10. MCS 2011:
Naples, Italy
Carlo Sansone, Josef Kittler, Fabio Roli (Eds.):
Multiple Classifier Systems - 10th International Workshop, MCS 2011, Naples, Italy, June 15-17, 2011. Proceedings.
Lecture Notes in Computer Science 6713 Springer 2011, ISBN 978-3-642-21556-8
Invited Papers
- Shai Avidan:
Ensemble Methods for Tracking and Segmentation (Abstract).
1

- Nicolò Cesa-Bianchi:
Ensembles and Multiple Classifiers: A Game-Theoretic View.
2-5

Classifier Ensembles I
Classifier Ensembles II
Trees and Forests
One-Class Classifiers
Multiple Kernels
- Wan-Jui Lee, Robert P. W. Duin, Marco Loog:
Generalized Augmentation of Multiple Kernels.
116-125

- Maxim Panov, Alexander Tatarchuk, Vadim Mottl, David Windridge:
A Modified Neutral Point Method for Kernel-Based Fusion of Pattern-Recognition Modalities with Incomplete Data Sets.
126-136

- Muhammad Awais, Fei Yan, Krystian Mikolajczyk, Josef Kittler:
Two-Stage Augmented Kernel Matrix for Object Recognition.
137-146

- Fei Yan, Krystian Mikolajczyk, Josef Kittler:
Multiple Kernel Learning via Distance Metric Learning for Interactive Image Retrieval.
147-156

Classifier Selection
Sequential Combination
ECOC
Diversity
- Moacir P. Ponti Jr., João P. Papa:
Improving Accuracy and Speed of Optimum-Path Forest Classifier Using Combination of Disjoint Training Subsets.
237-248

- Yaxin Bi:
Analyzing the Relationship between Diversity and Evidential Fusion Accuracy.
249-258

Clustering
Biometrics
Computer Security
- Davide Ariu, Giorgio Giacinto:
A Modular Architecture for the Analysis of HTTP Payloads Based on Multiple Classifiers.
330-339

- Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin:
Incremental Boolean Combination of Classifiers.
340-349

- Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli:
Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks.
350-359

- Alberto Dainotti, Antonio Pescapè, Carlo Sansone, Antonio Quintavalle:
Using a Behaviour Knowledge Space Approach for Detecting Unknown IP Traffic Flows.
360-369

Last update Sat May 25 10:29:04 2013
CET by the DBLP Team —
Data released under the ODC-BY 1.0 license — See also our legal information page