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010 a| 2013033014;

020 a| 9781118679869 (Adobe PDF);

020 a| 9781118679876 (ePub);

020 z| 9781118679845 (cloth);

035 a| (WaSeSS)ssj0001107951;

042 a| pcc;

049 a| EREEa| NEHH;

050 00 a| TK5102.9;

082 00 a| 621.382/22| 23;

100 1 a| Yu, Xianchuan.?| UNAUTHORIZED;

245 10 a| Blind source separationh| [electronic resource] :b| theory and applications /c| Xianchuan Yu, Dan Hu, Jindong Xu.;

260 a| Singapore :b| John Wiley & Sons Singapore Pte. Ltd.,c| 2014.;

300 a| 1 online resource.;

504 a| Includes bibliographical references and index.;

505 0 a| 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.;

506 a| Available only to authorized users.;

538 a| Mode of access: World Wide Web;

588 a| Description based on print version record and CIP data provided by publisher.;

650 0 a| Blind source separation.=| ^A1057108;

655 0 a| Electronic books.=| ^A491897;

700 1 a| Hu, Dan,c| Ph.D.?| UNAUTHORIZED;

700 1 a| Xu, Jindong.?| UNAUTHORIZED;

776 08 i| Print version:a| Yu, Xianchuan.t| Blind source separationd| Singapore : John Wiley & Sons Singapore Pte. Ltd., 2014z| 9781118679845w| (DLC) 2013031750;

856 40 z| Full text available from Ebook Central - Academic Completeu| https://ebookcentral.proquest.com/lib/eastcarolina/detail.action?docID=1597380;

949 a| CLICK ON WEB ADDRESSw| ASISh| JOYNER188;

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998 a| 5588611;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 5588611-1001l| JNETm| JOYNERr| Ys| Yt| JNESSBKu| 4/16/2021x| EBOOKz| JERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 5588611-2001l| HSLELECm| HSLr| Ys| Yt| HEBKu| 4/16/2021x| EBOOKz| HERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 5588611-3001l| MNETm| JMUSICr| Ys| Yt| MNESSBKu| 4/16/2021x| EBOOKz| JERESOURCE;

Blind source separation theory and applications / Xianchuan Yu, Dan Hu, Jindong Xu.

Author/creator	Yu, Xianchuan
Other author	Hu, Dan, Ph.D.
Other author	Xu, Jindong.
Format	Electronic
Publication Info	Singapore : John Wiley & Sons Singapore Pte. Ltd., 2014.
Description	1 online resource.
Supplemental Content	Full text available from Ebook Central - Academic Complete
Subjects	Blind source separation.

Contents	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.
Bibliography note	Includes bibliographical references and index.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Source of description	Description based on print version record and CIP data provided by publisher.
Issued in other form	Print version: Yu, Xianchuan. Blind source separation Singapore : John Wiley & Sons Singapore Pte. Ltd., 2014 9781118679845
Genre/form	Electronic books.
LCCN	2013033014
ISBN	9781118679869 (Adobe PDF)
ISBN	9781118679876 (ePub)

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Blind source separation theory and applications / Xianchuan Yu, Dan Hu, Jindong Xu.

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