Publications

Articles

International Journal Articles: 3

2021

- João Lobo and Rui Miguel Carrasqueiro Henriques and Sara C. Madeira, G-Tric: generating three-way synthetic datasets with triclustering solutions, article in BMC Bioinformatics, Jan. 2021 [Article] [bibTex]

2020

- David António Cóias Calhas and Enrique Romero and Rui Miguel Carrasqueiro Henriques, 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

- Rui Miguel Carrasqueiro Henriques and Sara C. Madeira, 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

- Ricardo Sousa and Conceição Amado and Rui Miguel Carrasqueiro Henriques, 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]
- Francisco Miguel Consciência Neves and Anna Carolina Nametala Finamore do Couto and Rui Miguel Carrasqueiro Henriques, 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]
- Carlos Eduardo Rodrigues Lemonde Macedo and Elisabete Arsénio and Rui Miguel Carrasqueiro Henriques, Exploring multimodal mobility patterns withbig data in the city of Lisbon, presented at European Transport Conference (ETC), Aug. 2020 [bibTex]
- Sofia Maria Pais Cerqueira and Elisabete Arsénio and Rui Miguel Carrasqueiro Henriques, Integrative analysis of traffic and situationalcontext data to support urban mobility planning, presented at European Transport Conference (ETC), Aug. 2020 [bibTex]
- Inês Aires Marinho Marreiros Leite and Anna Carolina Nametala Finamore do Couto and Rui Miguel Carrasqueiro Henriques, Context-sensitive modeling of public transport data, presented at Transport Research Arena (TRA2020), Apr. 2020 [bibTex]
- Pavlo Kovalchuk and Diogo Proença and José Borbinha and Rui Miguel Carrasqueiro Henriques, 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]
- Diogo Soares and Rui Miguel Carrasqueiro Henriques and Marta Gromicho and Susana Pinto and Mamede de Carvalho and Sara C. Madeira, Towards Triclustering-Based Classification of Three-Way Clinical Data: A Case Study on Pre-dicting Non-invasive Ventilation in ALS, Apr. 2020 [bibTex]

2019

- Pavlo Kovalchuk and Diogo Proença and José Borbinha and Rui Miguel Carrasqueiro Henriques, 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]
- Rui Miguel Carrasqueiro Henriques and Anna Carolina Nametala Finamore do Couto and Marco Antonio Casanova, 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

- Francisco Miguel Consciência Neves 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]
- Cláudio Ascenso Sardinha advised by Rui Miguel Carrasqueiro Henriques, Estudo e previsão da procura na rede pública de bicicletas de Lisboa (GIRA), MSc Thesis, Nov. 2020 [bibTex]
- Daniel Gonçalves 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]
- Ana Margarida Pataca da Costa 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]

2019

- Inês Aires Marinho Marreiros Leite advised by 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]
- José Maria Trindade Mota advised by Rui Miguel Carrasqueiro Henriques, Biomarcadores de progressão da doença de Alzheimer, MSc Thesis, Dec. 2019 [bibTex]
- Pavlo Kovalchuck advised by Rui Miguel Carrasqueiro Henriques, Descoberta avançada de associações entre objectos no Diário da República, MSc Thesis, Dec. 2019 [bibTex]
- Pedro Manuel Sampaio Lindeza advised by Rui Miguel Carrasqueiro Henriques, Marcadores Integrativos para Apoio ao Prognóstico de Disturbios do Foro Psiquiátrico, MSc Thesis, Dec. 2019 [bibTex]

Internships: 3

2020

- Joana Coutinho advised by Rui Miguel Carrasqueiro Henriques, Indices espaçotemporais de vulnerabilidade na resposta a emergências médicas, short term traineeship, Oct. 2020 [bibTex]

2019

- Ana Santos advised by 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]
- David Mello advised by Rui Miguel Carrasqueiro Henriques, Descoberta avançada de padrões em dados proteómicos, short term traineeship at IST, Jun. 2019 [bibTex]

Reports

Technical Reports: 1

2020

- André Patrício and Rafael S. Costa and Rui Miguel Carrasqueiro Henriques, COVID-19 in Portugal: predictability ofhospital-ization, ICU and respiratory-assistance needs, INESC-ID Tec. Rep. 5/2020, Sep. 2020 [bibTex]