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» An Alternative Model for Mixtures of Experts
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AND
2009
14 years 11 months ago
Discovering voter preferences in blogs using mixtures of topic models
In this paper we propose a new approach to capture the inclination towards a certain election candidate from the contents of blogs and to explain why that inclination may be so. T...
Pradipto Das, Rohini K. Srihari, Smruthi Mukund
ICML
2003
IEEE
16 years 2 months ago
Learning with Knowledge from Multiple Experts
The use of domain knowledge in a learner can greatly improve the models it produces. However, high-quality expert knowledge is very difficult to obtain. Traditionally, researchers...
Matthew Richardson, Pedro Domingos
HICSS
2005
IEEE
149views Biometrics» more  HICSS 2005»
15 years 7 months ago
ubiES: An Intelligent Expert System for Proactive Services Deploying Ubiquitous Computing Technologies
Expert systems are originally designed to generate feasible alternatives in automated manner. The users expect the systems to contribute to make decisions proactively and intellig...
Ohbyung Kwon, Keedong Yoo, Euiho Suh
BMCBI
2005
140views more  BMCBI 2005»
15 years 1 months ago
Dissecting systems-wide data using mixture models: application to identify affected cellular processes
Background: Functional analysis of data from genome-scale experiments, such as microarrays, requires an extensive selection of differentially expressed genes. Under many condition...
J. Peter Svensson, Renée X. de Menezes, Ing...
149
Voted
JMLR
2010
156views more  JMLR 2010»
14 years 8 months ago
Classification with Incomplete Data Using Dirichlet Process Priors
A non-parametric hierarchical Bayesian framework is developed for designing a classifier, based on a mixture of simple (linear) classifiers. Each simple classifier is termed a loc...
Chunping Wang, Xuejun Liao, Lawrence Carin, David ...