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99
Voted
KDD
2008
ACM
132views Data Mining» more  KDD 2008»
16 years 1 months ago
Partitioned logistic regression for spam filtering
Naive Bayes and logistic regression perform well in different regimes. While the former is a very simple generative model which is efficient to train and performs well empirically...
Ming-wei Chang, Wen-tau Yih, Christopher Meek
ATAL
2009
Springer
15 years 7 months ago
Of robot ants and elephants
Investigations of multi-robot systems often make implicit assumptions concerning the computational capabilities of the robots. Despite the lack of explicit attention to the comput...
Asaf Shiloni, Noa Agmon, Gal A. Kaminka
GECCO
2006
Springer
137views Optimization» more  GECCO 2006»
15 years 4 months ago
A method for parameter calibration and relevance estimation in evolutionary algorithms
We present and evaluate a method for estimating the relevance and calibrating the values of parameters of an evolutionary algorithm. The method provides an information theoretic m...
Volker Nannen, A. E. Eiben
104
Voted
EXACT
2007
15 years 2 months ago
A Discourse Approach to Explanation Aware Knowledge Representation
This study describes a discourse approach to explanation aware knowledge representation. It presents a reasoning model that adheres to argumentation as found in written discourse,...
Andrew Potter
87
Voted
AIPS
2000
15 years 2 months ago
Representations of Decision-Theoretic Planning Tasks
Goal-directed Markov Decision Process models (GDMDPs) are good models for many decision-theoretic planning tasks. They have been used in conjunction with two different reward stru...
Sven Koenig, Yaxin Liu