Multiple Classifier Systems - 10th International Workshop, MCS 2011, Naples, Italy, June 15-17, 2011. Proceedings

This book constitutes the refereed proceedings of the 10th International Workshop on Multiple Classifier Systems, MCS 2011, held in Naples, Italy, in June 2011. The 36 revised papers presented together with two invited papers were carefully reviewed and selected from more than 50 submissions. The contributions are organized into sessions dealing with classifier ensembles; trees and forests; one-class classifiers; multiple kernels; classifier selection; sequential combination; ECOC; diversity; clustering; biometrics; and computer security.

Summary

This book constitutes the refereed proceedings of the 10th International Workshop on Multiple Classifier Systems, MCS 2011, held in Naples, Italy, in June 2011. The 36 revised papers presented together with two invited papers were carefully reviewed and selected from more than 50 submissions. The contributions are organized into sessions dealing with classifier ensembles; trees and forests; one-class classifiers; multiple kernels; classifier selection; sequential combination; ECOC; diversity; clustering; biometrics; and computer security.

Product details

• Assisted by: Jose Kittler (Editor), Josef Kittler (Editor), Fabio Roli (Editor), Carlo Sansone (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 30.01.2013
• EAN: 9783642215568
• ISBN: 978-3-642-21556-8
• No. of pages: 372
• Dimensions: 156 mm x 237 mm x 21 mm
• Weight: 580 g
• Illustrations: XII, 372 p. 84 illus., 48 illus. in color.
• Series: Lecture Notes in Computer Science; Image Processing, Computer Vision, Pattern Recognition, and Graphics; Lecture Notes in Computer Science / Image Processing, Computer Vision, Pattern Recognition, and Grap; Lecture Notes in Computer Science; Image Processing, Computer Vision, Pattern Recognition, and Graphics
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Application software; C, Data Mining, Algorithms, computer science, Database Management, Information Systems Applications (incl. Internet), Information Systems Applications (incl.Internet), Theory of Computation, pattern recognition, database programming, Application software, Data Mining and Knowledge Discovery, Computers, Algorithms & data structures, Automated Pattern Recognition, Internet searching, Algorithm Analysis and Problem Complexity, Expert systems / knowledge-based systems, Databases, Computation by Abstract Devices