Geometric Structure of High-Dimensional Data and Dimensionality Reduction

Geometric Structure of High-Dimensional Data and Dimensionality Reduction

"Geometric Structure of High-Dimensional Data and Dimensionality Reduction" adopts data geometry as a framework to address various methods of dimensionality reduction. In addition to the introduction to well-known linear methods, the book moreover stresses the recently developed nonlinear...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας:	Wang, Jianzhong (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή:	SpringerLink (Online service)
Μορφή:	Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:	English
Έκδοση:	Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
Θέματα:	Computer science. Data structures (Computer science). Mathematical statistics. Data mining. Applied mathematics. Engineering mathematics. Computer Science. Data Mining and Knowledge Discovery. Probability and Statistics in Computer Science. Applications of Mathematics. Data Structures, Cryptology and Information Theory.
Διαθέσιμο Online:	Full Text via HEAL-Link

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