Lie Group Machine Learning by Li Zhang, Fanzhang Li, Zhao Zhang (Hardcover, 2018)

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About this product

Product Information

This book explains deep learning concepts and derives semi-supervised learning and nuclear learning frameworks based on cognition mechanism and Lie group theory. Lie group machine learning is a theoretical basis for brain intelligence, Neuromorphic learning (NL), advanced machine learning, and advanced artifi cial intelligence. The book further discusses algorithms and applications in tensor learning, spectrum estimation learning, Finsler geometry learning, Homology boundary learning, and prototype theory. With abundant case studies, this book can be used as a reference book for senior college students and graduate students as well as college teachers and scientific and technical personnel involved in computer science, artifi cial intelligence, machine learning, automation, mathematics, management science, cognitive science, financial management, and data analysis. In addition, this text can be used as the basis for teaching the principles of machine learning. Li Fanzhang is professor at the Soochow University, China. He is director of network security engineering laboratory in Jiangsu Province and is also the director of the Soochow Institute of industrial large data. He published more than 200 papers, 7 academic monographs, and 4 textbooks. Zhang Li is professor at the School of Computer Science and Technology of the Soochow University. She published more than 100 papers in journals and conferences, and holds 23 patents. Zhang Zhao is currently an associate professor at the School of Computer Science and Technology of the Soochow University. He has authored and co-authored more than 60 technical papers.

Product Identifiers

PublisherDe Gruyter
ISBN-139783110500684
eBay Product ID (ePID)25046506028

Product Key Features

Number of Pages533 Pages
LanguageEnglish
Publication NameLie Group Machine Learning
Publication Year2018
SubjectComputer Science, Mathematics
TypeTextbook
AuthorLi Zhang, Fanzhang Li, Zhao Zhang
FormatHardcover

Dimensions

Item Height240 mm
Item Weight1120 g
Item Width170 mm

Additional Product Features

Country/Region of ManufactureGermany
Title_AuthorLi Zhang, Fanzhang Li, Zhao Zhang

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