Artificial Intelligence for Health Care (AI4Health)
Center for Health Technology and Services Research (CINTESIS) :: Health Data and Decision Sciences & Information Technologies
AuthID: I-000-B66
Publications Actions
Publications at Authenticus Institutional Profile
An Authenticus institution (group) is an organization which consists of a set of researchers (institutional/group team). The set of researchers depends on the organizational structure of the institution per year and can be set at the institution profile, under ‘Researchers’ interface. Based on the institutional team we produce listings of publications, statistics and institutional reports.
Publications displayed at an Authenticus institutional profile depend on two parameters:
- Researchers team associated with the institution per year.
- Publications source type.
We define 3 types of publication sources:
- Validated by team members - includes all publications validated by team members. Requires the definition of the institutional team.
- All published by team members - includes all publications validated by the institution team members plus all not-validated (only identified) publications. Requires the definition of the institutional team.
- Affiliation Based - includes publications that have the institution/group in the publication affiliation. Does not require institutional team, but at the same time does not guarantee that all publications will be listed.
External
Internal
No data about last update.
Rules:
This actions updates publications citations of every team member.
Only validated by team members publications are included.
Only the current year team is included in this action.>
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a month!
Only validated by team members publications are included.
Only the current year team is included in this action.>
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a month!
No data about last update.
Rules:
This actions updates all pre print publications of the group/institution.
Only validated by current year team members publications are included.
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a day!
Only validated by current year team members publications are included.
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a day!
Publications Count: 1379
22 Team MembersFilters -> Year: 2025
561
TITLE: Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches Full Text
AUTHORS: Santos, MS ; Soares, JP; Abreu, PH ; Araujo, H; Santos, J ;
PUBLISHED: 2018, SOURCE: IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, VOLUME: 13, ISSUE: 4, PAGES: 59-76
AUTHORS: Santos, MS ; Soares, JP; Abreu, PH ; Araujo, H; Santos, J ;
PUBLISHED: 2018, SOURCE: IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, VOLUME: 13, ISSUE: 4, PAGES: 59-76
562
TITLE: Cutaneous Morbidity Among Inflammatory Bowel Disease Patients: A Cohort Study Full Text
AUTHORS: Julia Vide; Filipa Osorio; Miguel Costa Silva; Sofia Lopes; Filomena Azevedo; Claudia Camila Dias ; Sofia Magina ; Fernando Magro ;
PUBLISHED: 2018, SOURCE: JOURNAL OF CROHNS & COLITIS, VOLUME: 12, ISSUE: 4, PAGES: 442-451
AUTHORS: Julia Vide; Filipa Osorio; Miguel Costa Silva; Sofia Lopes; Filomena Azevedo; Claudia Camila Dias ; Sofia Magina ; Fernando Magro ;
PUBLISHED: 2018, SOURCE: JOURNAL OF CROHNS & COLITIS, VOLUME: 12, ISSUE: 4, PAGES: 442-451
563
TITLE: Denial of Service Attacks: Detecting the Frailties of Machine Learning Algorithms in the Classification Process
