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12. MCS 2015: Günzburg, Germany
- Friedhelm Schwenker, Fabio Roli
, Josef Kittler:
Multiple Classifier Systems - 12th International Workshop, MCS 2015, Günzburg, Germany, June 29 - July 1, 2015, Proceedings. Lecture Notes in Computer Science 9132, Springer 2015, ISBN 978-3-319-20247-1
Theory and Algorithms
- Chun-Xia Zhang, Jiang-She Zhang, Guan-Wei Wang:
A Novel Bagging Ensemble Approach for Variable Ranking and Selection for Linear Regression Models. 3-14 - Peter N. Robinson, Marco Frasca
A Hierarchical Ensemble Method for DAG-Structured Taxonomies. 15-26 - Ayako Mikami, Mineichi Kudo
Diversity Measures and Margin Criteria in Multi-class Majority Vote Ensemble. 27-37 - Firat Ismailoglu, Ida G. Sprinkhuizen-Kuyper, Evgueni N. Smirnov, Sergio Escalera
Fractional Programming Weighted Decoding for Error-Correcting Output Codes. 38-50 - Firat Ismailoglu, Evgueni N. Smirnov, Nikolay Y. Nikolaev, Ralf Peeters
Instance-Based Decompositions of Error Correcting Output Codes. 51-63 - Fábio Pinto, Carlos Soares
Pruning Bagging Ensembles with Metalearning. 64-75 - Nan Li, Yuan Jiang, Zhi-Hua Zhou:
Multi-label Selective Ensemble. 76-88 - Olga Krasotkina, Oleg Seredin
Supervised Selective Combination of Diverse Object-Representation Modalities for Regression Estimation. 89-99 - Raphael Lattke, Ludwig Lausser, Christoph Müssel, Hans A. Kestler
Detecting Ordinal Class Structures. 100-111 - Nikolaos Nikolaou
Calibrating AdaBoost for Asymmetric Learning. 112-124 - Kaspar Riesen
Building Classifier Ensembles Using Greedy Graph Edit Distance. 125-134 - Sarah Nogueira, Gavin Brown
Measuring the Stability of Feature Selection with Applications to Ensemble Methods. 135-146 - Kaspar Riesen
Suboptimal Graph Edit Distance Based on Sorted Local Assignments. 147-156
Application and Evaluation
- Hao-Zhi Hong, Jen-Ing G. Hwang:
Multimodal PLSA for Movie Genre Classification. 159-167 - Battista Biggio
One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time. 168-180 - Juan José Rodríguez Diez
An Experimental Study on Combining Binarization Techniques and Ensemble Methods of Decision Trees. 181-193 - Mario Barbareschi
Decision Tree-Based Multiple Classifier Systems: An FPGA Perspective. 194-205 - Muhammad Atta Othman Ahmed
An Empirical Investigation on the Use of Diversity for Creation of Classifier Ensembles. 206-219 - Markus Kächele, Philipp Werner, Ayoub Al-Hamadi, Günther Palm, Steffen Walter, Friedhelm Schwenker:
Bio-Visual Fusion for Person-Independent Recognition of Pain Intensity. 220-230
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