Multiple classifier systems : 8th international workshop, MCS 2009, Reykjavik, Iceland, June 10-12, 2009 ; proceedings / Jón Atli Benediktsson, Josef Kittler, Fabio Roli (eds.).
This book constitutes the refereed proceedings of the 8th International Workshop on Multiple Classifier Systems, MCS 2009, held in Reykjavik, Iceland, in June 2009. The 52 revised full papers presented together with 2 invited papers were carefully reviewed and selected from more than 70 initial subm...
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| Main Authors: | , |
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| Format: | Ebook |
| Language: | English |
| Published: |
Berlin ; New York :
Springer,
2009.
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| Series: | Lecture notes in computer science ;
5519. LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics. |
| Subjects: | |
| Online Access: | Springer eBooks |
| Summary: | This book constitutes the refereed proceedings of the 8th International Workshop on Multiple Classifier Systems, MCS 2009, held in Reykjavik, Iceland, in June 2009. The 52 revised full papers presented together with 2 invited papers were carefully reviewed and selected from more than 70 initial submissions. The papers are organized in topical sections on ECOC boosting and bagging, MCS in remote sensing, unbalanced data and decision templates, stacked generalization and active learning, concept drift, missing values and random forest, SVM ensembles, fusion of graphics, concepts and categorical data, clustering, and finally theory, methods and applications of MCS. |
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| Physical Description: | 1 online resource (xi, 540 pages) : illustrations. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 3642023258 9783642023255 3642023274 9783642023279 128263495X 9781282634954 3642023266 9783642023262 |
| ISSN: | 0302-9743 ; |