Publications
Filter Publications: 2019 - 2021
Articles
International Journal Articles: 3
2021
- G-Tric: generating three-way synthetic datasets with triclustering solutions, article in BMC Bioinformatics, Jan. 2021 [Article] [bibTex]
, 2020
- 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]
, 2019
- Triclustering Algorithms for Three-Dimensional Data Analysis: A Comprehensive Survey, article in ACM Computing Surveys (CSUR) vol. 51 pp. 1-43, Jan. 2019 [DOI Article link] [bibTex]
, International Conferences: 9
2020
- 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]
, - 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]
, - 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]
, 2019
- An unsupervised method for concept association analysis in text collections, presented at International Conference on Theory and Practice of Digital Libraries (TPDL), Sep. 2019 [DOI Article link] [bibTex]
, - On the Discovery of Educational Patterns using Biclustering, presented at 15th International Conference on Intelligent Tutoring Systems (ITS), May. 2019 [bibTex]
, Dissertations
MSc Theses: 8
2020
- 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 - Rui Miguel Carrasqueiro Henriques, Prognóstico clínico e previsão do risco de complicações pós-cirúrgicas em pacientes com cancro, MSc Thesis, Nov. 2020 [bibTex]
advised by - Susana Vinga and Rui Miguel Carrasqueiro Henriques, Deteção de Anomalias em Redes de Água atravez de Redes Recorrentes, MSc Thesis, Oct. 2020 [bibTex]
advised by 2019
- Rui Miguel Carrasqueiro Henriques and Anna Carolina Nametala Finamore do Couto, Análise de dados urbanos para determinação de fluxos de tráfego na cidade, MSc Thesis, Dec. 2019 [bibTex]
advised by - Rui Miguel Carrasqueiro Henriques, Biomarcadores de progressão da doença de Alzheimer, MSc Thesis, Dec. 2019 [bibTex]
advised by - Rui Miguel Carrasqueiro Henriques, Descoberta avançada de associações entre objectos no Diário da República, MSc Thesis, Dec. 2019 [bibTex]
advised by - Rui Miguel Carrasqueiro Henriques, Marcadores Integrativos para Apoio ao Prognóstico de Disturbios do Foro Psiquiátrico, MSc Thesis, Dec. 2019 [bibTex]
advised by Internships: 3
2020
- Rui Miguel Carrasqueiro Henriques, Indices espaçotemporais de vulnerabilidade na resposta a emergências médicas, short term traineeship, Oct. 2020 [bibTex]
advised by 2019
- Rui Miguel Carrasqueiro Henriques, Estudo de correlações entre procura e meteorologia no sistema de partilha de bicicletas GIRA, short term traineeship at IST, Dec. 2019 [bibTex]
advised by - Rui Miguel Carrasqueiro Henriques, Descoberta avançada de padrões em dados proteómicos, short term traineeship at IST, Jun. 2019 [bibTex]
advised by Reports
Technical Reports: 1
2020
- COVID-19 in Portugal: predictability ofhospital-ization, ICU and respiratory-assistance needs, INESC-ID Tec. Rep. 5/2020, Sep. 2020 [bibTex]
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