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» Theoretical Frameworks for Data Mining
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KDD
2002
ACM
96views Data Mining» more  KDD 2002»
14 years 5 months ago
A theoretical framework for learning from a pool of disparate data sources
Shai Ben-David, Johannes Gehrke, Reba Schuller
PKDD
2007
Springer
214views Data Mining» more  PKDD 2007»
13 years 11 months ago
Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework
Abstract. Analysis of privacy-sensitive data in a multi-party environment often assumes that the parties are well-behaved and they abide by the protocols. Parties compute whatever ...
Hillol Kargupta, Kamalika Das, Kun Liu
SIGKDD
2000
57views more  SIGKDD 2000»
13 years 4 months ago
Theoretical Frameworks for Data Mining
Heikki Mannila
DAWAK
2001
Springer
13 years 9 months ago
A Theoretical Framework for Association Mining Based on the Boolean Retrieval Model
Data mining has been defined as the non- trivial extraction of implicit, previously unknown and potentially useful information from data. Association mining is one of the important...
Peter Bollmann-Sdorra, Aladdin Hafez, Vijay V. Rag...
DAWAK
2010
Springer
13 years 3 months ago
Mining Non-redundant Information-Theoretic Dependencies between Itemsets
Abstract. We present an information-theoretic framework for mining dependencies between itemsets in binary data. The problem of closure-based redundancy in this context is theoreti...
Michael Mampaey