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IJNSEC
2006
132views more  IJNSEC 2006»
13 years 8 months ago
Personality Trait Based Simulation Model of the E-mail System
Within the area of criminal and terrorist social network analysis, there is little research being done on analysing the communication behavior of criminal and terrorist groups. In...
Mark Jyn-Huey Lim, Michael Negnevitsky, Jacky Hart...
ICML
2000
IEEE
14 years 9 months ago
Correlation-based Feature Selection for Discrete and Numeric Class Machine Learning
Algorithms for feature selection fall into two broad categories: wrappers that use the learning algorithm itself to evaluate the usefulness of features and filters that evaluate f...
Mark A. Hall
JMLR
2010
117views more  JMLR 2010»
13 years 3 months ago
Exploiting the High Predictive Power of Multi-class Subgroups
Subgroup discovery aims at finding subsets of a population whose class distribution is significantly different from the overall distribution. A number of multi-class subgroup disc...
Tarek Abudawood, Peter A. Flach
KDD
1998
ACM
120views Data Mining» more  KDD 1998»
14 years 21 days ago
Large Datasets Lead to Overly Complex Models: An Explanation and a Solution
This paper explores unexpected results that lie at the intersection of two common themes in the KDD community: large datasets and the goal of building compact models. Experiments ...
Tim Oates, David Jensen
ENTCS
2010
88views more  ENTCS 2010»
13 years 5 months ago
Range and Set Abstraction using SAT
d Set Abstraction using SAT Edd Barrett Andy King School of Computing, University of Kent, CT2 7NF, UK Symbolic decision trees are not the only way to correlate the relationship b...
Edd Barrett, Andy King