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» The lexicographic decision function
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128
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ICPR
2006
IEEE
16 years 5 months ago
Gaussian mixture pdf in one-class classification: computing and utilizing confidence values
In this study a confidence measure for probability density functions (pdfs) is presented. The measure can be used in one-class classification to select a pdf threshold for class i...
Jarmo Ilonen, Pekka Paalanen, Joni-Kristian Kamara...
157
Voted
ICML
2009
IEEE
16 years 4 months ago
Online feature elicitation in interactive optimization
Most models of utility elicitation in decision support and interactive optimization assume a predefined set of "catalog" features over which user preferences are express...
Craig Boutilier, Kevin Regan, Paolo Viappiani
103
Voted
ICML
2006
IEEE
16 years 4 months ago
Relational temporal difference learning
We introduce relational temporal difference learning as an effective approach to solving multi-agent Markov decision problems with large state spaces. Our algorithm uses temporal ...
Nima Asgharbeygi, David J. Stracuzzi, Pat Langley
CADE
2005
Springer
16 years 4 months ago
Deciding Monodic Fragments by Temporal Resolution
In this paper we study the decidability of various fragments of monodic first-order temporal logic by temporal resolution. We focus on two resolution calculi, namely, monodic tempo...
Ullrich Hustadt, Boris Konev, Renate A. Schmidt
CADE
2005
Springer
16 years 4 months ago
A Combination Method for Generating Interpolants
We present a combination method for generating interpolants for a class of first-order theories. Using interpolant-generation procedures for individual theories as black-boxes, our...
Greta Yorsh, Madanlal Musuvathi