Elements of Dimensionality Reduction and Manifold Learning - Hardcover
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Availability:In StockContributor:Benyamin Ghojogh, Mark Crowley, Fakhri KarrayPublish date:2023-02-03Pages:606
Language:EnglishPublisher:SpringerISBN-13:9783031106019ISBN-10:3031106016UPC:9783031106019Book Category:ComputersBook Subcategory:Artificial IntelligenceSize:9.21 x 6.14 x 1.38 inchesWeight:2.3413Product ID:SCYBNQKYYX
Elements of Dimensionality Reduction and Manifold Learning
Dimensionality reduction, also known as manifold learning, is an area of machine learning used for extracting informative features from data for better representation of data or separation between classes. This book presents a cohesive review of linear and nonlinear dimensionality reduction and manifold learning. Three main aspects of dimensionality reduction are covered: spectral dimensionality...
Language:EnglishPublisher:SpringerISBN-13:9783031106019ISBN-10:3031106016UPC:9783031106019Book Category:ComputersBook Subcategory:Artificial IntelligenceSize:9.21 x 6.14 x 1.38 inchesWeight:2.3413Product ID:SCYBNQKYYX
Benyamin Ghojogh:
Benyamin Ghojogh received the B.Sc. degree in electrical engineering from the Amirkabir University of Technology, Tehran, Iran, in 2015, the M.Sc. degree in electrical engineering from the Sharif University of Technology, Tehran, Iran, in 2017, and the Ph.D. in electrical and computer engineering (in the area of pattern analysis and machine intelligence) from the University of...
Publisher: Springer
Edition
2023 Edition
Contributor(s)
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