Analytic Learning Methods for Pattern Recognition

Language: English

Published by Springer Nature Singapore Jul 2025, 2025

981962150X / 9789819621507

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This textbook is a consolidation of learning methods which comes in an analytic form. The covered learning methods include classical and advanced solutions to problems of regression, minimum classification error, maximum receiver operating characteristics, bridge regression, ensemble learning and network learning. Both the primal and dual solution forms are discussed for over-and under-determined systems. Such coverage provides an important perspective for handling systems with overwhelming samples or systems with overwhelming parameters. For goal driven classification, the solutions to minimum classification-error, maximum receiver operating characteristics, bridge regression, and ensemble learning represent recent advancements in the literature.In this book, the exercises offer instructors and students practical experience with real-world applications. 387 pp. Englisch.

Seller Inventory # 9789819621507

Title
Analytic Learning Methods for Pattern Recognition
Author
Kar-Ann Toh
Publisher
Springer Nature Singapore Jul 2025
Publication year
2025
Condition
Neu
Binding
Buch
Language
English
ISBN 10
981962150X
ISBN 13
9789819621507
Dimensions
235x155x35 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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BuchWeltWeit Ludwig Meier e.K.

Germany