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CORR
2002
Springer
132views Education» more  CORR 2002»
13 years 11 months ago
Robust Feature Selection by Mutual Information Distributions
Mutual information is widely used in artificial intelligence, in a descriptive way, to measure the stochastic dependence of discrete random variables. In order to address question...
Marco Zaffalon, Marcus Hutter
CORR
2002
Springer
87views Education» more  CORR 2002»
13 years 11 months ago
Ultimate approximations in nonmonotonic knowledge representation systems
We study xpoints of operators on lattices. To this end we introduce the notion of an approximation of an operator. We order approximations by means of a precision ordering. We sho...
Marc Denecker, V. Wiktor Marek, Miroslaw Truszczyn...
CORR
2002
Springer
94views Education» more  CORR 2002»
13 years 11 months ago
Self-Optimizing and Pareto-Optimal Policies in General Environments based on Bayes-Mixtures
The problem of making sequential decisions in unknown probabilistic environments is studied. In cycle t action yt results in perception xt and reward rt, where all quantities in g...
Marcus Hutter
CORR
2002
Springer
89views Education» more  CORR 2002»
13 years 11 months ago
NetNeg: A Connectionist-Agent Integrated System for Representing Musical Knowledge
Thesystempresented here showsthe feasibility of modcling the knowledgeinvolved in a complexmusical activity by integrating sub-symbolicand symbolicprocesses. Thisresearch focuses ...
Claudia V. Goldman, Dan Gang, Jeffrey S. Rosensche...
CORR
2002
Springer
98views Education» more  CORR 2002»
13 years 11 months ago
A Framework for Compiling Preferences in Logic Programs
We introduce a methodology and framework for expressing general preference information in logic programming under the answer set semantics. An ordered logic program is an extended...
James P. Delgrande, Torsten Schaub, Hans Tompits
CORR
2002
Springer
132views Education» more  CORR 2002»
13 years 11 months ago
Nonmonotonic Reasoning, Preferential Models and Cumulative Logics
Many systems that exhibit nonmonotonic behavior have been described and studied already in the literature. The general notion of nonmonotonic reasoning, though, has almost always ...
Sarit Kraus, Daniel J. Lehmann, Menachem Magidor
CORR
2002
Springer
103views Education» more  CORR 2002»
13 years 11 months ago
Optimal network topologies for local search with congestion
Roger Guimerà, Alex Arenas, Albert Dí...
CORR
2002
Springer
99views Education» more  CORR 2002»
13 years 11 months ago
Internet topology at the router and autonomous system level
Alexei Vázquez, R. Pastor-Satorras, Alessan...