Robust Representation for Data Analytics: Models and Applications
Author:   Sheng Li ,  Yun Fu
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2017
ISBN:  

9783319601755


Pages:   224
Publication Date:   29 August 2017
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Robust Representation for Data Analytics: Models and Applications


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Author:   Sheng Li ,  Yun Fu
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2017
Weight:   5.221kg
ISBN:  

9783319601755


ISBN 10:   331960175
Pages:   224
Publication Date:   29 August 2017
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- Fundamentals of Robust Representations.- Part 1: Robust Representation Models.- Robust Graph Construction.- Robust Subspace Learning.- Robust Multi-View Subspace Learning.- Part 11: Applications.- Robust Representations for Collaborative Filtering.- Robust Representations for Response Prediction.- Robust Representations for Outlier Detection.-  Robust Representations for Person Re-Identification.- Robust Representations for Community Detection.-  Index.

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