTex] [PDF]
- , Searching for a Feedback Vertex Set with the Link-Cut Tree, article in Computational Science, to appear on 2023, Elsevier [bibTex] [PDF]
- , Spatiotemporal trip profiles in public transportation reveal city modular structure, article in Transportation Research Interdisciplinary Perspectives, to appear on 2023 [bibTex]
- , The expression of hate speech against Afro-descendant, Roma, and LGBTQ+ communities in YouTube comments, article in Journal of Language Aggression and Conflict, to appear on 2023 [Article] [DOI Article link] [bibTex]
- , A Web GIS Platform to Modeling, Simulate and Analyze Flood Events: The RiverCure Portal, article in International Journal of Geo-Information, Jul. 2023, MDPI [bibTex]
- , Prepandemic psychotropic drug status in Portugal: a nationwide pharmacoepidemiological profile, article in Scientific Reports, May. 2023, Springer Nature [bibTex]
- , Detecting fraudulent student communication in a multiple choice online test environment, article in IEEE Transactions on Computational Social Systems, Mar. 2023, IEEE [DOI Article link] [bibTex]
- , Using Markov Chains and Temporal Alignment to Identify Clinical Patterns in Dementia, article in Journal of Biomedical Informatics, Mar. 2023 [bibTex]
- , Argumentation models and their use in corpus annotation: Practice, prospects, and challenges, article in Natural Language Engineering, Feb. 2023, Cambridge University Press [DOI Article link] [bibTex]
- , Movement Prototypes in a Complex Teamgym Gymnastics Technique on the Vaulting Table and Their Relationship with Judges’ Scores, article in Sensors pp. 23(6), 3240, Feb. 2023 [bibTex]
- , Learning the dynamics of realistic models of C. elegans nervous system with recurrent neural networks, article in Scientific Reports vol. 13 (467), Jan. 2023, Springer Nature [Article] [DOI Article link] [bibTex] [PDF]
- , Model-Driven Engineering Techniques and Tools for Machine Learning-Enabled IoT Applications: A Scoping Review, article in Sensors vol. 23 (3), Jan. 2023, MDPI [DOI Article link] [bibTex]
- , YEASTRACT+: a portal for the exploitation of global transcription regulation and metabolic model data in yeast biotechnology and pathogenesis, article in Nucleic Acids Research vol. 51 pp. D785–D791, Jan. 2023, Oxford University Press [DOI Article link] [bibTex]
2022
- , A supervised learning model for medical appointments no-show management, article in International Journal of Medical Engineering and Informatics vol. 14 (1) pp. 90-104, to appear on 2022, Inderscience Enterprises Ltd. [DOI Article link] [bibTex] [Video]
- , 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]
- , 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]
- , Cooperative Decision-Making to Minimize Biased Perceived Value Effect on Business Process Decisions Using Partially Observable Markov Decision Processes, article in Operations Research Forum vol. 3 (2) pp. 1-26, to appear on 2022, Springer International Publishing [bibTex]
- , Development of deep learning segmentation models for coronary X-ray angiography: Quality assessment by a new global segmentation score and comparison with human performance, article in Revista Portuguesa de Cardiologia vol. 41 (12) pp. 1011-1021, Dec. 2022, Elsevier [Article] [DOI Article link] [bibTex]
- , DISA tool: discriminative and informative subspace assessment with categorical and numerical outcomes, article in PLOS ONE, to appear on 2022 [bibTex]
- , Hermes: Fault-tolerant middleware for blockchain interoperability, article in Future Generation Computer Systems, to appear on 2022 [bibTex]
- , Integrating an academic management system with blockchain: A case study, article in Blockchain: Research and Applications vol. 3 (4), Dec. 2022, Elsevier [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 IEEE Transactions on Cloud Computing, to appear on 2022, IEEE [bibTex]
- , Modeling the Geospatial Evolution of COVID-19 using Spatio-temporal Convolutional Sequence-to-sequence Neural Networks, article in ACM Transactions on Spatial Algorithms and Systems vol. 8 (4) pp. 1-19, Dec. 2022, ACM [Article] [DOI Article link] [bibTex]
