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Foundations and Advances in Data Mining [2005]

1
The Mathematics of Learning: Dealing with Data <Superscript>*</Superscript>
21
Logical Regression Analysis: From Mathematical Formulas to Linguistic Rules
63
A Feature/Attribute Theory for Association Mining and Constructing the Complete Feature Set
79
A New Theoretical Framework for K-Means-Type Clustering
97
Clustering Via Decision Tree Construction
125
Incremental Mining on Association Rules
163
Mining Association Rules from Tabular Data Guided by Maximal Frequent Itemsets
183
Sequential Pattern Mining by Pattern-Growth: Principles and Extensions<Superscript>*</Superscript>
221
Web Page Classification<Superscript>*</Superscript>
275
Web Mining – Concepts, Applications and Research Directions
309
Privacy-Preserving Data Mining
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