Alexandra M Carvalho
Alexandra M Carvalho
Assistant Professor, Instituto Superior TÚcnico, Technical University of Lisbon
Email verificata su kdbio.inesc-id.pt - Home page
TitoloCitata daAnno
YEASTRACT-DISCOVERER: new tools to improve the analysis of transcriptional regulatory associations in Saccharomyces cerevisiae
PT Monteiro, ND Mendes, MC Teixeira, S d’Orey, S Tenreiro, NP Mira, ...
Nucleic acids research 36 (suppl_1), D132-D136, 2007
1782007
RISOTTO: Fast extraction of motifs with mismatches
N Pisanti, AM Carvalho, L Marsan, MF Sagot
LATIN 2006: Theoretical Informatics, 757-768, 2006
1172006
An efficient algorithm for the identification of structured motifs in DNA promoter sequences
AM Carvalho, AT Freitas, AL Oliveira, MF Sagot
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB) 3á…, 2006
622006
Scoring functions for learning Bayesian networks
AM Carvalho
Inesc-id Tec. Rep 12, 2009
612009
A highly scalable algorithm for the extraction of cis-regulatory regions
AM Carvalho, AT Freitas, AL Oliveira, MF Sagot
Proceedings Of The 3rd Asia-Pacific Bioinformatics Conference, 273-282, 2005
572005
Discriminative Learning of Bayesian Networks via Factorized Conditional Log-Likelihood
AM Carvalho, T Roos, AL Oliveira, P Myllymńki
The Journal of Machine Learning Research 7, 2181-2210, 2011
532011
A parallel algorithm for the extraction of structured motifs
AM Carvalho, AL Oliveira, AT Freitas, MF Sagot
Proceedings of the 2004 ACM symposium on Applied computing, 147-153, 2004
372004
Pattern matching through Chaos Game Representation: bridging numerical and discrete data structures for biological sequence analysis
S Vinga, AM Carvalho, AP Francisco, LMS Russo, JS Almeida
Algorithms for Molecular Biology 7 (1), 10, 2012
272012
Efficient extraction of structured motifs using box-links
AM Carvalho, AT Freitas, AL Oliveira, MF Sagot
String Processing and Information Retrieval, 51-68, 2004
252004
Efficient Learning of Bayesian Network Classifiers
AM Carvalho, AL Oliveira, MF Sagot
AI 2007: Advances in Artificial Intelligence, 16-25, 2007
212007
Learning Bayesian networks consistent with the optimal branching
AM Carvalho, AL Oliveira
Sixth International Conference on Machine Learning and Applications (ICMLAá…, 2007
132007
Hybrid learning of Bayesian multinets for binary classification
AM Carvalho, P Adao, P Mateus
Pattern Recognition 47 (10), 3438-3450, 2014
82014
Efficient approximation of the conditional relative entropy with applications to discriminative learning of Bayesian network classifiers
A Carvalho, P Adao, P Mateus
Entropy 15 (7), 2716-2735, 2013
62013
GRISOTTO: A greedy approach to improve combinatorial algorithms for motif discovery with prior knowledge
AM Carvalho, AL Oliveira
Algorithms for Molecular Biology 6 (1), 13, 2011
52011
Class imbalance in the prediction of dementia from neuropsychological data
C Nunes, D Silva, M Guerreiro, A Mendonša, AM Carvalho, SM Madeira
Progress in Artificial Intelligence, Selected Papers from EPIA'13, LNCS 8154á…, 2013
42013
Category theory in COQ
A Carvalho, P Mateus
Diploma Thesis. Institute Superior TÚcnico, Universidade TÚcnica de Lisboa, 1998
41998
Outlier detection in survival analysis based on the concordance c-index
JD Pinto, AM Carvalho, S Vinga
6th International Conference on BIOINFORMATICS, 75-82, 2015
32015
Polynomial-time algorithm for learning optimal tree-augmented dynamic Bayesian networks
JL Monteiro, S Vinga, AM Carvalho
31st Conference on Uncertainty in Artificial Intelligence (UAI'15), 622-631, 2015
32015
Unsupervised learning of pharmacokinetic responses
E Tomßs, S Vinga, AM Carvalho
Computational Statistics 32 (2), 409-428, 2017
22017
Outlier detection in Cox proportional hazard models based on the concordance c-index
JD Pinto, AM Carvalho, S Vinga
Optimization and Big Data, Revised Selected Papers from MOD'15, LNCS 9432á…, 2015
22015
Il sistema al momento non pu˛ eseguire l'operazione. Riprova pi¨ tardi.
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