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ICDM
2003
IEEE
126views Data Mining» more  ICDM 2003»
14 years 5 months ago
Mining Relevant Text from Unlabelled Documents
Automatic classification of documents is an important area of research with many applications in the fields of document searching, forensics and others. Methods to perform class...
Daniel Barbará, Carlotta Domeniconi, Ning K...
ICDM
2003
IEEE
158views Data Mining» more  ICDM 2003»
14 years 5 months ago
Identifying Markov Blankets with Decision Tree Induction
The Markov Blanket of a target variable is the minimum conditioning set of variables that makes the target independent of all other variables. Markov Blankets inform feature selec...
Lewis Frey, Douglas H. Fisher, Ioannis Tsamardinos...
ICDM
2003
IEEE
136views Data Mining» more  ICDM 2003»
14 years 5 months ago
T-Trees, Vertical Partitioning and Distributed Association Rule Mining
Frans Coenen, Paul H. Leng, Shakil Ahmed
ICDM
2003
IEEE
107views Data Mining» more  ICDM 2003»
14 years 5 months ago
Objective and Subjective Algorithms for Grouping Association Rules
We propose two algorithms for grouping and summarizing association rules. The first algorithm recursively groups rules according to the structure of the rules and generates a tre...
Aijun An, Shakil M. Khan, Xiangji Huang
ICDM
2003
IEEE
184views Data Mining» more  ICDM 2003»
14 years 5 months ago
Analyzing High-Dimensional Data by Subspace Validity
We are proposing a novel method that makes it possible to analyze high dimensional data with arbitrary shaped projected clusters and high noise levels. At the core of our method l...
Amihood Amir, Reuven Kashi, Nathan S. Netanyahu, D...
ICDM
2003
IEEE
160views Data Mining» more  ICDM 2003»
14 years 5 months ago
Indexing and Mining Free Trees
Tree structures are used extensively in domains such as computational biology, pattern recognition, computer networks, and so on. In this paper, we present an indexing technique f...
Yun Chi, Yirong Yang, Richard R. Muntz
ICDM
2003
IEEE
118views Data Mining» more  ICDM 2003»
14 years 5 months ago
Links Between Kleinberg's Hubs and Authorities, Correspondence Analysis, and Markov Chains
In this work, we show that Kleinberg’s hubs and authorities model is closely related to both correspondence analysis, a well-known multivariate statistical technique, and a parti...
François Fouss, Marco Saerens, Jean-Michel ...