4085 search results - page 222 / 817 » Benchmarking Data Mining Algorithms |
135
Voted
ICCS
2007
Springer
15 years 9 months ago
2007
Springer
Abstract. Many knowledge representation mechanisms consist of linkbased structures; they may be studied formally by means of unordered trees. Here we consider the case where labels...
151
Voted
HPCC
2005
Springer
15 years 9 months ago
2005
Springer
Structured data represented in the form of graphs arises in several fields of the science and the growing amount of available data makes distributed graph mining techniques partic...
100
Voted
ICDM
2009
IEEE
15 years 10 months ago
2009
IEEE
Sampling-based methods have previously been proposed for the problem of finding interesting associations in data, even for low-support items. While these methods do not guarantee ...
157
Voted
SDM
2007
SIAM
15 years 5 months ago
2007
SIAM
Feature selection is an important task in effective data mining. A new challenge to feature selection is the so-called “small labeled-sample problem” in which labeled data is...
160
click to vote
ICDM
2009
IEEE
15 years 1 months ago
2009
IEEE
There has been significant recent interest in sparse metric learning (SML) in which we simultaneously learn both a good distance metric and a low-dimensional representation. Unfor...