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NIPS
2003
15 years 3 months ago
Approximability of Probability Distributions
We consider the question of how well a given distribution can be approximated with probabilistic graphical models. We introduce a new parameter, effective treewidth, that captures...
Alina Beygelzimer, Irina Rish
ISDA
2005
IEEE
15 years 7 months ago
Representing Users in a Travel Support System
We consider the construction and management of user profiles for an agent-based travel support system, with the goal of providing personalized content for individual users of the ...
Maciej Gawinecki, Zygmunt Vetulani, Minor Gordon, ...
PKDD
2010
Springer
168views Data Mining» more  PKDD 2010»
15 years 19 days ago
Bayesian Knowledge Corroboration with Logical Rules and User Feedback
Current knowledge bases suffer from either low coverage or low accuracy. The underlying hypothesis of this work is that user feedback can greatly improve the quality of automatica...
Gjergji Kasneci, Jurgen Van Gael, Ralf Herbrich, T...
APWEB
2003
Springer
15 years 5 months ago
A Web User Profiling Approach
People display regularities in almost everything they do. This paper proposes characteristics of an idealized algorithm that would allow an automatic extraction of web user profil ...
Younes Hafri, Chabane Djeraba, Peter L. Stanchev, ...
WIOPT
2010
IEEE
15 years 18 days ago
Stochastic modeling of carrier sensing based cognitive radio networks
In this paper, we propose a comprehensive probabilistic framework which can be used to model and analyze cognitive radio (CR) network using carrier sensing (CS) based multiple acc...
Nguyen Tien Viet, François Baccelli