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» Theoretical Frameworks for Data Mining
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KDD
2002
ACM
96views Data Mining» more  KDD 2002»
15 years 10 months ago
A theoretical framework for learning from a pool of disparate data sources
Shai Ben-David, Johannes Gehrke, Reba Schuller
119
Voted
PKDD
2007
Springer
214views Data Mining» more  PKDD 2007»
15 years 4 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»
14 years 10 months ago
Theoretical Frameworks for Data Mining
Heikki Mannila
90
Voted
DAWAK
2001
Springer
15 years 2 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...
85
Voted
DAWAK
2010
Springer
14 years 8 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