LIBROS DEL AUTOR: andreas zioupos

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  • Matrix and Tensor Factorization Techniques for Recommender Systems
    Andreas Zioupos / Panagiotis Symeonidis
    This book presents the algorithms used to provide recommendations by exploiting matrix factorization and tensor decomposition techniques. It highlights well-known decomposition methods for recommender systems, such as Singular Value Decomposition (SVD), UV-decomposition, Non-negative Matrix Factorization (NMF), etc. and describes in detail the pros and cons of each method for m...
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