1088 search results - page 8 / 218 » A Bayesian Approach to Tackling Hard Computational Problems |
145
Voted
ALT
2003
Springer
16 years 18 days ago
2003
Springer
In this paper, we present a kernel trick embedded Gaussian Mixture Model (GMM), called kernel GMM. The basic idea is to embed kernel trick into EM algorithm and deduce a parameter ...
139
Voted
HPCS
2005
IEEE
15 years 9 months ago
2005
IEEE
Abstract— In recent years our society has witnessed an unprecedented growth in computing power available to tackle important problems in science, engineering and medicine. For ex...
133
Voted
IPSN
2003
Springer
15 years 8 months ago
2003
Springer
In this paper we study a dynamic sensor selection method for Bayesian filtering problems. In particular we consider the distributed Bayesian Filtering strategy given in [1] and sh...
151
Voted
KDD
2006
ACM
16 years 4 months ago
2006
ACM
This paper describes a novel classification method for computer aided detection (CAD) that identifies structures of interest from medical images. CAD problems are challenging larg...
156
Voted
PR
2011
14 years 10 months ago
2011
The Student’s-t hidden Markov model (SHMM) has been recently proposed as a robust to outliers form of conventional continuous density hidden Markov models, trained by means of t...