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: 1332
22 Team MembersFilters -> Year: 2025
501
TITLE: Biased Dynamic Sampling for Temporal Network Streams
AUTHORS: Shazia Tabassum ; João Gama ;
PUBLISHED: 2018, SOURCE: 7th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2018 in Complex Networks and Their Applications VII - Volume 1 Proceedings The 7th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2018, Cambridge, UK, December 11-13, 2018., VOLUME: 812, PAGES: 512-523
AUTHORS: Shazia Tabassum ; João Gama ;
PUBLISHED: 2018, SOURCE: 7th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2018 in Complex Networks and Their Applications VII - Volume 1 Proceedings The 7th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2018, Cambridge, UK, December 11-13, 2018., VOLUME: 812, PAGES: 512-523
502
TITLE: Bioinformatics Computational Cluster Batch Task Profiling with Machine Learning for Failure Prediction PDF
AUTHORS: Christopher Harrison; Christine R Kirkpatrick; Inês Dutra ;
PUBLISHED: 2018, SOURCE: CoRR, VOLUME: abs/1812.09537
AUTHORS: Christopher Harrison; Christine R Kirkpatrick; Inês Dutra ;
PUBLISHED: 2018, SOURCE: CoRR, VOLUME: abs/1812.09537
INDEXED IN: 
DBLP 
arXiv
DBLP arXiv503
TITLE: Causality assessment of adverse drug reaction reports using an expert-defined Bayesian network Full Text
AUTHORS: Rodrigues, PP ; Daniela Ferreira Santos ; Silva, A ; Polonia, J ; Ribeiro Vaza, I ;
PUBLISHED: 2018, SOURCE: 16th European Conference on Artificial Intelligence in Medicine (AIME) in ARTIFICIAL INTELLIGENCE IN MEDICINE, VOLUME: 91, PAGES: 12-22
AUTHORS: Rodrigues, PP ; Daniela Ferreira Santos ; Silva, A ; Polonia, J ; Ribeiro Vaza, I ;
PUBLISHED: 2018, SOURCE: 16th European Conference on Artificial Intelligence in Medicine (AIME) in ARTIFICIAL INTELLIGENCE IN MEDICINE, VOLUME: 91, PAGES: 12-22
504
TITLE: Clustering in the Presence of Concept Drift
AUTHORS: Richard Hugh Moulton; Herna L Viktor; Nathalie Japkowicz; João Gama ;
PUBLISHED: 2018, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2018 in Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part I, VOLUME: 11051, PAGES: 339-355
AUTHORS: Richard Hugh Moulton; Herna L Viktor; Nathalie Japkowicz; João Gama ;
PUBLISHED: 2018, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2018 in Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part I, VOLUME: 11051, PAGES: 339-355
505
TITLE: Co-training study for Online Regression
AUTHORS: Ricardo Sousa ; Joao Gama ;
PUBLISHED: 2018, SOURCE: 33rd Annual ACM Symposium on Applied Computing (ACM SAC) in 33RD ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, VOLUME: Part F137816, PAGES: 529-531
AUTHORS: Ricardo Sousa ; Joao Gama ;
PUBLISHED: 2018, SOURCE: 33rd Annual ACM Symposium on Applied Computing (ACM SAC) in 33RD ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, VOLUME: Part F137816, PAGES: 529-531
506
TITLE: Correction to: A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches
AUTHORS: Daniela Ferreira Santos ; Pedro Pereira Rodrigues ;
PUBLISHED: 2018, SOURCE: International Journal of Data Science and Analytics, VOLUME: 8, ISSUE: 4, PAGES: 351-351
AUTHORS: Daniela Ferreira Santos ; Pedro Pereira Rodrigues ;
PUBLISHED: 2018, SOURCE: International Journal of Data Science and Analytics, VOLUME: 8, ISSUE: 4, PAGES: 351-351
INDEXED IN: 
CrossRef
CrossRef507
TITLE: Cover Image, Volume 8, Issue 5 Full Text
AUTHORS: Shazia Tabassum ; Fabiola S F Pereira; Sofia da Silva Fernandes ; João Gama ;
PUBLISHED: 2018, SOURCE: Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery, VOLUME: 8, ISSUE: 5
AUTHORS: Shazia Tabassum ; Fabiola S F Pereira; Sofia da Silva Fernandes ; João Gama ;
PUBLISHED: 2018, SOURCE: Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery, VOLUME: 8, ISSUE: 5
INDEXED IN: DBLP CrossRef
DBLP CrossRef508
TITLE: Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches Full Text
AUTHORS: Santos, Miriam Seoane ; Soares, JP; Abreu, PH ; Araujo, H; Santos, J ;
PUBLISHED: 2018, SOURCE: IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, VOLUME: 13, ISSUE: 4, PAGES: 59-76
AUTHORS: Santos, Miriam Seoane ; Soares, JP; Abreu, PH ; Araujo, H; Santos, J ;
PUBLISHED: 2018, SOURCE: IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, VOLUME: 13, ISSUE: 4, PAGES: 59-76
509
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
510
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
DBLP511
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 arXiv512
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
513
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 arXiv514
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
515
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, 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, PAGES: 1-8
INDEXED IN: DBLP
DBLP516
TITLE: Evaluation of Oversampling Data Balancing Techniques in the Context of Ordinal Classification
AUTHORS: Inês Domingues ; Jose P Amorim; Pedro H Abreu ; Hugo Duarte; Joao Santos ;
PUBLISHED: 2018, SOURCE: Proceedings of the International Joint Conference on Neural Networks, VOLUME: 2018-July
AUTHORS: Inês Domingues ; Jose P Amorim; Pedro H Abreu ; Hugo Duarte; Joao Santos ;
PUBLISHED: 2018, SOURCE: Proceedings of the International Joint Conference on Neural Networks, VOLUME: 2018-July
517
TITLE: Exploring the Effects of Data Distribution in Missing Data Imputation
AUTHORS: Jastin Pompeu Soares; Santos, Miriam Seoane ; 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; Santos, Miriam Seoane ; 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
DBLP518
TITLE: Exploring the effects of data distribution in missing data imputation
AUTHORS: Pompeu Soares, J; Santos, Miriam Seoane ; 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; Santos, Miriam Seoane ; 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
519
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
520
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
