4085 search results - page 229 / 817 » Benchmarking Data Mining Algorithms |
179
Voted
ICDM
2005
IEEE
15 years 9 months ago
2005
IEEE
In this paper we address the problem of learning the Markov blanket of a quantity from data in an efficient manner. Markov blanket discovery can be used in the feature selection ...
142
Voted
SDM
2007
SIAM
15 years 5 months ago
2007
SIAM
Dimensionality reduction is among the keys in mining highdimensional data. This paper studies semi-supervised dimensionality reduction. In this setting, besides abundant unlabeled...
137
Voted
ADVIS
2004
Springer
15 years 9 months ago
2004
Springer
An important issue in text mining is how to make use of multiple pieces knowledge discovered to improve future decisions. In this paper, we propose a new approach to combining mult...
148
Voted
ML
2010
ACM
15 years 2 months ago
2010
ACM
Many knowledge representation mechanisms are based on tree-like structures, thus symbolizing the fact that certain pieces of information are related in one sense or another. There ...
135
Voted
AUSDM
2007
Springer
15 years 10 months ago
2007
Springer
Mining frequent patterns such as frequent itemsets is a core operation in many important data mining tasks, such as in association rule mining. Mining frequent itemsets in high-di...