| Description |
1 online resource (vi, 252 pages) : illustrations. |
| Physical Medium |
polychrome |
| Description |
text file |
| Series |
Neural information processing series
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Neural information processing series.
|
| Note |
" ... held in Whistler, British Columbia ... annual conference on Neural Information Processing Systems (NIPS) in December 2003"--Preface. |
| Bibliography |
Includes bibliographical references and index. |
| Contents |
Nearest-neighbor searching and metric space dimensions / Kenneth L. Clarkson -- Locality-sensitive hashing using stable distributions / Alexandr Andoni [and others] -- 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 [and others] -- 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. |
| Local Note |
eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America |
| Subject |
Nearest neighbor analysis (Statistics) -- Congresses.
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Nearest neighbor analysis (Statistics) |
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Machine learning -- Congresses.
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Machine learning. |
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Algorithms -- Congresses.
|
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Algorithms. |
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Geometry -- Data processing -- Congresses.
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Geometry -- Data processing. |
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Algorithms. |
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Artificial Intelligence. |
| Genre/Form |
Electronic books.
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Conference papers and proceedings.
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Conference papers and proceedings.
|
| Added Author |
Shakhnarovich, Gregory.
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Darrell, Trevor.
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Indyk, Piotr.
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| Other Form: |
Print version: Nearest-neighbor methods in learning and vision. Cambridge, Mass. : MIT Press, ©2005 026219547X (DLC) 2005053124 (OCoLC)61247438 |
| ISBN |
9780262256957 (electronic book) |
|
0262256959 (electronic book) |
|
026219547X |
|
9780262195478 |
|
