1809 search results - page 67 / 362 » Topic Modeling Ensembles |
PKDD
2004
Springer
14 years 3 months ago
2004
Springer
A crucial issue for Machine Learning and Data Mining is Feature Selection, selecting the relevant features in order to focus the learning search. A relaxed setting for Feature Sele...
ICRA
2010
IEEE
13 years 8 months ago
2010
IEEE
Abstract— We present an investigation of dynamic team formation strategies for robot ensembles performing a collection of nd two-robot tasks. Specifically, we consider the abstr...
NIPS
2001
13 years 11 months ago
2001
We describe latent Dirichlet allocation (LDA), a generative probabilistic model for collections of discrete data such as text corpora. LDA is a three-level hierarchical Bayesian m...
CICLING
2010
Springer
14 years 1 months ago
2010
Springer
We present a new ensemble method that uses Entropy Guided Transformation Learning (ETL) as the base learner. The proposed approach, ETL Committee, combines the main ideas of Baggin...
KDD
2002
ACM
14 years 10 months ago
2002
ACM
Large 0-1 datasets arise in various applications, such as market basket analysis and information retrieval. We concentrate on the study of topic models, aiming at results which in...