1693 search results - page 120 / 339 » Pattern-Recognition: a Foundational Approach |
120
click to vote
KDD
2006
ACM
16 years 5 months ago
2006
ACM
We introduce a new EM framework in which it is possible not only to optimize the model parameters but also the number of model components. A key feature of our approach is that we...
142
Voted
KDD
2004
ACM
16 years 5 months ago
2004
ACM
Numerous applications of data mining to scientific data involve the induction of a classification model. In many cases, the collection of data is not performed with this task in m...
129
Voted
KDD
2003
ACM
16 years 5 months ago
2003
ACM
Discovering coherent gene expression patterns in time-series gene expression data is an important task in bioinformatics research and biomedical applications. In this paper, we pr...
132
Voted
KDD
2003
ACM
16 years 5 months ago
2003
ACM
Classification is a well-established operation in text mining. Given a set of labels A and a set DA of training documents tagged with these labels, a classifier learns to assign l...
122
click to vote
KDD
2002
ACM
16 years 5 months ago
2002
ACM
Large 0-1 datasets arise in various applications, such as market basket analysis and information retrieval. We concentrate on the study of topic models, aiming at results which in...