DATAMINE
2008
13 years 3 months ago
2008
Predictive modelling of online dynamic user-interaction recordings and community identifi cation from such data b ecomes more and more imp ortant w ith th e w idesp read use of on...
DATAMINE
2008
13 years 3 months ago
2008
DATAMINE
2008
13 years 4 months ago
2008
Rules are commonly used for classification because they are modular, intelligible and easy to learn. Existing work in classification rule learning assumes the goal is to produce ca...
DATAMINE
2008
13 years 4 months ago
2008
DATAMINE
2008
13 years 4 months ago
2008
Abstract. Data stream values are often associated with multiple aspects. For example, each value observed at a given time-stamp from environmental sensors may have an associated ty...
DATAMINE
2008
13 years 4 months ago
2008
Abstract. In this paper we aim at extending the non-derivable condensed representation in frequent itemset mining to sequential pattern mining. We start by showing a negative examp...
DATAMINE
2008
13 years 4 months ago
2008
Learning from imbalanced datasets presents a convoluted problem both from the modeling and cost standpoints. In particular, when a class is of great interest but occurs relatively...
DATAMINE
2008
13 years 4 months ago
2008
DATAMINE
2008
13 years 4 months ago
2008
Abstract We address the problem of monitoring and identification of correlated burst patterns in multi-stream time series databases. We follow a two-step methodology: first we iden...
DATAMINE
2008
13 years 4 months ago
2008