AUTHORS: Ivo Frazão; Pedro Henriques Abreu ; Tiago Cruz; Hélder Araújo; Paulo Simões;
PUBLISHED: 2018, SOURCE: Critical Information Infrastructures Security - 13th International Conference, CRITIS 2018, Kaunas, Lithuania, September 24-26, 2018, Revised Selected Papers, VOLUME: 11260, PAGES: 230-235
AUTHORS: Ivo Frazão; Pedro Henriques Abreu ; Tiago Cruz; Hélder Araújo; Paulo Simões;
PUBLISHED: 2018, SOURCE: Critical Information Infrastructures Security - 13th International Conference, CRITIS 2018, Kaunas, Lithuania, September 24-26, 2018, Revised Selected Papers, VOLUME: 11260, PAGES: 230-235
INDEXED IN: 
DBLP
DBLP564
TITLE: Driven tabu search: a quantum inherent optimisation PDF
AUTHORS: Carla Silva ; Inês Dutra ; Marcus S Dahlem;
PUBLISHED: 2018, SOURCE: CoRR, VOLUME: abs/1808.08429
AUTHORS: Carla Silva ; Inês Dutra ; Marcus S Dahlem;
PUBLISHED: 2018, SOURCE: CoRR, VOLUME: abs/1808.08429
INDEXED IN: DBLP 
arXiv
DBLP arXiv565
TITLE: Dynamic graph summarization: a tensor decomposition approach Full Text
AUTHORS: Sofia Fernandes ; Hadi Fanaee T; Joo Gama ;
PUBLISHED: 2018, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 32, ISSUE: 5, PAGES: 1397-1420
AUTHORS: Sofia Fernandes ; Hadi Fanaee T; Joo Gama ;
PUBLISHED: 2018, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 32, ISSUE: 5, PAGES: 1397-1420
566
TITLE: Dynamic Laplace: Efficient Centrality Measure for Weighted or Unweighted Evolving Networks PDF
AUTHORS: Mário Cordeiro ; Rui Portocarrero Sarmento ; Pavel Brazdil ; João Gama ;
PUBLISHED: 2018, SOURCE: CoRR, VOLUME: abs/1808.02960
AUTHORS: Mário Cordeiro ; Rui Portocarrero Sarmento ; Pavel Brazdil ; João Gama ;
PUBLISHED: 2018, SOURCE: CoRR, VOLUME: abs/1808.02960
INDEXED IN: DBLP arXiv
DBLP arXiv567
TITLE: Endoscopic dilation of pharyngoesophageal strictures: There are more dimensions than a diameter
AUTHORS: Diana Martins; Sara Pires; Pedro Pimentel Nunes ; Rui Almeida Silva; Claúdia Camila Dias ; Mário Dinis Ribeiro;
PUBLISHED: 2018, SOURCE: GE Portuguese Journal of Gastroenterology, VOLUME: 25, ISSUE: 6, PAGES: 291-298
AUTHORS: Diana Martins; Sara Pires; Pedro Pimentel Nunes ; Rui Almeida Silva; Claúdia Camila Dias ; Mário Dinis Ribeiro;
PUBLISHED: 2018, SOURCE: GE Portuguese Journal of Gastroenterology, VOLUME: 25, ISSUE: 6, PAGES: 291-298
568
TITLE: Evaluation of Oversampling Data Balancing Techniques in the Context of Ordinal Classification
AUTHORS: Inês Domingues ; José Pereira Amorim; Pedro H Abreu ; Hugo Duarte; João A M Santos ;
PUBLISHED: 2018, SOURCE: 2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018, VOLUME: 2018-July, PAGES: 1-8
AUTHORS: Inês Domingues ; José Pereira Amorim; Pedro H Abreu ; Hugo Duarte; João A M Santos ;
PUBLISHED: 2018, SOURCE: 2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018, VOLUME: 2018-July, PAGES: 1-8
569
TITLE: Exploring the Effects of Data Distribution in Missing Data Imputation
AUTHORS: Jastin Pompeu Soares; Miriam Seoane Santos ; Pedro Henriques Abreu ; Hélder Araújo; João A M Santos;
PUBLISHED: 2018, SOURCE: Advances in Intelligent Data Analysis XVII - 17th International Symposium, IDA 2018, 's-Hertogenbosch, The Netherlands, October 24-26, 2018, Proceedings, VOLUME: 11191, PAGES: 251-263
AUTHORS: Jastin Pompeu Soares; Miriam Seoane Santos ; Pedro Henriques Abreu ; Hélder Araújo; João A M Santos;
