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Paperback Matrix and Tensor Factorization Techniques for Recommender Systems Book

ISBN: 3319413562

ISBN13: 9783319413563

Matrix and Tensor Factorization Techniques for Recommender Systems

Part I Matrix Factorization Techniques.- 1. Introduction.- 2. Related Work on Matrix Factorization.- 3. Performing SVD on matrices and its Extensions.- 4. Experimental Evaluation on Matrix Decomposition Methods.- Part II Tensor Factorization Techniques.- 5. Related Work on Tensor Factorization.- 6. HOSVD on Tensors and its Extensions.- 7. Experimental Evaluation on Tensor Decomposition Methods.- 8 Conclusions and Future Work.

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