85 search results - page 1 / 17 » Towards Effective and Interpretable Data Mining by Visual In... |
SIGKDD
2002
13 years 4 months ago
2002
The primary aim of most data mining algorithms is to facilitate the discovery of concise and interpretable information from large amounts of data. However, many of the current for...
KDD
2005
ACM
14 years 5 months ago
2005
ACM
In an interactive classification application, a user may find it more valuable to develop a diagnostic decision support method which can reveal significant classification behavior...
CHI
2005
ACM
14 years 5 months ago
2005
ACM
Web usage mining, the analysis of user navigation paths through web sites, is a common technique for evaluating site designs or adaptive hypermedia techniques. However, often it i...
CHI
2004
ACM
14 years 5 months ago
2004
ACM
This paper discusses a novel data mining system devised and developed at Birmingham, which attempts to provide a more effective data mining system. It ties in with the workshop go...
KDD
2005
ACM
14 years 5 months ago
2005
ACM
In the paper we show that diagnostic classes in cancer gene expression data sets, which most often include thousands of features (genes), may be effectively separated with simple ...