3. MCS 2002:
Cagliari,
Italy
Fabio Roli, Josef Kittler (Eds.):
Multiple Classifier Systems, Third International Workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002, Proceedings.
Lecture Notes in Computer Science 2364 Springer 2002, ISBN 3-540-43818-1 BibTeX
@proceedings{DBLP:conf/mcs/2002,
editor = {Fabio Roli and
Josef Kittler},
title = {Multiple Classifier Systems, Third International Workshop, MCS
2002, Cagliari, Italy, June 24-26, 2002, Proceedings},
booktitle = {Multiple Classifier Systems},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {2364},
year = {2002},
isbn = {3-540-43818-1},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
Invited Papers
Bagging and Boosting
- Terry Windeatt, Gholamreza Ardeshir:
Boosted Tree Ensembles for Solving Multiclass Problems.
42-51
Electronic Edition (Springer LINK) BibTeX
- Nitesh V. Chawla, Lawrence O. Hall, Kevin W. Bowyer, Thomas E. Moore, W. Philip Kegelmeyer:
Distributed Pasting of Small Votes.
52-61
Electronic Edition (Springer LINK) BibTeX
- Marina Skurichina, Ludmila Kuncheva, Robert P. W. Duin:
Bagging and Boosting for the Nearest Mean Classifier: Effects of Sample Size on Diversity and Accuracy.
62-71
Electronic Edition (Springer LINK) BibTeX
- Bruno Caprile, Cesare Furlanello, Stefano Merler:
Highlighting Hard Patterns via AdaBoost Weights Evolution.
72-80
Electronic Edition (Springer LINK) BibTeX
- Ludmila I. Kuncheva, Christopher J. Whitaker:
Using Diversity with Three Variants of Boosting: Aggressive, Conservative, and Inverse.
81-90
Electronic Edition (Springer LINK) BibTeX
Ensemble Learning and Neural Networks
Design Methodologies
Combination Strategies
- Konstantinos Sirlantzis, Sanaul Hoque, Michael C. Fairhurst:
Trainable Multiple Classifier Schemes for Handwritten Character Recognition.
169-178
Electronic Edition (Springer LINK) BibTeX
- Simon Günter, Horst Bunke:
Generating Classifier Ensembles from Multiple Prototypes and Its Application to Handwriting Recognition.
179-188
Electronic Edition (Springer LINK) BibTeX
- Joseph T. Morgan, Alex Henneguelle, Melba M. Crawford, Joydeep Ghosh, Amy Neuenschwander:
Adaptive Feature Spaces for Land Cover Classification with Limited Ground Truth Data.
189-200
Electronic Edition (Springer LINK) BibTeX
- Saso Dzeroski, Bernard Zenko:
Stacking with Multi-response Model Trees.
201-211
Electronic Edition (Springer LINK) BibTeX
- Carmen Lai, David M. J. Tax, Robert P. W. Duin, Elzbieta Pekalska, Pavel Paclík:
On Combining One-Class Classifiers for Image Database Retrieval.
212-221
Electronic Edition (Springer LINK) BibTeX
Analysis and Performance Evaluation
Applications
- Francesco Masulli, Matteo Pardo, Giorgio Sberveglieri, Giorgio Valentini:
Boosting and Classification of Electronic Nose Data.
262-271
Electronic Edition (Springer LINK) BibTeX
- Raimondo Schettini, Carla Brambilla, Claudio Cusano:
Content-Based Classification of Digital Photos.
272-281
Electronic Edition (Springer LINK) BibTeX
- Julià Minguillón, Anne Rosemary Tate, Carles Arús, John R. Griffiths:
Classifier Combination for In Vivo Magnetic Resonance Spectra of Brain Tumours.
282-292
Electronic Edition (Springer LINK) BibTeX
- Emilio Benfenati, Paolo Mazzatorta, Daniel Neagu, Giuseppina C. Gini:
Combining Classifiers of Pesticides Toxicity through a Neuro-fuzzy Approach.
293-303
Electronic Edition (Springer LINK) BibTeX
- Luigi P. Cordella, Massimo De Santo, Gennaro Percannella, Carlo Sansone, Mario Vento:
A Multi-expert System for Movie Segmentation.
304-313
Electronic Edition (Springer LINK) BibTeX
- Josef Kittler, Marco Ballette, Jacek Czyz, Fabio Roli, Luc Vandendorpe:
Decision Level Fusion of Intramodal Personal Identity Verification Experts.
314-324
Electronic Edition (Springer LINK) BibTeX
- Fabio Roli, Josef Kittler, Giorgio Fumera, Daniele Muntoni:
An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems.
325-336
Electronic Edition (Springer LINK) BibTeX
Copyright © Sat May 16 23:29:21 2009
by Michael Ley (ley@uni-trier.de)
