Opis
A comprehensive exploration of state-of-the-art techniques in nonnegative matrix and tensor factorization is presented through this insightful work. The authors delve into both the theoretical foundations and practical applications of these innovative methods, highlighting their relevance in various fields such as signal processing, data mining, and machine learning.
Through a blend of rigorous analysis and accessible explanations, readers are guided through complex concepts without losing engagement. This book serves as an essential resource for researchers and practitioners alike, aiming to push the boundaries of what nonnegative factorization can achieve in handling large-scale data and complex systems.
Through a blend of rigorous analysis and accessible explanations, readers are guided through complex concepts without losing engagement. This book serves as an essential resource for researchers and practitioners alike, aiming to push the boundaries of what nonnegative factorization can achieve in handling large-scale data and complex systems.
Szczegóły książki
Format
Miękka okładka
Strony
120 stron
Język
Angielski
Opublikowany
maj 15, 2008
Wydawca
Hindawi Publishing Corp US SR
ISBN-10
977454045X
ISBN-13
9789774540455