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010 a| 2012276295;

020 a| 9781439806159;

020 a| 1439806152;

035 a| (WaSeSS)ssj0001175466;

042 a| lccopycat;

049 a| EREEa| NEHH;

050 00 a| TA347.D5b| S76 2014;

082 a| 006.3/12| 23;

100 1 a| Sun, Liang,d| 1981-?| UNAUTHORIZED;

245 10 a| Multi-label dimensionality reductionh| [electronic resource] /c| Liang Sun, Shuiwang Ji, and Jieping Ye.;

260 a| Boca Raton :b| CRC Press,c| [2014];

300 a| xii, 194 pages :b| illustrations ;c| 24 cm.;

490 1 a| Chapman & Hall/CRC machine learning & pattern recognition series;

504 a| Includes bibliographical references (pages 167-189) and index.;

505 0 a| 1. Introduction -- 2. Partial least squares -- 3. Canonical correlation analysis -- 4. Hypergraph spectral learning -- 5. A scalable two-stage approach for dimensionality reduction -- 6. A shared-subspace learning framework -- 7. Joint dimensionality reduction and classification -- 8. Nonlinear dimensionality reduction: algorithms and applications -- Appendix proofs.;

506 a| Available only to authorized users.;

538 a| Mode of access: World Wide Web;

650 0 a| Dimension reduction (Statistics)=| ^A1260589;

650 0 a| Machine learning.=| ^A145211;

650 0 a| Canonical correlation (Statistics)=| ^A106138;

650 0 a| Algorithms.=| ^A17554;

650 0 a| Data mining.=| ^A408868;

650 0 a| Least squares.=| ^A16174;

650 0 a| Optical pattern recognition.=| ^A46474;

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

700 1 a| Ji, Shuiwang,d| 1977-?| UNAUTHORIZED;

700 1 a| Ye, Jieping.?| UNAUTHORIZED;

830 0 a| Chapman & Hall/CRC machine learning & pattern recognition series.=| ^A1388126;

856 40 z| Full text available from Ebook Central - Academic Completeu| https://ebookcentral.proquest.com/lib/eastcarolina/detail.action?docID=1433364;

947 a| (OCoLC)ocn876607536;

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

949 a| CLICK ON WEB ADDRESSw| ASISh| HSL77;

949 a| CLICK ON WEB ADDRESSw| ASISh| JMUSIC60;

596 a| 1 3 4;

998 a| 5195715;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 5195715-1001l| JNETm| JOYNERr| Ys| Yt| JNESSBKu| 11/1/2019x| EBOOKz| JERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 5195715-2001l| HSLELECm| HSLr| Ys| Yt| HEBKu| 11/1/2019x| EBOOKz| HERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 5195715-3001l| MNETm| JMUSICr| Ys| Yt| MNESSBKu| 11/1/2019x| EBOOKz| JERESOURCE;

Multi-label dimensionality reduction / Liang Sun, Shuiwang Ji, and Jieping Ye.

Author/creator	Sun, Liang, 1981-
Other author	Ji, Shuiwang, 1977-
Other author	Ye, Jieping.
Format	Electronic
Publication Info	Boca Raton : CRC Press, [2014]
Description	xii, 194 pages : illustrations ; 24 cm.
Supplemental Content	Full text available from Ebook Central - Academic Complete
Subjects	Dimension reduction (Statistics) Machine learning. Canonical correlation (Statistics) Algorithms. Data mining. Least squares. Optical pattern recognition.

Series	Chapman & Hall/CRC machine learning & pattern recognition series Chapman & Hall/CRC machine learning & pattern recognition series. ^A1388126
Contents	1. Introduction -- 2. Partial least squares -- 3. Canonical correlation analysis -- 4. Hypergraph spectral learning -- 5. A scalable two-stage approach for dimensionality reduction -- 6. A shared-subspace learning framework -- 7. Joint dimensionality reduction and classification -- 8. Nonlinear dimensionality reduction: algorithms and applications -- Appendix proofs.
Bibliography note	Includes bibliographical references (pages 167-189) and index.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2012276295
ISBN	9781439806159
ISBN	1439806152

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Multi-label dimensionality reduction / Liang Sun, Shuiwang Ji, and Jieping Ye.

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