Visual Knowledge Discovery and Machine Learning
Author:   Boris Kovalerchuk
Publisher:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2018
Volume:   144
ISBN:  

9783319892306


Pages:   317
Publication Date:   04 June 2019
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Our Price $527.97 Quantity:  
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Visual Knowledge Discovery and Machine Learning


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Author:   Boris Kovalerchuk
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2018
Volume:   144
Weight:   0.522kg
ISBN:  

9783319892306


ISBN 10:   3319892304
Pages:   317
Publication Date:   04 June 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
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

Motivation, Problems and Approach.- General Line Coordinates (GLC).- Theoretical and Mathematical Basis of GLC.- Adjustable GLCs for decreasing occlusion and pattern simplification.- GLC Case Studies.- Discovering visual features and shape perception capabilities in GLC.- Interactive Visual Classification, Clustering and Dimension Reduction with   GLC-L.- Knowledge Discovery and Machine Learning for Investment Strategy with CPC.

Reviews

The book is a good suggestion for a data scientist or someone who would like to specialise on GLCs ... it provides a helpful introduction along with a wide variety of case studies that help any scientist to familiarise with this method. (Angeliki Katsenou, Perception, Vol. 47 (12), December, 2018)


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