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ORCIDAlbert Hung-Ren Ko
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Journal Articles
- 2015
[j8]Albert Hung-Ren Ko, Anne-Laure Jousselme, Robert Sabourin, François Gagnon:
A dominance-based stepwise approach for sensor placement optimization. Appl. Soft Comput. 28: 466-482 (2015)- 2013
- [j7]Albert Hung-Ren Ko, Robert Sabourin:
Single Classifier-based Multiple Classification Scheme for weak classifiers: An experimental comparison. Expert Syst. Appl. 40(9): 3606-3622 (2013) - [j6]Albert Hung-Ren Ko, Robert Sabourin, François Gagnon
:
Performance of distributed multi-agent multi-state reinforcement spectrum management using different exploration schemes. Expert Syst. Appl. 40(10): 4115-4126 (2013) - 2009
- [j5]Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.:
Compound Diversity Functions for Ensemble Selection. Int. J. Pattern Recognit. Artif. Intell. 23(4): 659-686 (2009) - [j4]Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.:
Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer. Pattern Anal. Appl. 12(1): 21-35 (2009) - [j3]Albert Hung-Ren Ko, Paulo Rodrigo Cavalin, Robert Sabourin, Alceu de Souza Britto Jr.:
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. IEEE Trans. Pattern Anal. Mach. Intell. 31(12): 2168-2178 (2009) - 2008
- [j2]Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.:
From dynamic classifier selection to dynamic ensemble selection. Pattern Recognit. 41(5): 1718-1731 (2008) - 2007
- [j1]Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr., Luiz S. Oliveira:
Pairwise fusion matrix for combining classifiers. Pattern Recognit. 40(8): 2198-2210 (2007)
Conference and Workshop Papers
- 2013
- [c14]Albert Hung-Ren Ko, Robert Sabourin:
Single Classifier Based Multiple Classifications. MCS 2013: 134-145 - 2011
- [c13]Albert Hung-Ren Ko, Anne-Laure Jousselme, Patrick Maupin:
A novel measure for data stream anomaly detection in a bio-surveillance system. FUSION 2011: 1-7 - [c12]Albert Hung-Ren Ko, Anne-Laure Jousselme, Patrick Maupin:
A coverage dominance approach for sensor deployment optimization. FUSION 2011: 1-8 - 2010
- [c11]Vahab Akbarzadeh, Albert Hung-Ren Ko, Christian Gagné, Marc Parizeau:
Topography-Aware Sensor Deployment Optimization with CMA-ES. PPSN (2) 2010: 141-150 - 2009
- [c10]Murilo Santos, Albert Hung-Ren Ko, Luiz S. Oliveira, Robert Sabourin, Alessandro L. Koerich, Alceu de Souza Britto Jr.:
Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System. ICDAR 2009: 666-670 - 2008
- [c9]Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.:
A new HMM training and testing scheme. ICPR 2008: 1-4 - [c8]Albert Hung-Ren Ko, Robert Sabourin, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr.:
The implication of data diversity for a classifier-free ensemble selection in random subspaces. ICPR 2008: 1-5 - 2007
- [c7]Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.:
K-Nearest Oracle for Dynamic Ensemble Selection. ICDAR 2007: 422-426 - [c6]Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.:
A New HMM-Based Ensemble Generation Method for Numeral Recognition. MCS 2007: 52-61 - [c5]Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.:
Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination. MCS 2007: 302-311 - [c4]Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.:
A New Dynamic Ensemble Selection Method for Numeral Recognition. MCS 2007: 431-439 - 2006
- [c3]Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.:
Evolving ensemble of classifiers in random subspace. GECCO 2006: 1473-1480 - [c2]Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.:
A New Objective Function for Ensemble Selection in Random Subspaces. ICPR (4) 2006: 185-188 - [c1]Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.:
Combining Diversity and Classification Accuracy for Ensemble Selection in Random Subspaces. IJCNN 2006: 2144-2151
Informal and Other Publications
- 2014
- [i1]Albert Hung-Ren Ko, Robert Sabourin, Alceu S. Britto Jr., Luiz E. S. Oliveira:
A Classifier-free Ensemble Selection Method based on Data Diversity in Random Subspaces. CoRR abs/1408.2889 (2014)
Coauthor Index
aka: Alceu de Souza Britto Jr.
aka: Luiz S. Oliveira
aka: Luiz E. Soares de Oliveira
aka: Luiz E. S. Oliveira
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