PUBLISHED: 2018, SOURCE: Advances in Intelligent Data Analysis XVII - 17th International Symposium, IDA 2018, 's-Hertogenbosch, The Netherlands, October 24-26, 2018, Proceedings, VOLUME: 11191, PAGES: 251-263
INDEXED IN: DBLP
DBLP570
TITLE: Exploring the effects of data distribution in missing data imputation
AUTHORS: Pompeu Soares, J; Seoane Santos, M ; Henriques Abreu, P ; Araújo, H; Santos, J ;
PUBLISHED: 2018, SOURCE: 17th International Symposium on Intelligent Data Analysis, IDA 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11191 LNCS, PAGES: 251-263
AUTHORS: Pompeu Soares, J; Seoane Santos, M ; Henriques Abreu, P ; Araújo, H; Santos, J ;
PUBLISHED: 2018, SOURCE: 17th International Symposium on Intelligent Data Analysis, IDA 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11191 LNCS, PAGES: 251-263
571
TITLE: Finding Groups in Obstructive Sleep Apnea Patients: A Categorical Cluster Analysis
AUTHORS: Daniela Ferreira Santos ; Pedro Pereira Rodrigues ;
PUBLISHED: 2018, SOURCE: 31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018 in 31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018, Karlstad, Sweden, June 18-21, 2018, VOLUME: 2018-June, PAGES: 387-392
AUTHORS: Daniela Ferreira Santos ; Pedro Pereira Rodrigues ;
PUBLISHED: 2018, SOURCE: 31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018 in 31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018, Karlstad, Sweden, June 18-21, 2018, VOLUME: 2018-June, PAGES: 387-392
572
TITLE: Forgetting techniques for stream-based matrix factorization in recommender systems Full Text
AUTHORS: Pawel Matuszyk; Joao Vinagre ; Myra Spiliopoulou; Alipio Mario Jorge ; Joao Gama ;
PUBLISHED: 2018, SOURCE: KNOWLEDGE AND INFORMATION SYSTEMS, VOLUME: 55, ISSUE: 2, PAGES: 275-304
AUTHORS: Pawel Matuszyk; Joao Vinagre ; Myra Spiliopoulou; Alipio Mario Jorge ; Joao Gama ;
PUBLISHED: 2018, SOURCE: KNOWLEDGE AND INFORMATION SYSTEMS, VOLUME: 55, ISSUE: 2, PAGES: 275-304
573
TITLE: Genetic Testing for Inherited Thrombophilia: 20 Years of Experience in a University and Tertiary Care Centre Full Text
AUTHORS: Cláudia Vaz; Bischoff, F. ; Fátima Monteiro; Manuela Lopes; Filipe Vasconcelos; Pedro Bastos; Gilberto Tavares; Marina Ferreira; Ana Amorim; Carmo Koch;
PUBLISHED: 2018, SOURCE: Proceedings, VOLUME: 2, ISSUE: 9, PAGES: 527
AUTHORS: Cláudia Vaz; Bischoff, F. ; Fátima Monteiro; Manuela Lopes; Filipe Vasconcelos; Pedro Bastos; Gilberto Tavares; Marina Ferreira; Ana Amorim; Carmo Koch;
PUBLISHED: 2018, SOURCE: Proceedings, VOLUME: 2, ISSUE: 9, PAGES: 527
INDEXED IN: 
CrossRef
CrossRef574
TITLE: Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems
AUTHORS: Luis Moreira Matias; Joao Gama ; Cristina Olaverri Monreal; Rahul Nair; Roberto Trasarti;
PUBLISHED: 2018, SOURCE: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOLUME: 19, ISSUE: 11, PAGES: 3626-3629
AUTHORS: Luis Moreira Matias; Joao Gama ; Cristina Olaverri Monreal; Rahul Nair; Roberto Trasarti;
PUBLISHED: 2018, SOURCE: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOLUME: 19, ISSUE: 11, PAGES: 3626-3629
575
TITLE: Impact of Imputing Missing Data in Bayesian Network Structure Learning for Obstructive Sleep Apnea Diagnosis
AUTHORS: Daniela Ferreira Santos ; Matilde Monteiro Soares ; Pedro Pereira Rodrigues ;
PUBLISHED: 2018, SOURCE: 40th Medical Informatics in Europe Conference, MIE 2018 in Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth - Proceedings of MIE 2018, Medical Informatics Europe, Gothenburg, Sweden, April 24-26, 2018, VOLUME: 247, PAGES: 126-130
