7378 search results - page 187 / 1476 » Introduction to Machine Learning |
160
Voted
DIAGRAMS
2004
Springer
15 years 12 months ago
2004
Springer
Decision trees are a widely used knowledge representation in machine learning. However, one of their main drawbacks is the inherent replication of isomorphic subtrees, as a result...
169
click to vote
MCS
2001
Springer
15 years 11 months ago
2001
Springer
One of the main factors affecting the effectiveness of ECOC methods for classification is the dependence among the errors of the computed codeword bits. We present an extensive ...
160
click to vote
CIT
2004
Springer
15 years 10 months ago
2004
Springer
Abstract. In this paper we introduce BioPubMiner, a machine learning component-based platform for biomedical information analysis. BioPubMiner employs natural language processing t...
138
click to vote
ECIR
2007
Springer
15 years 8 months ago
2007
Springer
Information retrieval systems (IRSs) usually suffer from a low ability to recognize a same idea that is expressed in different forms. A way of improving these systems is to take ...
170
click to vote
CORR
2004
Springer
15 years 6 months ago
2004
Springer
The field of machine learning (ML) is concerned with the question of how to construct algorithms that automatically improve with experience. In recent years many successful ML app...