Abstract is missing.
- Improving Simple Collaborative Filtering Models Using Ensemble MethodsAriel Bar, Lior Rokach, Guy Shani, Bracha Shapira, Alon Schclar. 1-12 [doi]
- Combining Instance Information to Classify BagsVeronika Cheplygina, David M. J. Tax, Marco Loog. 13-24 [doi]
- Similarity Weighted Ensembles for Relocating Models of Rare EventsClaire D'Este, Ashfaqur Rahman. 25-36 [doi]
- Diversity in Classifier Ensembles: Fertile Concept or Dead End?Luca Didaci, Giorgio Fumera, Fabio Roli. 37-48 [doi]
- Gender Classification Using Mixture of Experts from Low Resolution Facial ImagesYomna Safaa El-Din, Mohamed N. Moustafa, Hani Mahdi. 49-60 [doi]
- Multi-view Multi-class Classification for Identification of Pathogenic Bacterial StrainsEvgeni Tsivtsivadze, Tom Heskes, Armand Paauw. 61-72 [doi]
- Feature Level Multiple Model Fusion Using Multilinear Subspace Analysis with Incomplete Training Set and Its Application to Face Image AnalysisZhen-Hua Feng, Josef Kittler, William J. Christmas, Xiaojun Wu. 73-84 [doi]
- Kalman Filter Based Classifier Fusion for Affective State RecognitionMichael Glodek, Stephan Reuter, Martin Schels, Klaus Dietmayer, Friedhelm Schwenker. 85-94 [doi]
- Adaptive Ensemble Selection for Face Re-identification under Class ImbalancePaulo Vinicius Wolski Radtke, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy. 95-108 [doi]
- Self-Organizing Neural Grove and Its Application to Incremental LearningHirotaka Inoue. 109-120 [doi]
- Cascaded Reduction and Growing of Result Sets for Combining Object DetectorsUwe Knauer, Udo Seiffert. 121-133 [doi]
- Single Classifier Based Multiple ClassificationsAlbert Hung-Ren Ko, Robert Sabourin. 134-145 [doi]
- Selective Ensemble of Classifier ChainsNan Li, Zhi-Hua Zhou. 146-156 [doi]
- The Link between Multiple-Instance Learning and Learning from Only Positive and Unlabelled ExamplesYan Li, David M. J. Tax, Robert P. W. Duin, Marco Loog. 157-166 [doi]
- Stable L2-Regularized Ensemble Feature WeightingYun Li, Shasha Huang, Songcan Chen, Jennie Si. 167-178 [doi]
- Selective Clustering Ensemble Based on CovarianceXuyao Lu, Yan Yang, Hongjun Wang. 179-189 [doi]
- Semi-supervised Clustering Ensemble for Web Video CategorizationAmjad Mahmood, Tianrui Li, Yan Yang, Hongjun Wang, Mehtab Afzal. 190-200 [doi]
- Coding Theory Tools for Improving Recognition Performance in ECOC SystemsClaudio Marrocco, Paolo Simeone, Francesco Tortorella. 201-211 [doi]
- Can Diversity amongst Learners Improve Online Object Tracking?Georg Nebehay, Walter Chibamu, Peter R. Lewis, Arjun Chandra, Roman P. Pflugfelder, Xin Yao. 212-223 [doi]
- A New Perspective of Support Vector Clustering with Boundary PatternsYuan-Ping, Huina Li, Yong Zhang, Zhili Zhang. 224-235 [doi]
- Ensembles of Optimum-Path Forest Classifiers Using Input Data Manipulation and UndersamplingMoacir P. Ponti Jr., Isadora Rossi. 236-246 [doi]
- Random Oracle Ensembles for Imbalanced DataJuan J. Rodríguez, José-Francisco Díez-Pastor, Cesar García-Osorio. 247-258 [doi]
- Towards a Framework for Designing Full Model Selection and Optimization SystemsQuan Sun, Bernhard Pfahringer, Michael Mayo. 259-270 [doi]
- Transfer Learning with Part-Based EnsemblesShiliang Sun, Zhijie Xu, Mo Yang. 271-282 [doi]
- Dimensionality Reduction Using Stacked Kernel Discriminant Analysis for Multi-label ClassificationMuhammad Atif Tahir, Ahmed Bouridane, Josef Kittler. 283-294 [doi]
- Ensemble of Feature Chains for Anomaly DetectionLena Tenenboim-Chekina, Lior Rokach, Bracha Shapira. 295-306 [doi]
- Soft-Voting Clustering EnsembleHaishen Wang, Yan Yang, Hongjun Wang, Dahai Chen. 307-318 [doi]
- Randomized Bayesian Network ClassifiersQing Wang, Ping Li. 319-330 [doi]
- A Novel Pattern Rejection Criterion Based on Multiple ClassifiersWei-Na Wang, Xu-Yao Zhang, Ching Y. Suen. 331-342 [doi]
- MRF-Based Multiple Classifier System for Hyperspectral Remote Sensing Image ClassificationJunshi Xia, Peijun Du, Xiyan He. 343-351 [doi]
- A Directed Inference Approach towards Multi-class Multi-model FusionTianbao Yang, Lei Wu, Piero P. Bonissone. 352-363 [doi]
- A New Feature Fusion Approach Based on LBP and Sparse Representation and Its Application to Face RecognitionHe-Feng Yin, Xiao-jun Wu. 364-373 [doi]
- Binary Decision Trees for Melanoma DiagnosisYu Zhou, Zhuoyi Song. 374-385 [doi]
- ECOC Matrix Pruning Using Accuracy InformationCemre Zor, Terry Windeatt, Josef Kittler. 386-397 [doi]