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Blind source separation : theory and applications / / Xianchuan Yu, Dan Hu, Jindong Xu
| Blind source separation : theory and applications / / Xianchuan Yu, Dan Hu, Jindong Xu |
| Autore | Yu Xianchuan |
| Pubbl/distr/stampa | Singapore : , : Wiley, , 2014 |
| Descrizione fisica | 1 online resource (388 p.) |
| Disciplina | 621.382/2 |
| Altri autori (Persone) |
HuDan
XuJindong |
| Soggetto topico | Blind source separation |
| ISBN |
1-118-67987-3
1-118-67985-7 1-118-67986-5 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | PART I. Theory basics of BSS -- Mathematical foundation of blind source separation -- General model and classical algorithm for BSS -- Evaluation criteria for the bss algorithm -- PART II. Independent component analysis -- Independent component analysis -- Fast independent component analysis and its application -- Maximum likelihood independent component analysis and its application -- Overcomplete independent component analysis algorithms and applications -- Kernel independent component analysis -- Non-negative independent component analysis and its application -- Constraint independent component analysis algorithms and applications -- Optimized independent component analysis algorithms and applications -- Supervised learning independent component analysis algorithms and applications -- PART III. Advances and applications of BSS -- Non-negative matrix factorization algorithms and applications -- Sparse component analysis and applications -- Glossary. |
| Record Nr. | UNINA-9910138963903321 |
Yu Xianchuan
|
||
| Singapore : , : Wiley, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Blind source separation : theory and applications / / Xianchuan Yu, Dan Hu, Jindong Xu
| Blind source separation : theory and applications / / Xianchuan Yu, Dan Hu, Jindong Xu |
| Autore | Yu Xianchuan |
| Pubbl/distr/stampa | Singapore : , : Wiley, , 2014 |
| Descrizione fisica | 1 online resource (388 p.) |
| Disciplina | 621.382/2 |
| Altri autori (Persone) |
HuDan
XuJindong |
| Soggetto topico | Blind source separation |
| ISBN |
1-118-67987-3
1-118-67985-7 1-118-67986-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | PART I. Theory basics of BSS -- Mathematical foundation of blind source separation -- General model and classical algorithm for BSS -- Evaluation criteria for the bss algorithm -- PART II. Independent component analysis -- Independent component analysis -- Fast independent component analysis and its application -- Maximum likelihood independent component analysis and its application -- Overcomplete independent component analysis algorithms and applications -- Kernel independent component analysis -- Non-negative independent component analysis and its application -- Constraint independent component analysis algorithms and applications -- Optimized independent component analysis algorithms and applications -- Supervised learning independent component analysis algorithms and applications -- PART III. Advances and applications of BSS -- Non-negative matrix factorization algorithms and applications -- Sparse component analysis and applications -- Glossary. |
| Record Nr. | UNINA-9910807022403321 |
|
Yu Xianchuan
|
||
| Singapore : , : Wiley, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||