4085 search results - page 178 / 817 » Benchmarking Data Mining Algorithms |
139
Voted
SDM
2008
SIAM
15 years 4 months ago
2008
SIAM
Imbalanced class problems appear in many real applications of classification learning. We propose a novel sampling method to improve bagging for data sets with skewed class distri...
106
Voted
PKDD
2005
Springer
15 years 9 months ago
2005
Springer
Bi-clustering is a promising conceptual clustering approach. Within categorical data, it provides a collection of (possibly overlapping) bi-clusters, i.e., linked clusters for both...
144
click to vote
AUSDM
2008
Springer
15 years 5 months ago
2008
Springer
In this paper we investigate the classification of mental tasks based on electroencephalographic (EEG) data for Brain Computer Interfaces (BCI) in two scenarios: off line and on-l...
142
click to vote
KDD
2005
ACM
16 years 3 months ago
2005
ACM
Addressed in this paper is the issue of `email data cleaning' for text mining. Many text mining applications need take emails as input. Email data is usually noisy and thus i...
147
Voted
EDM
2008
15 years 4 months ago
2008
A data mining and visualization tool for the discovery of student trails in web-based educational systems is presented and described. The tool uses graphs to visualize results, all...