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» Large Scale Data Mining: Challenges and Responses
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EDBT
2004
ACM
94views Database» more  EDBT 2004»
16 years 6 months ago
Mining Extremely Skewed Trading Anomalies
Trading surveillance systems screen and detect anomalous trades of equity, bonds, mortgage certificates among others. This is to satisfy federal trading regulations as well as to p...
Wei Fan, Philip S. Yu, Haixun Wang
ICDCS
2005
IEEE
15 years 11 months ago
Mixed Consistency Model: Meeting Data Sharing Needs of Heterogeneous Users
Heterogeneous users usually have different requirements as far as consistency of shared data is concerned. This paper proposes and investigates a mixed consistency model to meet t...
Zhiyuan Zhan, Mustaque Ahamad, Michel Raynal
DAWAK
2004
Springer
15 years 11 months ago
A Tree Partitioning Method for Memory Management in Association Rule Mining
All methods of association rule mining require the frequent sets of items, that occur together sufficiently often to be the basis of potentially interesting rules, to be first com...
Shakil Ahmed, Frans Coenen, Paul H. Leng
CIKM
2001
Springer
15 years 9 months ago
SQL Database Primitives for Decision Tree Classifiers
Scalable data mining in large databases is one of today's challenges to database technologies. Thus, substantial effort is dedicated to a tight coupling of database and data ...
Kai-Uwe Sattler, Oliver Dunemann
KDD
2004
ACM
148views Data Mining» more  KDD 2004»
16 years 6 months ago
Fast discovery of connection subgraphs
We define a connection subgraph as a small subgraph of a large graph that best captures the relationship between two nodes. The primary motivation for this work is to provide a pa...
Christos Faloutsos, Kevin S. McCurley, Andrew Tomk...