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» Working with Patterns and Code
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134
Voted
KDD
2008
ACM
246views Data Mining» more  KDD 2008»
16 years 3 months ago
Direct mining of discriminative and essential frequent patterns via model-based search tree
Frequent patterns provide solutions to datasets that do not have well-structured feature vectors. However, frequent pattern mining is non-trivial since the number of unique patter...
Wei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Y...
147
Voted
KDD
2007
ACM
151views Data Mining» more  KDD 2007»
16 years 3 months ago
Efficient mining of iterative patterns for software specification discovery
Studies have shown that program comprehension takes up to 45% of software development costs. Such high costs are caused by the lack-of documented specification and further aggrava...
Chao Liu 0001, David Lo, Siau-Cheng Khoo
129
Voted
COMPUTE
2010
ACM
15 years 7 months ago
Mining periodic-frequent patterns with maximum items' support constraints
The single minimum support (minsup) based frequent pattern mining approaches like Apriori and FP-growth suffer from“rare item problem”while extracting frequent patterns. That...
R. Uday Kiran, P. Krishna Reddy
ICSE
2009
IEEE-ACM
16 years 4 months ago
Discovering and representing systematic code changes
Software engineers often inspect program differences when reviewing others' code changes, when writing check-in comments, or when determining why a program behaves differentl...
Miryung Kim, David Notkin
111
Voted
IPPS
2007
IEEE
15 years 9 months ago
Porting the GROMACS Molecular Dynamics Code to the Cell Processor
The Cell processor offers substantial computational power which can be effectively utilized only if application design and implementation are tuned to the Cell architecture. In th...
Stephen Olivier, Jan Prins, Jeff Derby, Ken V. Vu