3949 search results - page 225 / 790 » Machine Learning and Data Mining |
151
Voted
AIME
2007
Springer
15 years 9 months ago
2007
Springer
Abstract. The practice of medicine is becoming increasingly evidencebased and clinical practice guidelines (CPGs) are necessary for advancing evidence-based medicine (EBM). We hypo...
128
Voted
ITNG
2010
IEEE
15 years 8 months ago
2010
IEEE
— Clustering is a pivotal building block in many data mining applications and in machine learning in general. Most clustering algorithms in the literature pertain to off-line (or...
142
Voted
INTERSPEECH
2010
14 years 10 months ago
2010
This overview article reviews the structure of a fully statistical spoken dialogue system (SDS), using as illustration, various systems and components built at Cambridge over the ...
133
Voted
JMLR
2008
15 years 3 months ago
2008
Closed sets have been proven successful in the context of compacted data representation for association rule learning. However, their use is mainly descriptive, dealing only with ...
131
Voted
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
This paper analyzes the performance of semisupervised learning of mixture models. We show that unlabeled data can lead to an increase in classification error even in situations wh...