Blind source separation : theory and applications / Xianchuan Yu [and two others].
Publisher: Singapore : John Wiley & Sons Singapore Pte. Ltd., 2014Publisher: ©2014Description: xix, 366 pages : illustrations, maps ; 26 cmContent type:- text
- unmediated
- volume
- 9781118679845
- spine title : Blind source separation
| Item type | Current library | Home library | Collection | Call number | Materials specified | Copy number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|---|---|---|---|
| AM | PERPUSTAKAAN LINGKUNGAN KEDUA | PERPUSTAKAAN LINGKUNGAN KEDUA KOLEKSI AM-P. LINGKUNGAN KEDUA | - | TK5102.9.Y895 3 (Browse shelf(Opens below)) | 1 | Available | 00002192438 |
Includes bibliographical references and index.
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.
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