Yu, Xianchuan, <br/><br/>
Blind source separation :  theory and applications / 
spine title :  Blind source separation. 
Xianchuan Yu [and two others]. 
 - xix, 366 pages :  illustrations, maps ;  26 cm. 
<br/><br/>Includes bibliographical references and index. 
<br/><br/>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. 
<br/><br/><label>ISBN: </label>9781118679845  RM638.55 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Blind source separation.