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WSC
2008
15 years 2 months ago
Agent-based modeling and simulation: ABMS examples
Agent-based modeling and simulation (ABMS) is a new approach to modeling systems comprised of autonomous, interacting agents. ABMS promises to have far-reaching effects on the way...
Charles M. Macal, Michael J. North
101
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COLT
2008
Springer
15 years 1 months ago
Model Selection and Stability in k-means Clustering
Clustering Stability methods are a family of widely used model selection techniques applied in data clustering. Their unifying theme is that an appropriate model should result in ...
Ohad Shamir, Naftali Tishby
AIA
2007
15 years 1 months ago
A framework for generating data to simulate changing environments
A fundamental assumption often made in supervised classification is that the problem is static, i.e. the description of the classes does not change with time. However many practi...
Anand M. Narasimhamurthy, Ludmila I. Kuncheva
NIPS
2007
15 years 1 months ago
Theoretical Analysis of Heuristic Search Methods for Online POMDPs
Planning in partially observable environments remains a challenging problem, despite significant recent advances in offline approximation techniques. A few online methods have a...
Stéphane Ross, Joelle Pineau, Brahim Chaib-...
PTS
2007
112views Hardware» more  PTS 2007»
15 years 1 months ago
Symbolic Model Based Testing for Component Oriented Systems
In a component oriented approach, components are designed, developed and validated in order to be widely used. However one cannot always foresee which specific uses will be made o...
Alain Faivre, Christophe Gaston, Pascale Le Gall