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Matrix and Tensor Factorization Techniques for Recommender Systems
Paperback
Series: Springerbriefs in Computer Science
General ComputersSystem Administration
ISBN13: 9783319413563
Publisher: Springer Nature
Published: Feb 6 2017
Pages: 102
Weight: 0.36
Height: 0.23 Width: 6.14 Depth: 9.21
Language: English
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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