KDD
2004
ACM
14 years 9 months ago
2004
ACM
Unsupervised clustering can be significantly improved using supervision in the form of pairwise constraints, i.e., pairs of instances labeled as belonging to same or different clu...
KDD
2004
ACM
14 years 9 months ago
2004
ACM
We propose and test an objective criterion for evaluation of clustering performance: How well does a clustering algorithm run on unlabeled data aid a classification algorithm? The...
KDD
2004
ACM
14 years 9 months ago
2004
ACM
KDD
2004
ACM
14 years 9 months ago
2004
ACM
Co-clustering is a powerful data mining technique with varied applications such as text clustering, microarray analysis and recommender systems. Recently, an informationtheoretic ...
KDD
2004
ACM
14 years 9 months ago
2004
ACM
KDD
2004
ACM
14 years 9 months ago
2004
ACM
Astronomy increasingly faces the issue of massive datasets. For instance, the Sloan Digital Sky Survey (SDSS) has so far generated tens of millions of images of distant galaxies, ...
KDD
2004
ACM
14 years 9 months ago
2004
ACM
KDD
2004
ACM
14 years 9 months ago
2004
ACM
In the domain of gene expression data analysis, various researchers have recently emphasized the promising application of pattern discovery techniques like association rule mining...
KDD
2004
ACM
14 years 9 months ago
2004
ACM
KDD
2004
ACM
14 years 9 months ago
2004
ACM
Unsupervised identification of patterns in microarray data has been a productive approach to uncovering relationships between genes and the biological process in which they are in...