Abstract is missing.
- A Novel Bagging Ensemble Approach for Variable Ranking and Selection for Linear Regression ModelsChun-Xia Zhang, Jiang-She Zhang, Guan-Wei Wang. 3-14 [doi]
- A Hierarchical Ensemble Method for DAG-Structured TaxonomiesPeter N. Robinson, Marco Frasca, Sebastian Köhler, Marco Notaro, Matteo Re, Giorgio Valentini. 15-26 [doi]
- Diversity Measures and Margin Criteria in Multi-class Majority Vote EnsembleAyako Mikami, Mineichi Kudo, Atsuyoshi Nakamura. 27-37 [doi]
- Fractional Programming Weighted Decoding for Error-Correcting Output CodesFirat Ismailoglu, Ida G. Sprinkhuizen-Kuyper, Evgueni N. Smirnov, Sergio Escalera, Ralf Peeters. 38-50 [doi]
- Instance-Based Decompositions of Error Correcting Output CodesFirat Ismailoglu, Evgueni N. Smirnov, Nikolay Y. Nikolaev, Ralf Peeters. 51-63 [doi]
- Pruning Bagging Ensembles with MetalearningFábio Pinto, Carlos Soares, João Mendes-Moreira. 64-75 [doi]
- Multi-label Selective EnsembleNan Li, Yuan Jiang, Zhi-Hua Zhou. 76-88 [doi]
- Supervised Selective Combination of Diverse Object-Representation Modalities for Regression EstimationOlga Krasotkina, Oleg Seredin, Vadim Mottl. 89-99 [doi]
- Detecting Ordinal Class StructuresRaphael Lattke, Ludwig Lausser, Christoph Müssel, Hans A. Kestler. 100-111 [doi]
- Calibrating AdaBoost for Asymmetric LearningNikolaos Nikolaou, Gavin Brown. 112-124 [doi]
- Building Classifier Ensembles Using Greedy Graph Edit DistanceKaspar Riesen, Miquel Ferrer, Andreas Fischer 0002. 125-134 [doi]
- Measuring the Stability of Feature Selection with Applications to Ensemble MethodsSarah Nogueira, Gavin Brown. 135-146 [doi]
- Suboptimal Graph Edit Distance Based on Sorted Local AssignmentsKaspar Riesen, Miquel Ferrer, Horst Bunke. 147-156 [doi]
- Multimodal PLSA for Movie Genre ClassificationHao-Zhi Hong, Jen-Ing G. Hwang. 159-167 [doi]
- One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test TimeBattista Biggio, Igino Corona, Zhi-Min He, Patrick P. K. Chan, Giorgio Giacinto, Daniel S. Yeung, Fabio Roli. 168-180 [doi]
- An Experimental Study on Combining Binarization Techniques and Ensemble Methods of Decision TreesJuan J. Rodríguez, José-Francisco Díez-Pastor, Álvar Arnaiz-González, Cesar García-Osorio. 181-193 [doi]
- Decision Tree-Based Multiple Classifier Systems: An FPGA PerspectiveMario Barbareschi, Salvatore Del Prete, Francesco Gargiulo, Antonino Mazzeo, Carlo Sansone. 194-205 [doi]
- An Empirical Investigation on the Use of Diversity for Creation of Classifier EnsemblesMuhammad A. O. Ahmed, Luca Didaci, Giorgio Fumera, Fabio Roli. 206-219 [doi]
- Bio-Visual Fusion for Person-Independent Recognition of Pain IntensityMarkus Kächele, Philipp Werner, Ayoub Al-Hamadi, Günther Palm, Steffen Walter 0001, Friedhelm Schwenker. 220-230 [doi]