5. MCS 2004:
Cagliari,
Italy
Fabio Roli, Josef Kittler, Terry Windeatt (Eds.):
Multiple Classifier Systems, 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, Proceedings.
Lecture Notes in Computer Science 3077 Springer 2004, ISBN 3-540-22144-1 BibTeX
Invited Papers
Bagging and Boosting
- Nikunj C. Oza:
AveBoost2: Boosting for Noisy Data.
31-40
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- Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Bagging Decision Multi-trees.
41-51
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- Michael Muhlbaier, Apostolos Topalis, Robi Polikar:
Learn++.MT: A New Approach to Incremental Learning.
52-61
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- Elizabeth Tapia, José Carlos González, Alexander Hütermann, L. Javier García-Villalba:
Beyond Boosting: Recursive ECOC Learning Machines.
62-71
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- Bruno Caprile, Stefano Merler, Cesare Furlanello, Giuseppe Jurman:
Exact Bagging with k-Nearest Neighbour Classifiers.
72-81
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Combination Methods
- Marco Saerens, François Fouss:
Yet Another Method for Combining Classifiers Outputs: A Maximum Entropy Approach.
82-91
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- Piotr Juszczak, Robert P. W. Duin:
Combining One-Class Classifiers to Classify Missing Data.
92-101
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- Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz:
Combining Kernel Information for Support Vector Classification.
102-111
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- Hee-Joong Kang:
Combining Classifiers Using Dependency-Based Product Approximation with Bayes Error Rate.
112-121
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- Elzbieta Pekalska, Marina Skurichina, Robert P. W. Duin:
Combining Dissimilarity-Based One-Class Classifiers.
122-133
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- Lei Chen, Mohamed Kamel, Ju Jiang:
A Modular System for the Classification of Time Series Data.
134-143
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- Hanan Ayad, Otman A. Basir, Mohamed Kamel:
A Probabilistic Model Using Information Theoretic Measures for Cluster Ensembles.
144-153
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- Piero P. Bonissone, Kai Goebel, Weizhong Yan:
Classifier Fusion Using Triangular Norms.
154-163
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- Niall Rooney, David W. Patterson, Sarab S. Anand, Alexey Tsymbal:
Dynamic Integration of Regression Models.
164-173
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- Luca Didaci, Giorgio Giacinto:
Dynamic Classifier Selection by Adaptive k-Nearest-Neighbourhood Rule.
174-183
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Design Methods
- Terry Windeatt:
Spectral Measure for Multi-class Problems.
184-193
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- David Windridge, Robin Patenall, Josef Kittler:
The Relationship between Classifier Factorisation and Performance in Stochastic Vector Quantisation.
194-203
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- Claudio Marrocco, Francesco Tortorella:
A Method for Designing Cost-Sensitive ECOC.
204-213
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- Adam Schenker, Horst Bunke, Mark Last, Abraham Kandel:
Building Graph-Based Classifier Ensembles by Random Node Selection.
214-222
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- Robert E. Banfield, Lawrence O. Hall, Kevin W. Bowyer, Divya Bhadoria, W. Philip Kegelmeyer, Steven Eschrich:
A Comparison of Ensemble Creation Techniques.
223-232
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- Sarunas Raudys, Masakazu Iwamura:
Multiple Classifiers System for Reducing Influences of Atypical Observations.
233-242
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- Rozita A. Dara, Mohamed S. Kamel:
Sharing Training Patterns among Multiple Classifiers.
243-252
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Performance Analysis
Applications
- David Windridge, Richard Bowden:
Induced Decision Fusion in Automated Sign Language Interpretation: Using ICA to Isolate the Underlying Components of Sign.
303-313
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- Simon Günter, Horst Bunke:
Ensembles of Classifiers Derived from Multiple Prototypes and Their Application to Handwriting Recognition.
314-323
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- Luigi P. Cordella, Alessandro Limongiello, Carlo Sansone:
Network Intrusion Detection by a Multi-stage Classification System.
324-333
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- Vladimir Svetnik, Andy Liaw, Christopher Tong, Ting Wang:
Application of Breiman's Random Forest to Modeling Structure-Activity Relationships of Pharmaceutical Molecules.
334-343
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- Xiaogang Wang, Xiaoou Tang:
Experimental Study on Multiple LDA Classifier Combination for High Dimensional Data Classification.
344-353
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- Josef Kittler, Mohammad Sadeghi:
Physics-Based Decorrelation of Image Data for Decision Level Fusion in Face Verification.
354-363
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- Gian Luca Marcialis, Fabio Roli:
High Security Fingerprint Verification by Perceptron-Based Fusion of Multiple Matchers.
364-373
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- Fuad Rahman, Yuliya Tarnikova, Aman Kumar, Hassan Alam:
Second Guessing a Commercial 'Black Box' Classifier by an 'In House' Classifier: Serial Classifier Combination in a Speech Recognition Application.
374-383
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Copyright © Sat May 16 23:29:21 2009
by Michael Ley (ley@uni-trier.de)
