Research Catalog

Title

Multiple classifier systems : third international workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002 proceedings / Fabio Roli, Josef Kittler (eds.).

Author

MCS (Workshop) (3rd : 2002 : Cagliari, Italy)

Publication

New York : Springer, 2002.

Items in the Library & Off-site

Details

Additional Authors

• Roli, Fabio, 1962-
• Kittler, Josef, 1946-

Description

xi, 335 pages : illustrations; 24 cm.

Series Statement

Lecture notes in computer science ; 2364

Uniform Title

Lecture notes in computer science ; 2364.

Subjects

• Neural networks (Computer science) > Congresses
• Pattern perception > Congresses
• Machine learning > Congresses

Note

• Proceedings of the Third International Workshop on Multiple Classifier Systems (MCS 2002), held at Grand Hotel Chia Laguna, Cagliari, Italy, June 24-26, 2002.

Bibliography (note)

• Includes bibliographical references and index.

Contents

Multiclassifier Systems: Back to the Future / J. Ghosh -- Support Vector Machines, Kernel Logistic Regression and Boosting / J. Zhu and T. Hastie -- Multiple Classification Systems in the Context of Feature Extraction and Selection / S. Raudys -- Boosted Tree Ensembles for Solving Multiclass Problems / T. Windeatt and G. Ardeshir -- Distributed Pasting of Small Votes / N. V. Chawla, L. O. Hall, K. W. Bowyer, T. E. Moore, Jr. and W. P. Kegelmeyer -- Bagging and Boosting for the Nearest Mean Classifier: Effects of Sample Size on Diversity and Accuracy / M. Skurichina, L. I. Kuncheva and R. P. W. Duin -- Highlighting Hard Patterns via Adaboost Weights Evolution / B. Caprile, C. Furlanello and S. Merler -- Using Diversity with Three Variants of Boosting: Aggressive, Conservative, and Inverse / L. I. Kuncheva and C. J. Whitaker -- Multistage Neural Network Ensembles / S. Yang, A. Browne and P. D. Picton -- Forward and Backward Selection in Regression Hybrid Network / S. Cohen and N. Intrator -- Types of Multinet System / A. J. C. Sharkey -- Discriminant Analysis and Factorial Multiple Splits in Recursive Partitioning for Data Mining / F. Mola and R. Siciliano -- New Measure of Classifier Dependency in Multiple Classifier Systems / D. Ruta and B. Gabrys -- A Discussion on the Classifier Projection Space for Classifier Combining / E. Pekalska, R. P. W. Duin and M. Skurichina -- On the General Application of the Tomographic Classifier Fusion Methodology / D. Windridge and J. Kittler -- Post-processing of Classifier Outputs in Multiple Classifier Systems / H. Attincay and M. Demirekler -- Trainable Multiple Classifier Schemes for Handwritten Character Recognition / K. Sirlantzis, S. Hoque and M. C. Fairhurst -- Generating Classifiers Ensembles from Multiple Prototypes and Its Application to Handwriting Recognition / S. Gunter and H. Bunke -- Adaptive Feature Spaces for Land Cover Classification with Limited Ground Truth / J. T. Morgan, A. Henneguelle, M. M. Crawford, J. Ghosh and A. Neuenschwander -- Stacking with Multi-response Model Trees / S. Dzeroski and B. Zenko -- On Combining One-Class Classifiers for Image Database Retrieval / C. Lai, D. M. J. Tax, R. P. W. Duin, E. Pekalska and P. Paclik -- Bias-Variance Analysis and Ensembles of SVM / G. Valentini and T. G. Dietterich -- An Experimental Comparison of Fixed and Trained Rules for Crisp Classifiers Outputs / F. Roli, S. Raudys and G. L. Marcialis -- Reduction of the Boasting Bias of Linear Experts / A. Janeliunas and S. Raudys -- Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers / F. Roli and G. Fumera -- Boosting and Classification of Electronic Nose Data / F. Masulli, M. Pardo, G. Sberveglieri and G. Valentini -- Content-Based Classification of Digital Photos / R. Schettini, C. Brambilla and C. Cusano -- Classifier Combination for In Vivo Magnetic Resonance Spectra of Brain Tumours / J. Minguillon, A. R. Tate, C. Arus and J. R. Griffiths -- Combining Classifiers of Pesticides Toxicity through a Neuro-fuzzy Approach / E. Benfenati, P. Mazzatorta, D. Neagu and G. Gini -- A Multi-expert System for Movie Segmentation / L. P. Cordella, M. De Santo, G. Percannella, C. Sansone and M. Vento -- Decision Level Fusion of Intramodal Personal Identity Verification Experts / J. Kittler, M. Ballette, J. Czyz, F. Roli and L. Vanderdorpe -- An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems / F. Roli, J. Kittler, G. Fumera and D. Muntoni.

ISBN

3540438181 (sc : alk. paper)

LCCN

2002075486

OCLC

• 50270631
• ocm50270631
• SCSB-4288662

Owning Institutions

Columbia University Libraries