- , Order-Preserving Pattern Matching Indeterminate Strings, article in Information and Computation, to appear on 2022 [bibTex]
- , VeilGraph: Incremental Graph Stream Processing, article in Journal of Big Data, to appear on 2022, Springer [bibTex]
- , Water Consumption Pattern Analysis Using Biclustering: When, Why and How, article in Water, to appear on 2022, MDPI [DOI Article link] [bibTex]
- , A Survey on Business Process View Integration: Past, Present, and Future Applications to Blockchain, article in Business Process Management Journal vol. 54 (8), Nov. 2022 [bibTex]
- , Multiple-Input Neural Networks for Time Series Forecasting Incorporating Historical and Prospective Context, article in Data Mining and Knowledge Discovery, Nov. 2022 [bibTex]
- , Stochastic simulated annealing for directed feedback vertex set, article in Applied Soft Computing vol. 129 pp. 109607, Nov. 2022, Elsevier [Article] [DOI Article link] [Supplementary Material] [bibTex]
- , Efficiently Identifying Disguised Missing Values in Heterogeneous, Text-Rich Data, article in Transactions on Large-Scale Data- and Knowledge-Centered Systems vol. 13410, Oct. 2022, Lecture Notes in Computer Science, Springer [Article] [bibTex]
- , AcX: system, techniques, and experiments for Acronym eXpansion, article in Proceedings of the VLDB Endowment, Sep. 2022, VLDB Endowment [bibTex] [PDF]
- , Combining Rigorous Requirements Specifications with Low-Code Platforms to Rapid Development Software Business Applications, article in Applied Sciences vol. 12 (9556), Sep. 2022, MDPI [DOI Article link] [bibTex]
- , Do You Need a Distributed Ledger Technology Interoperability Solution?, article in Distributed Ledger Technologies: Research and Practice, ACM Journal pp. (accepted), Sep. 2022, ACM [DOI Article link] [bibTex] [Video]
- , Time-lagged correlation analysis of shellfish toxicity reveals predictive links to adjacent areas, species, and environmental conditions, article in Toxins, Sep. 2022 [bibTex]
- , Learning Prognostic Models Using a Mixture of Biclustering and Triclustering: Predicting the Need for Non-Invasive Ventilation in Amyotrophic Lateral Sclerosis, article in Journal of Biomedical Informatics, Aug. 2022 [bibTex]
- , Making European performance and impact assessment frameworks for research infrastructures glocal, article in F1000Research 2022, 11(ELIXIR):278, Aug. 2022 [Article] [DOI Article link] [bibTex]
- , DCSO: towards an ontology for machine-actionable data management plans, article in Journal of Biomedical Semantics vol. 13, Jul. 2022, Springer [DOI Article link] [bibTex]
- , Kidney cancer biomarker selection using regularized survival models, article in Cells, Jul. 2022 [bibTex]
- , A blueprint for conscious machines, article in Proceedings of the National Academy of Sciences vol. 119 (23), Jun. 2022 [Article] [DOI Article link] [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]
- , 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]
- , Digital media and misinformation: An outlook on multidisciplinary strategies against manipulation, article in Journal of Computational Social Science, May. 2022, Springer [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]
- , Ontologies and Knowledge Graphs in Oncology Research, article in Cancers vol. 14 (8) pp. 1906, Apr. 2022, MDPI Open Access Journals [Article] [DOI Article link] [bibTex] [PDF]
- , 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]
- , Totoro: Identifying Active Reactions During the Transient State for Metabolic Perturbations, article in Frontiers in Genetics vol. 13 pp. 815476, Mar. 2022 [DOI Article link] [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]
- , 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]
- , Hermes: Fault-tolerant middleware for blockchain interoperability, article in Future Generation Computer Systems vol. 129 pp. 236-251, Jan. 2022 [DOI Article link] [bibTex]
- , Heuristics’ Library for Enterprise Architecture and Portfolio Alignment, article in International Journal of Information Technology Project Management vol. 13 (1) pp. 1-23, Jan. 2022 [DOI Article link] [bibTex]
