Publications
Filter Publications: 2021 - 2023
Articles
International Journal Articles: 28
2023
- , 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]
- , 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]
2022
- , Assessing Robustness in Multimodal Transportation Systems: A case study in Lisbon, article in European Transport Research Review, to appear on 2022 [bibTex]
- , DISA tool: discriminative and informative subspace assessment with categorical and numerical outcomes, article in PLOS ONE, to appear on 2022 [bibTex]
- , LINES: muLtImodal traNsportation rEsilience analySis, article in Sustainability, to appear on 2022, MDPI [bibTex]
- , Order-Preserving Pattern Matching Indeterminate Strings, article in Information and Computation, to appear on 2022 [bibTex]
- , Water Consumption Pattern Analysis Using Biclustering: When, Why and How, article in Water, to appear on 2022, MDPI [DOI Article link] [bibTex]
- , Multiple-Input Neural Networks for Time Series Forecasting Incorporating Historical and Prospective Context, article in Data Mining and Knowledge Discovery, Nov. 2022 [bibTex]
- , 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]
- , Associative Analysis of Inefficiencies and Station Activity Levels in Emergency Response, article in International Journal of Geo-Information, 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]
- , On the challenges of predicting treatment response in Hodgkin’s Lymphoma using transcriptomic data, article in BMC Genomics, May. 2022, BioMed Central Ltd [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]
- , 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]
2021
- , 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]
- , 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 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]
- , 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]
- , 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]
- , 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]
- , FleBiC: Learning classifiers from high-dimensional biomedical data using discriminative biclusters with non-constant patterns, article in Pattern Recognition, Feb. 2021, Elsevier [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]
International Conferences: 12
2022
- , 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]
- , 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]
- , 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]
- , Sustainable Urban Mobility in response to Covid-19: What comes next?, presented at EurOMA Forum, to appear on 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]
2021
- , 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]
- , Assessing Robustness in Multimodal Transportation Systems: A case study in Lisbon, presented at European Transport Conference (ETC), 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]
- , 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]
- , fMRI Multiple Missing Values Imputation Regularized by a Recurrent Denoiser, presented at Artificial Intelligence in Medicine (AIME), Feb. 2021 [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]