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ISDA
2010
IEEE
15 years 3 months ago
Self-adaptive Gaussian mixture models for real-time video segmentation and background subtraction
The usage of Gaussian mixture models for video segmentation has been widely adopted. However, the main difficulty arises in choosing the best model complexity. High complex models ...
Nicola Greggio, Alexandre Bernardino, Cecilia Lasc...
ATAL
2009
Springer
16 years 29 days ago
Multiagent learning in large anonymous games
In large systems, it is important for agents to learn to act effectively, but sophisticated multi-agent learning algorithms generally do not scale. An alternative approach is to ï...
Ian A. Kash, Eric J. Friedman, Joseph Y. Halpern
CDC
2008
IEEE
104views Control Systems» more  CDC 2008»
16 years 26 days ago
A structured multiarmed bandit problem and the greedy policy
—We consider a multiarmed bandit problem where the expected reward of each arm is a linear function of an unknown scalar with a prior distribution. The objective is to choose a s...
Adam J. Mersereau, Paat Rusmevichientong, John N. ...
INEX
2009
Springer
15 years 11 months ago
Analysis of the INEX 2009 Ad Hoc Track Results
This paper analyzes the results of the INEX 2009 Ad Hoc Track, focusing on a variety of topics. First, we examine in detail the relevance judgments. Second, we study the resulting ...
Jaap Kamps, Shlomo Geva, Andrew Trotman
CORR
2006
Springer
100views Education» more  CORR 2006»
15 years 6 months ago
Automatic annotation of multilingual text collections with a conceptual thesaurus
Automatic annotation of documents with controlled vocabulary terms (descriptors) from a conceptual thesaurus is not only useful for document indexing and retrieval. The mapping of...
Bruno Pouliquen, Ralf Steinberger, Camelia Ignat