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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 |
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 Topic modeling 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 |
| 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 | ||
| ||
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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