Software Analytics
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Recent papers in Software Analytics
In my PhD thesis I argued that we need to make our software analysis tools work beyond individual software systems at the level of software ecosystems. I gave two reasons for this: (1) by analyzing a system in context we can better... more
Machine Learning approaches are good in solving problems that have less information. In most cases, the software domain problems characterize as a process of learning that depend on the various circumstances and changes accordingly. A... more
Nearly every large organization on Earth is involved in software development at some level. Some organizations specialize in software development while other organizations only participate in software development out of necessity. In both... more
Abstract—This position paper argues that fault classification provides vital information for software analytics, and that machine learning techniques such as clustering can be applied to learn a project- (or organization-) specific fault... more
Visual analytics (VA) is an emerging science at the crossroads of data and information visualization, graphics, data mining, and knowledge representation, with many successful applications in engineering, business and finance, security,... more