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» A Bayesian Committee Machine
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IPPS
2007
IEEE
15 years 10 months ago
Protein Secondary Structure Prediction using Bayesian Inference method on Decision fusion algorithms
Prediction of protein secondary structure (alpha-helix, beta-sheet, coil) from primary sequence of amino acids is a very challenging task, and the problem has been approached from...
Somasheker Akkaladevi, Ajay K. Katangur
72
Voted
ICML
2009
IEEE
16 years 4 months ago
Sequential Bayesian prediction in the presence of changepoints
Roman Garnett, Michael A. Osborne, Stephen J. Robe...
163
Voted
ECML
2006
Springer
15 years 7 months ago
Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures
Abstract. This paper studies a Bayesian framework for density modeling with mixture of exponential family distributions. Variational Bayesian Dirichlet-Multinomial allocation (VBDM...
Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Krieg...
132
Voted
JIRS
2006
95views more  JIRS 2006»
15 years 3 months ago
Intelligent Human-Machine Interaction Based on Dynamic Bayesian Networks Probabilistic Intention Recognition
In this article, a novel human
Karim A. Tahboub
AI
2009
Springer
15 years 10 months ago
A SVM-Based Ensemble Approach to Multi-Document Summarization
In this paper, we present a Support Vector Machine (SVM) based ensemble approach to combat the extractive multi-document summarization problem. Although SVM can have a good general...
Yllias Chali, Sadid A. Hasan, Shafiq R. Joty