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ASC
2008
15 years 7 months ago
Dynamic data assigning assessment clustering of streaming data
: Discovering interesting patterns or substructures in data streams is an important challenge in data mining. Clustering algorithms are very often applied to identify single substr...
Olga Georgieva, Frank Klawonn
MSR
2005
ACM
16 years 11 days ago
Towards a taxonomy of approaches for mining of source code repositories
Source code version repositories provide a treasure of information encompassing the changes introduced in the system throughout its evolution. These repositories are typically man...
Huzefa H. Kagdi, Michael L. Collard, Jonathan I. M...
MSR
2005
ACM
16 years 11 days ago
Repository mining and Six Sigma for process improvement
In this paper, we propose to apply artifact mining in a global development environment to support measurement based process management and improvement, such as SEI/CMMI’s GQ(I)M...
Michael VanHilst, Pankaj K. Garg, Christopher Lo
MSR
2010
ACM
15 years 12 months ago
THEX: Mining metapatterns from java
—Design patterns are codified solutions to common object-oriented design (OOD) problems in software development. One of the proclaimed benefits of the use of design patterns is...
Daryl Posnett, Christian Bird, Premkumar T. Devanb...
KDD
2008
ACM
172views Data Mining» more  KDD 2008»
16 years 7 months ago
Structured metric learning for high dimensional problems
The success of popular algorithms such as k-means clustering or nearest neighbor searches depend on the assumption that the underlying distance functions reflect domain-specific n...
Jason V. Davis, Inderjit S. Dhillon