Nonlinear Dimensionality Reduction Techniques : A Data Structure Preservation Approach
2021 ed.
Book Details
Format
Hardback or Cased Book
ISBN-10
3030810259
ISBN-13
9783030810252
Edition
2021 ed.
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Dec 3rd, 2021
Print length
247 Pages
Ksh 19,800.00
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This book proposes tools for analysis of multidimensional and metric data, by establishing a state-of-the-art of the existing solutions and developing new ones. This book reviews existing techniques for visual data exploration and dimensionality reduction such as tSNE and Isomap, and proposes new solutions to challenges in that field.
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