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Hardcover Multiple Instance Learning: Foundations and Algorithms Book
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ISBN: 3319477587

ISBN13: 9783319477589

Multiple Instance Learning: Foundations and Algorithms

by , , , et al.
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Format: Hardcover

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Book Overview

This book provides a general overview of multiple instance learning (MIL), defining the framework and covering the central paradigms. The authors discuss the most important algorithms for MIL such as classification, regression and clustering. With a focus on classification, a taxonomy is set and the most relevant proposals are specified. Efficient algorithms are developed to discover relevant information when working with uncertainty. Key representative...

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Computers Computers & Technology

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