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» Detecting similar Java classes using tree algorithms
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CVPR
2009
IEEE
15 years 18 days ago
Dictionary-Free Categorization of Very Similar Objects via Stacked Evidence Trees
Current work in object categorization discriminates among objects that typically possess gross differences which are readily apparent. However, many applications require making ...
Andrew Moldenke, Asako Yamamuro, David A. Lytle, E...
IRI
2008
IEEE
13 years 12 months ago
Compound record clustering algorithm for design pattern detection by decision tree learning
Recovering design patterns applied in a system can help refactoring the system. Machine learning algorithms have been successfully applied in mining data patterns. However, one of...
Jing Dong, Yongtao Sun, Yajing Zhao
DEXAW
2006
IEEE
111views Database» more  DEXAW 2006»
13 years 11 months ago
Finding Syntactic Similarities Between XML Documents
Detecting structural similarities between XML documents has been the subject of several recent work, and the proposed algorithms mostly use tree edit distance between the correspo...
Davood Rafiei, Daniel L. Moise, Dabo Sun
KDD
2009
ACM
163views Data Mining» more  KDD 2009»
14 years 6 months ago
Large-scale graph mining using backbone refinement classes
We present a new approach to large-scale graph mining based on so-called backbone refinement classes. The method efficiently mines tree-shaped subgraph descriptors under minimum f...
Andreas Maunz, Christoph Helma, Stefan Kramer
PEPM
2007
ACM
13 years 11 months ago
Behavioral similarity matching using concrete source code templates in logic queries
Program query languages and pattern-detection techniques are an essential part of program analysis and manipulation systems. Queries and patterns permit the identification of the...
Coen De Roover, Theo D'Hondt, Johan Brichau, Carlo...