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Albert Ko
Albert Ko
Verified email at rotmanalum.utoronto.ca
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From dynamic classifier selection to dynamic ensemble selection
AHR Ko, R Sabourin, AS Britto Jr
Pattern recognition 41 (5), 1718-1731, 2008
5412008
Pairwise fusion matrix for combining classifiers
AHR Ko, R Sabourin, A de Souza Britto Jr, L Oliveira
Pattern recognition 40 (8), 2198-2210, 2007
662007
Topography-aware sensor deployment optimization with CMA-ES
V Akbarzadeh, AHR Ko, C Gagné, M Parizeau
Parallel Problem Solving from Nature, PPSN XI: 11th International Conference …, 2010
442010
Leave-one-out-training and leave-one-out-testing hidden Markov models for a handwritten numeral recognizer: the implications of a single classifier and multiple classifications
AHR Ko, PR Cavalin, R Sabourin, A de Souza Britto
IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (12), 2168 …, 2008
432008
Compound diversity functions for ensemble selection
AHR Ko, R Sabourin, A de Souza Britto Jr
International Journal of Pattern Recognition and Artificial Intelligence 23 …, 2009
272009
The implication of data diversity for a classifier-free ensemble selection in random subspaces
AHR Ko, R Sabourin, LES de Oliveira, A de Souza Britto
2008 19th International Conference on Pattern Recognition, 1-5, 2008
202008
Evolving ensemble of classifiers in random subspace
AHR Ko, R Sabourin, AS Britto Jr
Proceedings of the 8th annual conference on Genetic and evolutionary …, 2006
162006
Single Classifier-based Multiple Classification Scheme for weak classifiers: An experimental comparison
AHR Ko, R Sabourin
Expert systems with applications 40 (9), 3606-3622, 2013
132013
Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer
AHR Ko, R Sabourin, AS Britto
Pattern Analysis and Applications 12, 21-35, 2009
132009
A new dynamic ensemble selection method for numeral recognition
AHR Ko, R Sabourin, A de Souza Britto
Multiple Classifier Systems: 7th International Workshop, MCS 2007, Prague …, 2007
132007
Process of 3D wireless decentralized sensor deployment using parsing crossover scheme
AHR Ko, F Gagnon
Applied Computing and Informatics 11 (2), 89-101, 2015
122015
Performance of distributed multi-agent multi-state reinforcement spectrum management using different exploration schemes
AHR Ko, R Sabourin, F Gagnon
Expert systems with applications 40 (10), 4115-4126, 2013
122013
A new HMM-based ensemble generation method for numeral recognition
AHR Ko, R Sabourin, A de Souza Britto
Multiple Classifier Systems: 7th International Workshop, MCS 2007, Prague …, 2007
122007
A dominance-based stepwise approach for sensor placement optimization
AHR Ko, AL Jousselme, R Sabourin, F Gagnon
Applied Soft Computing 28, 466-482, 2015
72015
Static and dynamic selection of ensemble of classifiers
AHR Ko
École de technologie supérieure, 2007
62007
A novel measure for data stream anomaly detection in a bio-surveillance system
AHR Ko, AL Jousselme, P Maupin
14th International Conference on Information Fusion, 1-7, 2011
52011
A coverage dominance approach for sensor deployment optimization
AHR Ko, AL Jousselme, P Maupin
14th International Conference on Information Fusion, 1-8, 2011
42011
A New HMM training and testing scheme
AHR Ko, R Sabourin, A de Souza Britto
2008 19th International Conference on Pattern Recognition, 1-4, 2008
42008
Leave-One-Out-Training and Leave-One-Out-Testing Hidden Markov Models for a Handwritten Numeral Recognizer: The Implications of a Single Classifier and Multiple Classifications
A HUNG-REN KO, P RODRIGO CAVALIN, R Sabourin, ...
IEEE transactions on pattern analysis and machine intelligence 31 (12), 2168 …, 2009
32009
Using additional neighborhood information in a dynamic ensemble selection method: improving the KNORA approach
LM Vriesmann, LES Oliveira, A de Souza Britto Jr, R Sabourin, AHR Ko
17th International Conference on Systems, Signals and Image Processing …, 2010
22010
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