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Titlebook: Software Analysis, Testing, and Evolution; 8th International Co Lei Bu,Yingfei Xiong Conference proceedings 2018 Springer Nature Switzerlan

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What Strokes to Modify in the Painting? Code Changes Prediction for Object-Oriented Softwareg testing and maintenance have become a practical research challenge. In this paper, we employ an approach that can identify the change-proneness in the source code of new object-oriented software releases and predict the corresponding change sizes. We first define two metrics, namely Class Change M
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How Reliable Is Your Outsourcing Service for Data Mining? A Metamorphic Method for Verifying the Resime and memory consumption in association rules mining is from its first step - frequent itemsets mining. With the development of cloud computing, outsourcing this task to third-party service providers will save efforts in system development, deployment, operation, etc. Outsourcing, however, actuall
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Mining Function Call Sequence Patterns Across Different Versions of the Project for Defect Detection in the process of programming, they may introduce software defects. Mining programming rules for detecting defect is an effective way to alleviate this problem. However, previous works suffer from a large number of candidate rules and suspicious defects which need manual validation. This issue affe
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