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ICSE
2009
IEEE-ACM
16 years 1 months ago
Mining recurrent activities: Fourier analysis of change events
Within the field of software repository mining, it is common practice to extract change-events from source control systems and then abstract these events to allow for different a...
Abram Hindle, Michael W. Godfrey, Richard C. Holt
PAKDD
2001
ACM
148views Data Mining» more  PAKDD 2001»
15 years 11 months ago
Scalable Hierarchical Clustering Method for Sequences of Categorical Values
Data clustering methods have many applications in the area of data mining. Traditional clustering algorithms deal with quantitative or categorical data points. However, there exist...
Tadeusz Morzy, Marek Wojciechowski, Maciej Zakrzew...
ICSE
2010
IEEE-ACM
15 years 4 months ago
Identifying crosscutting concerns using historical code changes
Detailed knowledge about implemented concerns in the source code is crucial for the cost-effective maintenance and successful evolution of large systems. Concern mining techniques...
Bram Adams, Zhen Ming Jiang, Ahmed E. Hassan
ICDM
2006
IEEE
81views Data Mining» more  ICDM 2006»
16 years 25 days ago
Full Perfect Extension Pruning for Frequent Graph Mining
Mining graph databases for frequent subgraphs has recently developed into an area of intensive research. Its main goals are to reduce the execution time of the existing basic algo...
Christian Borgelt, Thorsten Meinl
ICDM
2005
IEEE
165views Data Mining» more  ICDM 2005»
16 years 12 days ago
Optimizing Constraint-Based Mining by Automatically Relaxing Constraints
In constraint-based mining, the monotone and antimonotone properties are exploited to reduce the search space. Even if a constraint has not such suitable properties, existing algo...
Arnaud Soulet, Bruno Crémilleux