7053 search results - page 794 / 1411 » Data Mining of Multi-categorized Data |
230
click to vote
PKDD
2009
Springer
16 years 2 months ago
2009
Springer
Abstract. We propose a learning approach for integrating formal knowledge into statistical inference by exploiting ontologies as a semantically rich and fully formal representation...
207
click to vote
RSFDGRC
2009
Springer
16 years 2 months ago
2009
Springer
Abstract. Both fuzzy set theory and rough set theory play an important role in data-driven, systems modelling and analysis. They have been successfully applied to building various ...
183
Voted
ICDM
2008
IEEE
16 years 2 months ago
2008
IEEE
In this paper, we propose a new variant of Latent Dirichlet Allocation(LDA): Collective LDA (C-LDA), for multiple corpora modeling. C-LDA combines multiple corpora during learning...
146
click to vote
ICDM
2008
IEEE
16 years 2 months ago
2008
IEEE
We present Nodeinfo, an unsupervised algorithm for anomaly detection in system logs. We demonstrate Nodeinfo’s effectiveness on data from four of the world’s most powerful sup...
183
click to vote
ICDM
2008
IEEE
16 years 2 months ago
2008
IEEE
Semi-supervised classification methods aim to exploit labelled and unlabelled examples to train a predictive model. Most of these approaches make assumptions on the distribution ...