KDD
2005
ACM
14 years 12 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 ...
KDD
2005
ACM
14 years 12 months ago
2005
ACM
KDD
2005
ACM
14 years 12 months ago
2005
ACM
In this paper, we show that stylistic text features can be exploited to determine an anonymous author's native language with high accuracy. Specifically, we first use automat...
KDD
2005
ACM
14 years 12 months ago
2005
ACM
KDD
2005
ACM
14 years 12 months ago
2005
ACM
Web users display their preferences implicitly by navigating through a sequence of pages or by providing numeric ratings to some items. Web usage mining techniques are used to ext...
KDD
2005
ACM
14 years 12 months ago
2005
ACM
The problem of finding frequent patterns from graph-based datasets is an important one that finds applications in drug discovery, protein structure analysis, XML querying, and soc...
KDD
2005
ACM
14 years 12 months ago
2005
ACM
With an increasing use of data mining tools and techniques, we envision that a Knowledge Discovery and Data Mining System (KDDMS) will have to support and optimize for the followi...
KDD
2005
ACM
14 years 12 months ago
2005
ACM
KDD
2005
ACM
14 years 12 months ago
2005
ACM
We consider a model in which background knowledge on a given domain of interest is available in terms of a Bayesian network, in addition to a large database. The mining problem is...
KDD
2005
ACM
14 years 12 months ago
2005
ACM
We propose a simple yet potentially very effective way of visualizing trained support vector machines. Nomograms are an established model visualization technique that can graphica...