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KDD
1997
ACM
113views Data Mining» more  KDD 1997»
14 years 22 days ago
A Guided Tour through the Data Mining Jungle
Animportantsuccessfactor for the field of KDDlies in the developmentand integration of methodsfor supporting the construction and execution of KDDprocesses. Crucial aspects in thi...
Robert Engels, Guido Lindner, Rudi Studer
CIDM
2007
IEEE
14 years 2 months ago
K2GA: Heuristically Guided Evolution of Bayesian Network Structures from Data
— We present K2GA, an algorithm for learning Bayesian network structures from data. K2GA uses a genetic algorithm to perform stochastic search, while employing a modified versio...
Eli Faulkner
GECCO
2003
Springer
113views Optimization» more  GECCO 2003»
14 years 1 months ago
Predicate Expression Cost Functions to Guide Evolutionary Search for Test Data
Several researchers are using evolutionary search methods to search for test data with which to test a program. The fitness or cost function depends on the test goal but almost in...
Leonardo Bottaci
INFOCOM
2006
IEEE
14 years 2 months ago
Sketch Guided Sampling - Using On-Line Estimates of Flow Size for Adaptive Data Collection
— Monitoring the traffic in high-speed networks is a data intensive problem. Uniform packet sampling is the most popular technique for reducing the amount of data the network mo...
Abhishek Kumar, Jun Xu
ACSAC
2006
IEEE
14 years 2 months ago
Back to the Future: A Framework for Automatic Malware Removal and System Repair
Malware is software with malicious intent. Besides viruses and worms, spyware, adware, and other newer forms of malware have recently emerged as widely-spread threats to system se...
Francis Hsu, Hao Chen, Thomas Ristenpart, Jason Li...