TY - BOOK AU - Yu,Xianchuan AU - Hu,Dan AU - Xu,Jindong TI - Blind source separation: theory and applications SN - 9781118679845 PY - 2014/// CY - Singapore PB - John Wiley & Sons Singapore Pte. Ltd. KW - Blind source separation N1 - 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 ER -