3276 search results - page 166 / 656 » Data learning based diagnosis |
97
Voted
AI
2001
Springer
15 years 5 months ago
2001
Springer
Abstract. This paper investigates the methods for learning predictive classifiers based on Bayesian belief networks (BN) – primarily unrestricted Bayesian networks and Bayesian m...
117
Voted
DATAMINE
2006
15 years 1 months ago
2006
Motivated by the poor performance (linear complexity) of the EM algorithm in clustering large data sets, and inspired by the successful accelerated versions of related algorithms l...
92
Voted
ICPR
2010
IEEE
14 years 11 months ago
2010
IEEE
Unlike most previous manifold-based data classification algorithms assume that all the data points are on a single manifold, we expect that data from different classes may reside ...
CCIA
2009
Springer
15 years 2 months ago
2009
Springer
Abstract. The design and the validation of an automatic plaque characterization technique based on Intravascular Ultrasound (IVUS) usually requires a data ground-truth. The histolo...
121
Voted
ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
Semi-supervised learning has emerged as a popular framework for improving modeling accuracy while controlling labeling cost. Based on an extension of stochastic composite likeliho...