AUTHORS: Daniela Ferreira Santos ; Matilde Monteiro Soares ; Pedro Pereira Rodrigues ;
PUBLISHED: 2018, SOURCE: 40th Medical Informatics in Europe Conference, MIE 2018 in Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth - Proceedings of MIE 2018, Medical Informatics Europe, Gothenburg, Sweden, April 24-26, 2018, VOLUME: 247, PAGES: 126-130
576
TITLE: Improving acute kidney injury detection with conditional probabilities
AUTHORS: Ana Rita Nogueira ; Carlos Abreu Ferreira ; Joao Gama ;
PUBLISHED: 2018, SOURCE: INTELLIGENT DATA ANALYSIS, VOLUME: 22, ISSUE: 6, PAGES: 1355-1374
AUTHORS: Ana Rita Nogueira ; Carlos Abreu Ferreira ; Joao Gama ;
PUBLISHED: 2018, SOURCE: INTELLIGENT DATA ANALYSIS, VOLUME: 22, ISSUE: 6, PAGES: 1355-1374
577
TITLE: Improving Candidate Quality of Probabilistic Logic Models Full Text
AUTHORS: Joana Côrte Real ; Anton Dries; Inês Dutra ; Ricardo Rocha ;
PUBLISHED: 2018, SOURCE: Technical Communications of the 34th International Conference on Logic Programming, ICLP 2018 in Technical Communications of the 34th International Conference on Logic Programming, ICLP 2018, July 14-17, 2018, Oxford, United Kingdom, VOLUME: 64, PAGES: 6:1-6:14
AUTHORS: Joana Côrte Real ; Anton Dries; Inês Dutra ; Ricardo Rocha ;
PUBLISHED: 2018, SOURCE: Technical Communications of the 34th International Conference on Logic Programming, ICLP 2018 in Technical Communications of the 34th International Conference on Logic Programming, ICLP 2018, July 14-17, 2018, Oxford, United Kingdom, VOLUME: 64, PAGES: 6:1-6:14
INDEXED IN: 
Scopus DBLP
Scopus DBLP578
TITLE: Improving the Classifier Performance in Motor Imagery Task Classification: What are the steps in the classification process that we should worry about?
AUTHORS: Santos, MS ; Abreu, PH ; Rodriguez Bermudez, G; Garcia Laencina, PJ;
PUBLISHED: 2018, SOURCE: INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, VOLUME: 11, ISSUE: 1, PAGES: 1278-1293
AUTHORS: Santos, MS ; Abreu, PH ; Rodriguez Bermudez, G; Garcia Laencina, PJ;
PUBLISHED: 2018, SOURCE: INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, VOLUME: 11, ISSUE: 1, PAGES: 1278-1293
579
TITLE: Incremental TextRank - Automatic Keyword Extraction for Text Streams
AUTHORS: Rui Portocarrero Sarmento ; Mário Cordeiro ; Pavel Brazdil ; João Gama ;
PUBLISHED: 2018, SOURCE: 20th International Conference on Enterprise Information Systems, ICEIS 2018 in Proceedings of the 20th International Conference on Enterprise Information Systems, ICEIS 2018, Funchal, Madeira, Portugal, March 21-24, 2018, Volume 1., VOLUME: 1, PAGES: 363-370
AUTHORS: Rui Portocarrero Sarmento ; Mário Cordeiro ; Pavel Brazdil ; João Gama ;
PUBLISHED: 2018, SOURCE: 20th International Conference on Enterprise Information Systems, ICEIS 2018 in Proceedings of the 20th International Conference on Enterprise Information Systems, ICEIS 2018, Funchal, Madeira, Portugal, March 21-24, 2018, Volume 1., VOLUME: 1, PAGES: 363-370
INDEXED IN: Scopus DBLP
Scopus DBLP580
TITLE: Instrumental head impulse test changes after intratympanic gentamicin for unilateral definite Meniere's disease: A systematic review and meta-analysis Full Text
AUTHORS: Marques, PS ; Dias, CC ; Perez Fernandez, N; Spratley, J ;
PUBLISHED: 2018, SOURCE: AURIS NASUS LARYNX, VOLUME: 45, ISSUE: 5, PAGES: 943-951
AUTHORS: Marques, PS ; Dias, CC ; Perez Fernandez, N; Spratley, J ;
PUBLISHED: 2018, SOURCE: AURIS NASUS LARYNX, VOLUME: 45, ISSUE: 5, PAGES: 943-951
