3185 search results - page 299 / 637 » Graphical models for data mining |
141
Voted
SDM
2004
SIAM
15 years 5 months ago
2004
SIAM
In this paper we propose a method for grouping and summarizing large sets of association rules according to the items contained in each rule. We use hierarchical clustering to par...
131
Voted
KDD
2005
ACM
16 years 4 months ago
2005
ACM
We propose a hybrid, unsupervised document clustering approach that combines a hierarchical clustering algorithm with Expectation Maximization. We developed several heuristics to ...
111
Voted
ICDM
2006
IEEE
15 years 9 months ago
2006
IEEE
In order to make good strategies, soccer coaches analyze the archives of matches, which can be effectively considered as a set of trajectories. We can extract several useful infor...
145
Voted
KDD
2004
ACM
15 years 9 months ago
2004
ACM
We present a algorithm based on factor analysis for performing collaborative quality filtering (CQF). Unlike previous approaches to CQF, which estimate the consensus opinion of a...
135
Voted
PKDD
2010
Springer
15 years 2 months ago
2010
Springer
Abstract. We consider the problem of training discriminative structured output predictors, such as conditional random fields (CRFs) and structured support vector machines (SSVMs)....