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» Inference in Bayesian Networks
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WILF
2005
Springer
194views Fuzzy Logic» more  WILF 2005»
16 years 2 days ago
Learning Bayesian Classifiers from Gene-Expression MicroArray Data
Computing methods that allow the efficient and accurate processing of experimentally gathered data play a crucial role in biological research. The aim of this paper is to present a...
Andrea Bosin, Nicoletta Dessì, Diego Libera...
PRICAI
2000
Springer
15 years 10 months ago
Recognizing Intentions from Rejoinders in a Bayesian Interactive Argumentation System
We describe a mechanism which recognizes a user's intentions from short-form rejoinders to arguments generated from Bayesian networks. The mechanism builds candidate reasoning...
Ingrid Zukerman, Nathalie Jitnah, Richard McConach...
CCS
2003
ACM
15 years 12 months ago
Incentive-based modeling and inference of attacker intent, objectives, and strategies
Although the ability to model and infer Attacker Intent, Objectives and Strategies (AIOS) may dramatically advance the literature of risk assessment, harm prediction, and predicti...
Peng Liu, Wanyu Zang
CORR
2006
Springer
104views Education» more  CORR 2006»
15 years 6 months ago
Loop corrections for approximate inference
We propose a method to improve approximate inference methods by correcting for the influence of loops in the graphical model. The method is a generalization and alternative implem...
Joris M. Mooij, Bert Kappen
WEBI
2009
Springer
16 years 1 months ago
Rigorous Probabilistic Trust-Inference with Applications to Clustering
The World Wide Web has transformed into an environment where users both produce and consume information. In order to judge the validity of information, it is important to know how...
Thomas DuBois, Jennifer Golbeck, Aravind Srinivasa...