Nearest-neighbor methods in learning and vision theory and practice

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Bibliographic Details
Other Authors: Shakhnarovich, Gregory., Darrell, Trevor., Indyk, Piotr.
Format: eBook
Language: English
Published: Cambridge, Mass. : MIT Press, c2005.
Series: Neural information processing series.
Subjects:
Nearest neighbor analysis (Statistics) > Congresses.
Machine learning > Congresses.
Algorithms > Congresses.
Geometry > Data processing > Congresses.
elektronické knihy
electronic books
ISBN: 9780262256957
Physical Description: 1 online zdroj (vi, 252 p.) : ill.

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Table of contents

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245 0 0 |a Nearest-neighbor methods in learning and vision  |h [elektronický zdroj] :  |b theory and practice /  |c edited by Gregory Shakhnarovich, Trevor Darrell, Piotr Indyk. 
260 |a Cambridge, Mass. :  |b MIT Press,  |c c2005. 
300 |a 1 online zdroj (vi, 252 p.) :  |b ill. 
490 1 |a Neural information processing series 
500 |a " ... held in Whistler, British Columbia ... annual conference on Neural Information Processing Systems (NIPS) in December 2003"--Pref. 
504 |a Includes bibliographical references and index. 
505 0 |a Nearest-neighbor searching and metric space dimensions / Kenneth L. Clarkson -- Locality-sensitive hashing using stable distributions / Alexandr Andoni ... [et al.] -- New algorithms for efficient high-dimensional nonparametric classification / Ting Liu, Andrew W. Moore, and Alexander Gray -- Approximate nearest neighbor regression in very high dimensions / Sethu Vijayakumar, Aaron D'Souza, and Stefan Schaal -- Learning embeddings for fast approximate nearest neighbor retrieval / Vassilis Athitsos ... [et al.] -- Parameter-sensitive hashing for fast pose estimation / Gregory Shakhnarovich, Paul Viola, and Trevor Darrell -- Contour matching using approximate Earth mover's distance / Kristen Grauman and Trevor Darrell -- Adaptive mean shift based clustering in high dimensions / Ilan Shimshoni, Bogdan Georgescu, and Peter Meer -- Object recognition using locality sensitive hashing of shape contexts / Andrea Frome and Jitendra Malik. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity 
650 0 |a Nearest neighbor analysis (Statistics)  |v Congresses. 
650 0 |a Machine learning  |v Congresses. 
650 0 |a Algorithms  |v Congresses. 
650 0 |a Geometry  |x Data processing  |v Congresses. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Shakhnarovich, Gregory. 
700 1 |a Darrell, Trevor. 
700 1 |a Indyk, Piotr. 
776 0 8 |i Print version:  |t Nearest-neighbor methods in learning and vision.  |d Cambridge, Mass. : MIT Press, c2005  |z 026219547X  |w (DLC) 2005053124  |w (OCoLC)61247438 
830 0 |a Neural information processing series. 
856 4 0 |u https://proxy.k.utb.cz/login?url=http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267334  |y Plný text 
992 |a BK  |c EBOOK-TN  |c MITPRESS 
999 |c 74815  |d 74815 
993 |x NEPOSILAT  |y EIZ 

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