Albert Hung-Ren Ko

Publication Activity (10 Years)

Years Active: 2006-2015
Publications (10 Years): 1

Top Topics

Weak Classifiers

Adaboost Algorithm

Sensor Placement

Top Venues

Expert Syst. Appl.

Appl. Soft Comput.

Publications

Albert Hung-Ren Ko, Anne-Laure Jousselme, Robert Sabourin, François Gagnon
A dominance-based stepwise approach for sensor placement optimization. Appl. Soft Comput. 28 (2015)
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 (2014)
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) (2013)
Albert Hung-Ren Ko, Robert Sabourin
Single Classifier Based Multiple Classifications. MCS (2013)
Albert Hung-Ren Ko, Robert Sabourin
Single Classifier-based Multiple Classification Scheme for weak classifiers: An experimental comparison. Expert Syst. Appl. 40 (9) (2013)
Albert Hung-Ren Ko, Anne-Laure Jousselme, Patrick Maupin
A novel measure for data stream anomaly detection in a bio-surveillance system. FUSION (2011)
Albert Hung-Ren Ko, Anne-Laure Jousselme, Patrick Maupin
A coverage dominance approach for sensor deployment optimization. FUSION (2011)
Vahab Akbarzadeh, Albert Hung-Ren Ko, Christian Gagné, Marc Parizeau
Topography-Aware Sensor Deployment Optimization with CMA-ES. PPSN (2) (2010)
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) (2009)
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) (2009)
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)
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) (2009)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
From dynamic classifier selection to dynamic ensemble selection. Pattern Recognit. 41 (5) (2008)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
A new HMM training and testing scheme. ICPR (2008)
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)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
A New Dynamic Ensemble Selection Method for Numeral Recognition. MCS (2007)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination. MCS (2007)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
A New HMM-Based Ensemble Generation Method for Numeral Recognition. MCS (2007)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr., Luiz S. Oliveira
Pairwise fusion matrix for combining classifiers. Pattern Recognit. 40 (8) (2007)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
K-Nearest Oracle for Dynamic Ensemble Selection. ICDAR (2007)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
A New Objective Function for Ensemble Selection in Random Subspaces. ICPR (4) (2006)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
Evolving ensemble of classifiers in random subspace. GECCO (2006)
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
Combining Diversity and Classification Accuracy for Ensemble Selection in Random Subspaces. IJCNN (2006)