KDD
2003
ACM
14 years 5 months ago
2003
ACM
Privacy is an important issue in data mining and knowledge discovery. In this paper, we propose to use the randomized response techniques to conduct the data mining computation. S...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
High dimensional directional data is becoming increasingly important in contemporary applications such as analysis of text and gene-expression data. A natural model for multivaria...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
The problem of identifying approximately duplicate records in databases is an essential step for data cleaning and data integration processes. Most existing approaches have relied...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
Projected clustering has become a hot research topic due to its ability to cluster high-dimensional data. However, most existing projected clustering algorithms depend on some cri...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
KDD
2003
ACM
14 years 5 months ago
2003
ACM
DNA microarray provides a powerful basis for analysis of gene expression. Data mining methods such as clustering have been widely applied to microarray data to link genes that sho...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
KDD
2003
ACM
14 years 5 months ago
2003
ACM
KDD
2003
ACM
14 years 5 months ago
2003
ACM
There is extensive interest in automating the collection, organization and summarization of biological data. Data in the form of figures and accompanying captions in literature pr...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
We introduce a novel data mining technique for the analysis of gene expression. Gene expression is the effective production of the protein that a gene encodes. We focus on the cha...