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Nonnegative matrix factorization / Nicolas Gillis
| Nonnegative matrix factorization / Nicolas Gillis |
| Autore | Gillis, Nicolas |
| Pubbl/distr/stampa | Philadelphia, : SIAM, 2021 |
| Descrizione fisica | xix, 350 p. : ill. ; 26 cm |
| Soggetto topico |
68-XX - Computer science [MSC 2020]
15B48 - Positive matrices and their generalizations; cones of matrices [MSC 2020] 15-XX - Linear and multilinear algebra; matrix theory [MSC 2020] 68T10 - Pattern recognition, speech recognition [MSC 2020] 15A23 - Factorization of matrices [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] 65F55 - Numerical methods for low-rank matrix approximation; matrix compression [MSC 2020] |
| Soggetto non controllato |
Computational complexity
Dictionary learning Gene expression analysis Hyperspectral Imaging Matrix Factorization Non-linear optimization Nonnegative matrix factorization Principal component analysis Recommender systems Singular value decomposition Sparsity audio source separation beta-divergences blind source separation block coordinate descent methods communication complexity extended formulations feature extraction identifiability linear dimensionality reduction low-rank matrix approximations multiplicative updates nested polytope problem nonnegative rank self-modeling curve resolution separability topic modeling |
| ISBN | 978-16-11-97640-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0265397 |
Gillis, Nicolas
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| Philadelphia, : SIAM, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Nonnegative matrix factorization / Nicolas Gillis
| Nonnegative matrix factorization / Nicolas Gillis |
| Autore | Gillis, Nicolas |
| Pubbl/distr/stampa | Philadelphia, : SIAM, 2021 |
| Descrizione fisica | xix, 350 p. : ill. ; 26 cm |
| Soggetto topico |
15-XX - Linear and multilinear algebra; matrix theory [MSC 2020]
15A23 - Factorization of matrices [MSC 2020] 15B48 - Positive matrices and their generalizations; cones of matrices [MSC 2020] 65F55 - Numerical methods for low-rank matrix approximation; matrix compression [MSC 2020] 68-XX - Computer science [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] 68T10 - Pattern recognition, speech recognition [MSC 2020] |
| Soggetto non controllato |
Audio Source Separation
Beta-Divergences Computational complexity Dictionary learning Feature Extraction Gene expression analysis Hyperspectral Imaging Matrix Factorization Non-linear optimization Nonnegative matrix factorization Principal component analysis Recommender systems Singular value decomposition Sparsity Topic modeling blind source separation block coordinate descent methods communication complexity extended formulations identifiability linear dimensionality reduction low-rank matrix approximations multiplicative updates nested polytope problem nonnegative rank self-modeling curve resolution separability |
| ISBN | 978-16-11-97640-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00265397 |
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Gillis, Nicolas
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| Philadelphia, : SIAM, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Numerical Methods : Proceedings of the International Workshop Held at Caracas, June 14-18, 1982 / edited by Victor Pereyra, Alfonso Reinoza
| Numerical Methods : Proceedings of the International Workshop Held at Caracas, June 14-18, 1982 / edited by Victor Pereyra, Alfonso Reinoza |
| Pubbl/distr/stampa | Berlin, : Springer, 1983 |
| Descrizione fisica | viii, 300 p. ; 24 cm |
| Soggetto topico |
65-XX - Numerical analysis [MSC 2020]
00Bxx - Conference proceedings and collections of articles [MSC 2020] |
| Soggetto non controllato |
Developments
Equations Graphs Homotopia Integral equations Integrals Matrices Non-linear optimization Numerical Analysis Numerical Mathematics Numerical methods Programming Sets Stability Supercomputers |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0262994 |
| Berlin, : Springer, 1983 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Numerical Methods : Proceedings of the International Workshop Held at Caracas, June 14-18, 1982 / edited by Victor Pereyra, Alfonso Reinoza
| Numerical Methods : Proceedings of the International Workshop Held at Caracas, June 14-18, 1982 / edited by Victor Pereyra, Alfonso Reinoza |
| Pubbl/distr/stampa | Berlin, : Springer, 1983 |
| Descrizione fisica | viii, 300 p. ; 24 cm |
| Soggetto topico |
00Bxx - Conference proceedings and collections of articles [MSC 2020]
65-XX - Numerical analysis [MSC 2020] |
| Soggetto non controllato |
Development
Equations Graphs Homotopia Integral equations Integrals Matrices Non-linear optimization Numerical Analysis Numerical Mathematics Numerical methods Programming Sets Stability Supercomputers |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00262994 |
| Berlin, : Springer, 1983 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Optimization and Decision Science: Operations Research, Inclusion and Equity : ODS, Florence, Italy, August 30—September 2, 2022 / Paola Cappanera ... [et al.] editors
| Optimization and Decision Science: Operations Research, Inclusion and Equity : ODS, Florence, Italy, August 30—September 2, 2022 / Paola Cappanera ... [et al.] editors |
| Pubbl/distr/stampa | Cham, : Springer, 2023 |
| Descrizione fisica | xiv, 366 p. : ill. ; 24 cm |
| Soggetto non controllato |
Continuous Optimization
Decision making Healthcare applications and service delivery Logistics Machine learning Multiobjective optimization Network and Combinatorial Optimization Non-linear optimization Problem Solving Telecommunications Transportation |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0279568 |
| Cham, : Springer, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Optimization and Decision Science: Operations Research, Inclusion and Equity : ODS, Florence, Italy, August 30—September 2, 2022 / Paola Cappanera ... [et al.] editors
| Optimization and Decision Science: Operations Research, Inclusion and Equity : ODS, Florence, Italy, August 30—September 2, 2022 / Paola Cappanera ... [et al.] editors |
| Pubbl/distr/stampa | Cham, : Springer, 2023 |
| Descrizione fisica | xiv, 366 p. : ill. ; 24 cm |
| Soggetto topico |
00B25 - Proceedings of conferences of miscellaneous specific interest [MSC 2020]
90-XX - Operations research, mathematical programming [MSC 2020] 90Cxx - Mathematical programming [MSC 2020] |
| Soggetto non controllato |
Continuous Optimization
Decision Making Healthcare applications and service delivery Logistics Machine Learning Multiobjective optimization Network and Combinatorial Optimization Non-linear optimization Problem Solving Telecommunications Transportation |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00279568 |
| Cham, : Springer, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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