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ICDM
2005
IEEE
150views Data Mining» more  ICDM 2005»
14 years 1 months ago
Combining Multiple Clusterings by Soft Correspondence
Combining multiple clusterings arises in various important data mining scenarios. However, finding a consensus clustering from multiple clusterings is a challenging task because ...
Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu
KDD
1995
ACM
108views Data Mining» more  KDD 1995»
13 years 11 months ago
A Statistical Perspective On Knowledge Discovery In Databases
The quest to nd models usefully characterizing data is a process central to the scienti c method, and has been carried out on many fronts. Researchers from an expanding number of ...
John F. Elder IV, Daryl Pregibon
ESEM
2007
ACM
13 years 9 months ago
Mining Software Evolution to Predict Refactoring
Can we predict locations of future refactoring based on the development history? In an empirical study of open source projects we found that attributes of software evolution data ...
Jacek Ratzinger, Thomas Sigmund, Peter Vorburger, ...
PST
2004
13 years 9 months ago
Syntax-based Vulnerability Testing of Frame-based Network Protocols
Syntax-based vulnerability testing is a static black-box testing method for protocol implementations. It involves testing the Implementation Under Test (IUT) with a large number o...
Oded Tal, Scott Knight, Tom Dean
KDD
2005
ACM
153views Data Mining» more  KDD 2005»
14 years 8 months ago
Improving discriminative sequential learning with rare--but--important associations
Discriminative sequential learning models like Conditional Random Fields (CRFs) have achieved significant success in several areas such as natural language processing, information...
Xuan Hieu Phan, Minh Le Nguyen, Tu Bao Ho, Susumu ...