21
TITLE: Model selection for clustering of pharmacokinetic responses
AUTHORS: Rui P Guerra; Alexandra M Carvalho ; Paulo Mateus;
PUBLISHED: 2018, SOURCE: Computer Methods and Programs in Biomedicine, VOLUME: 162
INDEXED IN: Scopus CrossRef: 3
22
TITLE: Polynomial-time algorithm for learning optimal BFS-consistent dynamic Bayesian networks  Full Text
AUTHORS: Sousa, M; Carvalho, AM ;
PUBLISHED: 2018, SOURCE: Entropy, VOLUME: 20, ISSUE: 4
INDEXED IN: Scopus CrossRef: 4
23
TITLE: Unsupervised learning of pharmacokinetic responses  Full Text
AUTHORS: Tomás, E; Vinga, S ; Carvalho, AM ;
PUBLISHED: 2017, SOURCE: Computational Statistics, VOLUME: 32, ISSUE: 2
INDEXED IN: Scopus CrossRef: 2
24
TITLE: Outlier detection in cox proportional hazards models based on the concordance c-Index
AUTHORS: Pinto, JD; Carvalho, AM ; Vinga, S ;
PUBLISHED: 2015, SOURCE: 1st International Workshop on Machine Learning, Optimization, and Big Data, MOD 2015 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 9432
INDEXED IN: Scopus CrossRef: 2
25
TITLE: Outlier detection in survival analysis based on the concordance C-index
AUTHORS: Pinto, JD; Carvalho, AM ; Vinga, S ;
PUBLISHED: 2015, SOURCE: 6th International Conference on Bioinformatics Models, Methods and Algorithms, BIOINFORMATICS 2015 in BIOINFORMATICS 2015 - 6th International Conference on Bioinformatics Models, Methods and Algorithms, Proceedings; Part of 8th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2015
INDEXED IN: Scopus
26
TITLE: Polynomial-time algorithm for learning optimal tree-augmented dynamic Bayesian networks
AUTHORS: Monteiro, JL; Vinga, S ; Carvalho, AM ;
PUBLISHED: 2015, SOURCE: 31st Conference on Uncertainty in Artificial Intelligence, UAI 2015 in Uncertainty in Artificial Intelligence - Proceedings of the 31st Conference, UAI 2015
INDEXED IN: Scopus
27
TITLE: Hybrid learning of Bayesian multinets for binary classification  Full Text
AUTHORS: Alexandra M Carvalho ; Pedro Adao ; Paulo Mateus;
PUBLISHED: 2014, SOURCE: PATTERN RECOGNITION, VOLUME: 47, ISSUE: 10
INDEXED IN: Scopus WOS DBLP CrossRef
28
TITLE: Class Imbalance in the Prediction of Dementia from Neuropsychological Data
AUTHORS: Cecilia Nunes; Dina Silva ; Manuela Guerreiro ; Alexandre de Mendonca ; Alexandra M Carvalho ; Sara C Madeira ;
PUBLISHED: 2013, SOURCE: 16th Portuguese Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2013, VOLUME: 8154
INDEXED IN: Scopus WOS DBLP CrossRef
30
TITLE: Pattern matching through Chaos Game Representation: bridging numerical and discrete data structures for biological sequence analysis
AUTHORS: Vinga, S ; Carvalho, AM ; Francisco, AP ; Russo, LMS ; Almeida, JS;
PUBLISHED: 2012, SOURCE: ALGORITHMS FOR MOLECULAR BIOLOGY, VOLUME: 7, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef Handle
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