877 search results - page 84 / 176 » Selection of Subsets of Ordered Features in Machine Learning |
132
Voted
NIPS
2007
15 years 5 months ago
2007
We present a new and efficient semi-supervised training method for parameter estimation and feature selection in conditional random fields (CRFs). In real-world applications suc...
137
Voted
FSKD
2007
Springer
15 years 10 months ago
2007
Springer
Naïve Bayes is a well-known effective and efficient classification algorithm, but its probability estimation performance is poor. Averaged One-Dependence Estimators, simply AODE,...
115
Voted
ICASSP
2008
IEEE
15 years 10 months ago
2008
IEEE
One commonly used approach for language recognition is to convert the input speech into a sequence of tokens such as words or phones and then to use these token sequences to deter...
146
click to vote
ESANN
2007
15 years 5 months ago
2007
We study dimensionality reduction or feature selection in text document categorization problem. We focus on the first step in building text categorization systems, that is the cho...
117
Voted
ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
What type of algorithms and statistical techniques support learning from very large datasets over long stretches of time? We address this question through a memory bounded version...