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Alexandra M Carvalho
Alexandra M Carvalho
Assistant Professor, Instituto Superior Técnico, Technical University of Lisbon
Email confirmado em tecnico.ulisboa.pt - Página inicial
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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
1902007
RISOTTO: Fast extraction of motifs with mismatches
N Pisanti, AM Carvalho, L Marsan, MF Sagot
LATIN 2006: Theoretical Informatics, 757-768, 2006
1252006
Scoring functions for learning Bayesian networks
AM Carvalho
Inesc-id Tec. Rep 12, 1-48, 2009
992009
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 3 (2), 126-140, 2006
712006
Discriminative Learning of Bayesian Networks via Factorized Conditional Log-Likelihood
AM Carvalho, T Roos, AL Oliveira, P Myllymäki
The Journal of Machine Learning Research 7, 2181-2210, 2011
642011
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
632005
Pattern matching through Chaos Game Representation: bridging numerical and discrete data structures for biological sequence analysis
S Vinga, AM Carvalho, AP Francisco, L Russo, JS Almeida
Algorithms for Molecular Biology 7 (1), 1-12, 2012
372012
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
352004
Efficient extraction of structured motifs using box-links
AM Carvalho, AT Freitas, AL Oliveira, MF Sagot
String Processing and Information Retrieval, 51-68, 2004
262004
Efficient Learning of Bayesian Network Classifiers
AM Carvalho, AL Oliveira, MF Sagot
AI 2007: Advances in Artificial Intelligence, 16-25, 2007
222007
Efficient approximation of the conditional relative entropy with applications to discriminative learning of Bayesian network classifiers
AM Carvalho, P Adao, P Mateus
Entropy 15 (7), 2716-2735, 2013
172013
Learning Bayesian networks consistent with the optimal branching
AM Carvalho, AL Oliveira
Sixth International Conference on Machine Learning and Applications (ICMLA …, 2007
152007
Within and between-tree variation of wood density components in Pinus sylvestris at five sites in Portugal
C Fernandes, MJ Gaspar, J Pires, ME Silva, A Carvalho, JL Brito, ...
European Journal of Wood and Wood Products 75 (4), 511-526, 2017
142017
Hybrid learning of Bayesian multinets for binary classification
AM Carvalho, P Adao, P Mateus
Pattern recognition 47 (10), 3438-3450, 2014
122014
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
102015
Polynomial-Time Algorithm for Learning Optimal BFS-Consistent Dynamic Bayesian Networks
M Sousa, AM Carvalho
Entropy 20 (4), 274, 2018
72018
Class imbalance in the prediction of dementia from neuropsychological data
C Nunes, D Silva, M Guerreiro, A Mendonça, AM Carvalho, SM Madeira
Progress in Artificial Intelligence, Selected Papers from EPIA'13, LNCS 8154 …, 2013
72013
Category theory in COQ
A Carvalho, P Mateus
Diploma Thesis. Institute Superior Técnico, Universidade Técnica de Lisboa, 1998
61998
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
52015
GRISOTTO: A greedy approach to improve combinatorial algorithms for motif discovery with prior knowledge
AM Carvalho, AL Oliveira
Algorithms for Molecular Biology 6 (1), 1-13, 2011
52011
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Artigos 1–20