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» Crime Pattern Detection Using Data Mining
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IWPC
2007
IEEE
16 years 20 days ago
Detecting Interaction Coupling from Task Interaction Histories
A repository of task structures can reveal important latent knowledge about the development of a software system. Although approaches have been proposed to recover artifacts withi...
Lijie Zou, Michael W. Godfrey, Ahmed E. Hassan
KDD
2008
ACM
199views Data Mining» more  KDD 2008»
16 years 6 months ago
Building semantic kernels for text classification using wikipedia
Document classification presents difficult challenges due to the sparsity and the high dimensionality of text data, and to the complex semantics of the natural language. The tradi...
Pu Wang, Carlotta Domeniconi
ICDM
2008
IEEE
96views Data Mining» more  ICDM 2008»
16 years 25 days ago
Filling in the Blanks - Krimp Minimisation for Missing Data
Many data sets are incomplete. For correct analysis of such data, one can either use algorithms that are designed to handle missing data or use imputation. Imputation has the bene...
Jilles Vreeken, Arno Siebes
IMC
2006
ACM
16 years 10 days ago
Approximate fingerprinting to accelerate pattern matching
Pattern matching and analysis over network data streams is increasingly becoming an essential primitive of network monitoring systems. It is a fundamental part of most intrusion d...
Ramaswamy Ramaswamy, Lukas Kencl, Gianluca Iannacc...
ACMACE
2010
ACM
15 years 1 months ago
Exploiting MMORPG log data toward efficient RMT player detection
To detect players who are engaged in real-money trading (RMT) in massively multi-player online role-playing games (MMORPGs), behavior of players was analyzed using log data of a c...
Hiroshi Itsuki, Asuka Takeuchi, Atsushi Fujita, Hi...