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» Visual data mining and analysis of software repositories
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MSR
2006
ACM
15 years 3 months ago
Predicting defect densities in source code files with decision tree learners
With the advent of open source software repositories the data available for defect prediction in source files increased tremendously. Although traditional statistics turned out t...
Patrick Knab, Martin Pinzger, Abraham Bernstein
IPPS
2007
IEEE
15 years 4 months ago
A Performance Prediction Framework for Grid-Based Data Mining Applications
For a grid middleware to perform resource allocation, prediction models are needed, which can determine how long an application will take for completion on a particular platform o...
Leonid Glimcher, Gagan Agrawal
SOFTVIS
2003
ACM
15 years 2 months ago
Visualization of Program-Execution Data for Deployed Software
Software products are often released with missing functionality, errors, or incompatibilities that may result in failures in the field, inferior performances, or, more generally,...
Alessandro Orso, James A. Jones, Mary Jean Harrold
KDD
1997
ACM
128views Data Mining» more  KDD 1997»
15 years 1 months ago
An Interactive Visualization Environment for Data Exploration
Exploratory data analysis is a process of sifting through data in search of interesting information or patterns. Analysts’ current tools for exploring data include database mana...
Mark Derthick, John Kolojejchick, Steven F. Roth
MSR
2006
ACM
15 years 3 months ago
Using software birthmarks to identify similar classes and major functionalities
Software birthmarks are unique and native characteristics of every software component. Two components having similar birthmarks indicate that they are similar in functionality, st...
Takeshi Kakimoto, Akito Monden, Yasutaka Kamei, Ha...