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» Mining Design Patterns from C Source Code
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SIGKDD
2010
125views more  SIGKDD 2010»
14 years 6 months ago
A framework for mining interesting pattern sets
This paper suggests a framework for mining subjectively interesting pattern sets that is based on two components: (1) the encoding of prior information in a model for the data min...
Tijl De Bie, Kleanthis-Nikolaos Kontonasios, Eirin...
CSMR
2000
IEEE
15 years 4 months ago
Architectural Design Recovery using Data Mining Techniques
This paper presents a technique for recovering the high level design of legacy software systems according to user defined architectural plans. Architectural plans are represented...
Kamran Sartipi, Kostas Kontogiannis, Farhad Mavadd...
ICSM
2002
IEEE
15 years 4 months ago
Documenting Pattern Use in Java Programs
Design patterns are widely recognized as important software development methods. Their use as software understanding tools, though generally acknowledged has been scarcely explore...
Marco Torchiano
KDD
2009
ACM
269views Data Mining» more  KDD 2009»
16 years 6 days ago
Frequent pattern mining with uncertain data
In this paper, we will examine the frequent pattern mining for uncertain data sets. We will show how the broad classes of algorithms can be extended to the uncertain data setting....
Charu C. Aggarwal, Yan Li, Jianyong Wang, Jing Wan...
83
Voted
IWPC
2002
IEEE
15 years 4 months ago
Mining System-User Interaction Traces for Use Case Models
While code understanding is the primary program comprehension activity, it is quite challenging to recognize the application requirements from code, since they have usually been o...
Mohammad El-Ramly, Eleni Stroulia, Paul G. Sorenso...