Multiple Classifier Systems

Jón Atli Benediktsson

ISBN 10: 3642023258 / ISBN 13: 9783642023255

Editore: Springer Berlin Heidelberg, Springer Berlin Heidelberg Jun 2009, 2009

Riguardo questo articolo

Neuware -These proceedings are a record of the Multiple Classi er Systems Workshop, MCS 2009, held at the University of Iceland, Reykjavik, Iceland in June 2009. Being the eighth in a well-established series of meetings providing an inter- tional forum for the discussion of issues in multiple classi er system design, the workshop achieved its objective of bringing together researchers from diverse communities (neural networks,pattern recognition,machine learning and stat- tics) concerned with this research topic. From more than 70 submissions, the Program Committee selected 54 papers to create an interesting scienti c program. The special focus of MCS 2009 was on the application of multiple classi er systems in remote sensing. This part- ular application uses multiple classi ers for raw data fusion, feature level fusion and decision level fusion. In addition to the excellent regular submission in the technical program, outstanding contributions were made by invited speakers Melba Crawford from Purdue University and Zhi-Hua Zhou of Nanjing Univ- sity. Papers of these talks are included in these workshop proceedings. With the workshop¿sapplicationfocusbeingonremotesensing,Prof.Crawford¿sexpertise in the use of multiple classi cation systems in this context made the discussions on this topic at MCS 2009 particularly fruitful.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 556 pp. Englisch.

Codice articolo 9783642023255

Dati bibliografici

• Titolo: Multiple Classifier Systems
• Editore: Springer Berlin Heidelberg, Springer Berlin Heidelberg Jun 2009
• Data di pubblicazione: 2009
• Lingua: Inglese
• ISBN 10: 3642023258
• ISBN 13: 9783642023255
• Rilegatura: Taschenbuch
• Condizione: Neu

Descrizione articolo

Riassunto

This book constitutes the refereed proceedings of the 8th International Workshop on Multiple Classifier Systems, MCS 2009, held in Reykjavik, Iceland in June 2009.

Dalla quarta di copertina

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.