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» A Representation Theorem and Applications
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119
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TCSV
2002
134views more  TCSV 2002»
15 years 11 days ago
Factor graph framework for semantic video indexing
Video query by semantic keywords is one of the most challenging research issues in video data management. To go beyond low-level similarity and access video data content by semanti...
Milind R. Naphade, Igor Kozintsev, Thomas S. Huang
112
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JAPLL
2007
104views more  JAPLL 2007»
15 years 7 days ago
An axiomatization of family resemblance
We invoke concepts from the theory of hypergraphs to give a measure of the closeness of family resemblance, and to make precise the idea of a composite likeness. It is shown that f...
Ray E. Jennings, Dorian X. Nicholson
81
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PVLDB
2008
99views more  PVLDB 2008»
15 years 6 days ago
Industry-scale duplicate detection
Duplicate detection is the process of identifying multiple representations of a same real-world object in a data source. Duplicate detection is a problem of critical importance in...
Melanie Weis, Felix Naumann, Ulrich Jehle, Jens Lu...
PVLDB
2008
118views more  PVLDB 2008»
15 years 6 days ago
Efficient top-k processing over query-dependent functions
We study the efficient evaluation of top-k queries over data items, where the score of each item is dynamically computed by applying an item-specific function whose parameter valu...
Lin Guo, Sihem Amer-Yahia, Raghu Ramakrishnan, Jay...
CORR
2010
Springer
204views Education» more  CORR 2010»
14 years 11 months ago
Predictive State Temporal Difference Learning
We propose a new approach to value function approximation which combines linear temporal difference reinforcement learning with subspace identification. In practical applications...
Byron Boots, Geoffrey J. Gordon