


default search action
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
, Sebastian Köhler
, Marco Notaro
, Matteo Re
, Giorgio Valentini
:
A Hierarchical Ensemble Method for DAG-Structured Taxonomies. 15-26 - Ayako Mikami, Mineichi Kudo
, Atsuyoshi Nakamura
:
Diversity Measures and Margin Criteria in Multi-class Majority Vote Ensemble. 27-37 - Firat Ismailoglu, Ida G. Sprinkhuizen-Kuyper, Evgueni N. Smirnov, Sergio Escalera
, Ralf Peeters
:
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
, João Mendes-Moreira
:
Pruning Bagging Ensembles with Metalearning. 64-75 - Nan Li, Yuan Jiang, Zhi-Hua Zhou:
Multi-label Selective Ensemble. 76-88 - Olga Krasotkina, Oleg Seredin
, Vadim Mottl:
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
, Gavin Brown
:
Calibrating AdaBoost for Asymmetric Learning. 112-124 - Kaspar Riesen
, Miquel Ferrer, Andreas Fischer:
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
, Miquel Ferrer, Horst Bunke:
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
, Igino Corona
, Zhi-Min He, Patrick P. K. Chan, Giorgio Giacinto
, Daniel S. Yeung, Fabio Roli
:
One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time. 168-180 - Juan José Rodríguez Diez
, José-Francisco Díez-Pastor, Álvar Arnaiz-González
, César Ignacio García-Osorio
:
An Experimental Study on Combining Binarization Techniques and Ensemble Methods of Decision Trees. 181-193 - Mario Barbareschi
, Salvatore Del Prete
, Francesco Gargiulo
, Antonino Mazzeo
, Carlo Sansone
:
Decision Tree-Based Multiple Classifier Systems: An FPGA Perspective. 194-205 - Muhammad Atta Othman Ahmed
, Luca Didaci
, Giorgio Fumera, Fabio Roli
:
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

manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.