Multiple Classifier Systems

Keyphrases

Publications

2005

Matthew Prior, Terry Windeatt
Over-Fitting in Ensembles of Neural Network Classifiers Within ECOC Frameworks. Multiple Classifier Systems (2005)
Anand M. Narasimhamurthy
Evaluation of Diversity Measures for Binary Classifier Ensembles. Multiple Classifier Systems (2005)
Robert E. Banfield, Lawrence O. Hall, Kevin W. Bowyer, W. Philip Kegelmeyer
Ensembles of Classifiers from Spatially Disjoint Data. Multiple Classifier Systems (2005)
Qi Tian, Jie Yu, Thomas S. Huang
Boosting Multiple Classifiers Constructed by Hybrid Discriminant Analysis. Multiple Classifier Systems (2005)
Giorgio Fumera, Fabio Roli, Alessandra Serrau
Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation. Multiple Classifier Systems (2005)
Thomas Landgrebe, Pavel Paclík, David M. J. Tax, Robert P. W. Duin
Optimising Two-Stage Recognition Systems. Multiple Classifier Systems (2005)
Hanan Ayad, Mohamed S. Kamel
Cluster-Based Cumulative Ensembles. Multiple Classifier Systems (2005)
Mordechai Gal-Or, Jerrold H. May, William E. Spangler
Using Decision Tree Models and Diversity Measures in the Selection of Ensemble Classification Models. Multiple Classifier Systems (2005)
Hakan Erdogan, Aytül Erçil, Hazim Kemal Ekenel, S. Y. Bilgin, Ibrahim Eden, Meltem Kirisçi, Hüseyin Abut
Multi-modal Person Recognition for Vehicular Applications. Multiple Classifier Systems (2005)
Peng Li, Kap Luk Chan, Sheng Fu, Shankar Muthu Krishnan
An Abnormal ECG Beat Detection Approach for Long-Term Monitoring of Heart Patients Based on Hybrid Kernel Machine Ensemble. Multiple Classifier Systems (2005)
Hansheng Lei, Venu Govindaraju
Half-Against-Half Multi-class Support Vector Machines. Multiple Classifier Systems (2005)
Nitesh V. Chawla, Kevin W. Bowyer
Designing Multiple Classifier Systems for Face Recognition. Multiple Classifier Systems (2005)
Kenji Nishida, Takio Kurita
Boosting Soft-Margin SVM with Feature Selection for Pedestrian Detection. Multiple Classifier Systems (2005)
Andreas Heß, Rinat Khoussainov, Nicholas Kushmerick
Ensemble Learning with Biased Classifiers: The Triskel Algorithm. Multiple Classifier Systems (2005)
Marina Skurichina, Robert P. W. Duin
Combining Feature Subsets in Feature Selection. Multiple Classifier Systems (2005)
Kyosuke Nishida, Koichiro Yamauchi, Takashi Omori
ACE: Adaptive Classifiers-Ensemble System for Concept-Drifting Environments. Multiple Classifier Systems (2005)
Ofer Melnik, Yehuda Vardi, Cun-Hui Zhang
A Probability Model for Combining Ranks. Multiple Classifier Systems (2005)
Samuel Chindaro, Konstantinos Sirlantzis, Michael C. Fairhurst
Analysis and Modelling of Diversity Contribution to Ensemble-Based Texture Recognition Performance. Multiple Classifier Systems (2005)
Lei Chen, Mohamed S. Kamel
Design of Multiple Classifier Systems for Time Series Data. Multiple Classifier Systems (2005)
Suju Rajan, Joydeep Ghosh
Exploiting Class Hierarchies for Knowledge Transfer in Hyperspectral Data. Multiple Classifier Systems (2005)
Sergey Tulyakov, Venu Govindaraju
Using Independence Assumption to Improve Multimodal Biometric Fusion. Multiple Classifier Systems (2005)
Pavel Paclík, Thomas Landgrebe, David M. J. Tax, Robert P. W. Duin
On Deriving the Second-Stage Training Set for Trainable Combiners. Multiple Classifier Systems (2005)
Christian Thiel, Friedhelm Schwenker, Günther Palm
Using Dempster-Shafer Theory in MCF Systems to Reject Samples. Multiple Classifier Systems (2005)
Fabio Roli
Semi-supervised Multiple Classifier Systems: Background and Research Directions. Multiple Classifier Systems (2005)
Elizabeth Tapia, Esteban Serra, José Carlos González
Recursive ECOC for Microarray Data Classification. Multiple Classifier Systems (2005)
Gavin Brown, Jeremy L. Wyatt, Ping Sun
Between Two Extremes: Examining Decompositions of the Ensemble Objective Function. Multiple Classifier Systems (2005)
Ashish Kapoor, Hyungil Ahn, Rosalind W. Picard
Mixture of Gaussian Processes for Combining Multiple Modalities. Multiple Classifier Systems (2005)
Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai
Using Domain Knowledge for in the Random Subspace Method: Application: Application to the Classification of Biomedical Spectra. Multiple Classifier Systems (2005)
D. B. Redpath, K. Lebart
Observations on Boosting Feature Selection. Multiple Classifier Systems (2005)
Zeki Erdem, Robi Polikar, Fikret S. Gürgen, Nejat Yumusak
Ensemble of SVMs for Incremental Learning. Multiple Classifier Systems (2005)
Eunju Kim, Jaepil Ko
Dynamic Classifier Integration Method. Multiple Classifier Systems (2005)
Rozita A. Dara, Masoud Makrehchi, Mohamed S. Kamel
Data Partitioning Evaluation Measures for Classifier Ensembles. Multiple Classifier Systems (2005)
Michael Muhlbaier, Apostolos Topalis, Robi Polikar
Ensemble Confidence Estimates Posterior Probability. Multiple Classifier Systems (2005)
Liying Yang, Zheng Qin
Design of a New Classifier Simulator. Multiple Classifier Systems (2005)
Kaibo Duan, S. Sathiya Keerthi
Which Is the Best Multiclass SVM Method? An Empirical Study. Multiple Classifier Systems (2005)
Robin Patenall, David Windridge, Josef Kittler
Multiple Classifier Fusion Performance in Networked Stochastic Vector Quantisers. Multiple Classifier Systems (2005)
Raymond S. Smith, Terry Windeatt
Decoding Rules for Error Correcting Output Code Ensembles. Multiple Classifier Systems (2005)
Fei Wang, Changshui Zhang, Naijiang Lu
Boosting GMM and Its Two Applications. Multiple Classifier Systems (2005)
Piero P. Bonissone, Neil H. W. Eklund, Kai Goebel
Using an Ensemble of Classifiers to Audit a Production Classifier. Multiple Classifier Systems (2005)
Norman Poh, Samy Bengio
EER of Fixed and Trainable Fusion Classifiers: A Theoretical Study with Application to Biometric Authentication Tasks. Multiple Classifier Systems (2005)
Julian Fiérrez-Aguilar, Daniel Garcia-Romero, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez
Speaker Verification Using Adapted User-Dependent Multilevel Fusion. Multiple Classifier Systems (2005)
Massimo De Santo, Gennaro Percannella, Carlo Sansone, Mario Vento
Combining Audio-Based and Video-Based Shot Classification Systems for News Videos Segmentation. Multiple Classifier Systems (2005)

volume 3541, 2005

Multiple Classifier Systems, 6th International Workshop, MCS 2005, Seaside, CA, USA, June 13-15, 2005, Proceedings Multiple Classifier Systems 3541 (2005)

2004

volume 3077, 2004

Multiple Classifier Systems, 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, Proceedings Multiple Classifier Systems 3077 (2004)