53 search results - page 1 / 11 » Interpretable ensembles of local models for safety-related a... |
ESANN
2008
13 years 6 months ago
2008
Abstract. This paper discusses a machine learning approach for binary classification problems which satisfies the specific requirements of safety-related applications. The approach...
SDM
2011
SIAM
12 years 7 months ago
2011
SIAM
Outlier scores provided by different outlier models differ widely in their meaning, range, and contrast between different outlier models and, hence, are not easily comparable o...
ISCI
2008
13 years 4 months ago
2008
This paper studies the greedy ensemble selection family of algorithms for ensembles of regression models. These algorithms search for the globally best subset of regresmaking loca...
ICDM
2010
IEEE
13 years 2 months ago
2010
IEEE
: Topic Modeling Ensembles Zhiyong Shen, Ping Luo, Shengwen Yang, Xukun Shen HP Laboratories HPL-2010-158 Topic model, Ensemble In this paper we propose a framework of topic model...
PVM
1997
Springer
13 years 9 months ago
1997
Springer
We present Ensemble, a message-passing implementation methodology, applied to PVM. Ensemble overcomes problems and complexities in developing applications in messagepassing enviro...