Advances in Nonnegative Matrix and Tensor Factorization

Advances in Nonnegative Matrix and Tensor Factorization

Andrzej Cichocki , Morten Mørup , Paris Smaragdis
هنوز رتبه‌بندی نشده است
2008 · انگلیسی · جلد نرم
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توضیحات

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.

جزئیات کتاب

فرمت جلد نرم
صفحات 120 صفحه
زبان انگلیسی
منتشر شده مه 15, 2008
ناشر Hindawi Publishing Corp US SR
ISBN-10 977454045X
ISBN-13 9789774540455
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