Graph Embedding for Pattern Analysis - Hardcover

 
9781461444565: Graph Embedding for Pattern Analysis
Hardcover
ISBN 10: 146144456X ISBN 13: 9781461444565
Verlag: Springer, 2012

Inhaltsangabe

Graph Embedding for Pattern Recognition covers theory methods, computation, and applications widely used in statistics, machine learning, image processing, and computer vision. This book presents the latest advances in graph embedding theories, such as nonlinear manifold graph, linearization method, graph based subspace analysis, L1 graph, hypergraph, undirected graph, and graph in vector spaces. Real-world applications of these theories are spanned broadly in dimensionality reduction, subspace learning, manifold learning, clustering, classification, and feature selection. A selective group of experts contribute to different chapters of this book which provides a comprehensive perspective of this field.

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Über die Autorin bzw. den Autor

Dr. Yun Fu is a professor at the State University of New York at Buffalo
Dr. Yunqian Ma is a senior principal research scientist of Honeywell Labs at the Honeywell International Inc.

Von der hinteren Coverseite

Graph Embedding for Pattern Analysis covers theory methods, computation, and applications widely used in statistics, machine learning, image processing, and computer vision. This book presents the latest advances in graph embedding theories, such as nonlinear manifold graph, linearization method, graph based subspace analysis, L1 graph, hypergraph, undirected graph, and graph in vector spaces. Real-world applications of these theories are spanned broadly in dimensionality reduction, subspace learning, manifold learning, clustering, classification, and feature selection. A selective group of experts contribute to different chapters of this book which provides a comprehensive perspective of this field.

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Verlag
Springer
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
146144456X
ISBN 13 
9781461444565
Einband
Gebundene Ausgabe
Anzahl der Seiten
268
Herausgeber
Fu Yun, Ma Yunqian
Kontakt zum Hersteller
Springer Nature Customer Service Center GmbH
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Heidelberg
69115
Deutschland

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9781489990624: Graph Embedding for Pattern Analysis

Vorgestellte Ausgabe

ISBN 10:  1489990623 ISBN 13:  9781489990624
Verlag: Springer, 2014
Softcover