- , Range Minimum Queries in Minimal Space, article in Theoretical Computer Science, Jan. 2022, Elsevier [bibTex] [PDF]
International Conferences: 43
2023
- , Explaining Wikipedia page similarity using network science, presented at World Conference on Information Systems and Technologies, to appear on 2023 [bibTex]
- , Multidimensional and Multilingual Emotional analysis, presented at World Conference on Information Systems and Technologies, to appear on 2023 [bibTex]
- , Network visualization techniques for story charting: The case of a book in Portuguese, presented at Iberian Conference on Information Systems and Technologies, to appear on 2023 [bibTex]
- , Polarization and similarly of news in Portugal and the Philippines, presented at World Conference on Information Systems and Technologies, to appear on 2023 [bibTex]
- , Community structure in transcriptional regulatory networks of yeast species, presented at International Conference on Complex Networks (CompleNet), Apr. 2023 [bibTex]
- , DTGov: Digital Transformation of Government Business Processes, presented at 25th International Conference on Enterprise Information Systems (ICEIS), Apr. 2023 [bibTex] [PDF]
2022
- , A Co-Training Approach for Spatial Data Disaggregation, presented at Proceedings of the ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, to appear on 2022 [bibTex]
- , Advances in the spatiotemporal profiling of public transport users in the city of Lisbon, presented at Transport Research Arena (TRA), 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]
- , Is there any best practice principles to estimate bus alighting passengers from incomplete smart card transactions?, presented at Transport Research Arena (TRA), 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]
- , Planning for more resilient urban transportation systems: Lessons learned from the Covid-19 pandemic, presented at Transport Research Arena (TRA), 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]
- , Predicting Bitcoin prices: The effect of interest rate, search on the internet, and energy prices, presented at Iberian Conference on Information Systems and Technologies, to appear on 2022 [bibTex]
- , SemantifyingBPMN: a tool to generate BPMN models using DEMO, presented at ER, to appear on 2022 [bibTex]
- , Spatial Disaggregation of Population Subgroups Leveraging Self-Trained Multi-Output Gradient Boosted Regression Trees, presented at Proceedings of the AGILE International Conference on Geographic Information Science, 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]
- , Sustainable Urban Mobility in response to Covid-19: What comes next?, presented at EurOMA Forum, to appear on 2022 [bibTex]
- , Comparative Evaluation of Classification Indexes and Outlier Detection of Microcytic Anaemias in a Portuguese Sample, presented at 21st EPIA Conference on Artificial Intelligence (EPIA), Nov. 2022 [DOI Article link] [bibTex]
- , Extraction of structural and semantic features for the identification of Psychosis in European Portuguese, presented at Proc. IberSPEECH 2022, Nov. 2022 [bibTex] [PDF]
- , Leveraging Practitioners’ Feedback to Improve a Security Linter, presented at 37th IEEE/ACM International Conference on Automated Software Engineering, Nov. 2022 [bibTex] [PDF]
- , A Catalog of Security Patterns, presented at 29th Conference on Pattern Languages of Programs (PLoP22), Oct. 2022 [bibTex] [Video]
- , Assessing Policy, Loss and Planning Combinations in Reinforcement Learning using a New Modular Architecture, presented at EPIA Conference on Artificial Intelligence, Sep. 2022 [DOI Article link] [bibTex]
- , Physics-informed machine learning for reliable predictions of the behavioural dynamics of C. elegans, presented at 2022 Bernstein Conference, Sep. 2022 [DOI Article link] [bibTex]
- , Using a Siamese Network to Accurately Detect Ischemic Stroke in Computed Tomography Scans, presented at EPIA Conference on Artificial Intelligence, Sep. 2022 [DOI Article link] [bibTex]
