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» Design Pattern Mining Enhanced by Machine Learning
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ICSM
2005
IEEE
13 years 11 months ago
Design Pattern Mining Enhanced by Machine Learning
Design patterns present good solutions to frequently occurring problems in object-oriented software design. Thus their correct application in a system’s design may significantl...
Rudolf Ferenc, Árpád Beszédes...
SIGCSE
2006
ACM
188views Education» more  SIGCSE 2006»
13 years 11 months ago
A data mining course for computer science: primary sources and implementations
An undergraduate elective course in data mining provides a strong opportunity for students to learn research skills, practice data structures, and enhance their understanding of a...
David R. Musicant
COLING
2008
13 years 6 months ago
Other-Anaphora Resolution in Biomedical Texts with Automatically Mined Patterns
This paper proposes an other-anaphora resolution approach in bio-medical texts. It utilizes automatically mined patterns to discover the semantic relation between an anaphor and a...
Bin Chen, Xiaofeng Yang, Jian Su, Chew Lim Tan
IRI
2008
IEEE
13 years 11 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
ECML
2001
Springer
13 years 9 months ago
Symbolic Discriminant Analysis for Mining Gene Expression Patterns
Jason H. Moore, Joel S. Parker, Lance W. Hahn