- , Comparison of Methodologies for Detecting Feeding Activity in Aquatic Environment, presented at 26th International Conference on Pattern Recognition (ICPR), Aug. 2022 [DOI Article link] [bibTex]
- , Latent Variable Modelling and Variational Inference for scRNA-seq Differential Expression Analysis, presented at 10th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS), Aug. 2022 [DOI Article link] [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]
- , Comparing Different Approaches for Detecting Hate Speech in Online Portuguese Comments, presented at 11th Symposium on Languages, Applications and Technologies (SLATE 2022), Jul. 2022 [DOI Article link] [bibTex]
- , Machine learning techniques to model highly nonlinear multi-field dynamics, presented at Scientific Computing in Electrical Engineering (SCEE) 2022, Jul. 2022 [bibTex]
- , Semi-Supervised Annotation of Portuguese Hate Speech Across Social Media Domains, presented at 11th Symposium on Languages, Applications and Technologies (SLATE 2022), Jul. 2022 [DOI Article link] [bibTex]
- , A new European Portuguese corpus for the study of Psychosis through speech analysis, presented at Proceedings of the Thirteenth Language Resources and Evaluation Conference, LREC2022, Jun. 2022 [bibTex] [PDF]
- , 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]
- , Matching multiple ontologies to build a knowledge graph for personalized medicine, presented at ESWC 2022, May. 2022 [DOI Article link] [bibTex] [PDF]
- , Towards the Art of Writing Agile Requirements with User Stories, Acceptance Criteria, and Related Constructs, presented at ENASE'2022, Apr. 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]
- , 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]
- , Modelling the dynamic behaviour of the C. elegans nervous system with machine learning techniques, presented at 6th HBP Student Conference on Interdisciplinary Brain Research, 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]
National Conferences: 2
2022
- , Predicting blood donor return in Portugal: the role of demographics, presented at 13th INForum - Simpósio de Informática (INForum'22), Sep. 2022 [bibTex]
- , Securing Cross-Chain Asset Transfers on Permissioned Blockchains, presented at First Workshop on Blockchain Technologies and Trusted Execution Environments (BlockTEE 2022), Jun. 2022 [bibTex] [Video]
Dissertations
PhD Theses: 3
2023
- advised by Paula Cristina Negrão Ventura Martins and Alberto Rodrigues da Silva, Melhoria do Processo Legislativo no Âmbito Parlamentar pela Introdução de Tecnologias Digitais, PhD Thesis at Universidade do Algarve, Feb. 2023 [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, Feb. 2023 [bibTex]
2022
- advised by Susana Vinga and Luís Costa, Computational Biology for Modeling Oncological Omics Data: the way towards personalized medicine, PhD Thesis at Instituto Superior Técnico, Dec. 2022 [bibTex]
MSc Theses: 25
2024
- advised by H. Sofia Pinto, Síntese e Criação de Som – Desenvolvimento de uma aplicação de suporte à composição conjugando sonoridades musicais diferentes e distintivas, MSc Thesis at Instituto Superior Técnico, Feb. 2024 [bibTex]
2023
- advised by Rui Miguel Carrasqueiro Henriques, Descrição de caos em átomos frios com base em Inteligência Artificial, MSc Thesis, Dec. 2023 [bibTex]
- advised by Rui Miguel Carrasqueiro Henriques, Distribuição espacial de marcadores de neurotransmissão recorrendo a coortes postmortem e modelos animais, MSc Thesis at Instituto Superior Técnico, Dec. 2023 [bibTex]
- advised by Rui Miguel Carrasqueiro Henriques, Previsão de neuromarcadores a partir do rastreio molecular de tecidos periféricos, MSc Thesis at Instituto Superior Técnico, Dec. 2023 [bibTex]
- advised by A. P. Francisco, An algorithmic approach to the comparison of phylogenetic trees and networks, MSc Thesis at Instituto Superior Técnico, Oct. 2023 [bibTex]
- advised by Rui Miguel Carrasqueiro Henriques, Discovering the determinants of neurogenesis fate from experimental data, MSc Thesis at Instituto Superior Técnico, Oct. 2023 [bibTex]
- advised by Daniel Pedro de Jesus Faria and Jorge dos Santos Oliveira, Data management for genomics, MSc Thesis at Instituto Superior Técnico, Jul. 2023 [bibTex]
- advised by Rui Miguel Carrasqueiro Henriques and José Maria Moreira / Nuno da Silva, Aprendizagem de espaços latentes a partir de uma amostra de históricos clínicos para segmentação de perfis e previsão de eventos hospitalares, MSc Thesis at Instituto Superior Técnico, Jun. 2023 [bibTex]
- advised by Sérgio Guerreiro, FlowTGE: A Tool for Automated Functional Testing of Document Flows from Models Based on BPMN, MSc Thesis at Instituto Superior Técnico, Jun. 2023 [bibTex]
- advised by Susana Vinga, Sparse regularization for the analysis of survival cancer data, MSc Thesis at Instituto Superior Técnico, Jun. 2023 [bibTex]
- advised by Susana Vinga, Sparse regularization for the analysis of survival cancer data, MSc Thesis at Instituto Superior Técnico, Jun. 2023 [bibTex]
2022
- advised by José Borbinha and José Rui Figueira, Avaliação da eficiências das unidades hospitalares, MSc Thesis, work in progresson 2022 [bibTex]
- advised by João F. Ferreira and Rui Abreu, Automatic Bug Prioritization of SmartBugs Reports using Machine Learning, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2022 [bibTex]
- advised by Paula Carvalho and Ricardo Ribeiro, Automatic Hate Speech Detection in Portuguese Social Media Text, MSc Thesis at Instituto Superior Técnico, Nov. 2022 [bibTex]
- advised by Susana Vinga, Classification of microcytic anaemias using machine learning methods, MSc Thesis, Nov. 2022 [bibTex]
- advised by H. Sofia Pinto, Fake News Creative Explanations Through the Use of Poetry A Comparison Study and Fine-Tuning Approach, MSc Thesis at Instituto Superior Técnico, Nov. 2022 [bibTex]
- advised by Mário J. Silva and José Maria Moreira, Predicting Imminet Health Outcomes from Lab Results, MSc Thesis at Instituto Superior Tecnico, Nov. 2022 [bibTex]
- advised by Fernando Batista and Paula Carvalho, Semi-Automatic Selection and Annotation of Hate Speech from Social Media, MSc Thesis at Instituto Superior Técnico, Nov. 2022 [bibTex]
- advised by Susana Vinga and Emanuel Gonçalves, Sparse and Interpretable Models for Drug Mechanism-of-Action Discovery, MSc Thesis at Instituto Superior Técnico, Nov. 2022 [bibTex]
- 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 José Borbinha and Pedro Mendonça, Cybersecurity and Social Amplification of Risk in Financial Systems, 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 H. Sofia Pinto and Bruno Martins, Argumentation mining from textual documents combining deep learning and reasoning, MSc Thesis at Instituto Superior Técnico, Jun. 2022 [bibTex]
- advised by Susana Vinga and Alexandra Carvalho, Multivariate Time-Series Modeling of Shellfish Contamination with Dynamic Bayesian Networks, MSc Thesis, Jun. 2022 [bibTex]
as Editors
Other Publications: 6
2022
- , editors, EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships, arXiv:2203.03481, to appear on 2022, arXiv [bibTex]
- , editors, On the Role of Multi-Objective Optimization to the Transit Network Design Problem, arXiv:2201.11616, to appear on 2022, arXiv [bibTex]
- , editors, Psychotropic drugs in Portugal from 2016 to 2019: a nationwide pharmacoepidemiological profile, 2022.09.14.22279819, Dec. 2022, medRxiv [bibTex]
- , editors, Scaling pattern mining through non-overlapping variable partitioning, arXiv:2212.05340, to appear on 2022, arXiv [bibTex]
- , editors, Sustainable Urban Mobility Measures in Response to Covid-19 a Systematic Literature Review and Emerging Policy Challenges, 10.2139/ssrn.4055178, to appear on 2022, SSRN [bibTex]
- , editors, User-Specific Bicluster-based Collaborative Filtering: Handling Preference Locality, Sparsity and Subjectivity, arXiv:2211.08366, to appear on 2022, arXiv [bibTex]
Special Issues of Journals (editor): 1
2022
- , editors, Special Issue on Requirements Engineering, Practice and Research, Applied Sciences vol. 12 (23), Nov. 2022, MDPI [DOI Editorial link] [bibTex]