Amritanshu Agrawal
Conference Proceedings
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Is “Better Data” Better than “Better Data Miners”? (Benefits of Tuning SMOTE for Defect Prediction). International Conference on Software Engineering, 2018. [Link]
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Presented my paper at ICSE'18 [Link]​.
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We Don't Need Another Hero? The Impact of “Heroes" on Software Development”. International Conference on Software Engineering, SEIP track, 2018. [Link]
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​Presented my paper at ICSE-SEIP'18 [Link]​.
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What is the Connection Between Issues, Bugs, and Enhancements? (Lessons Learned from 800+ Software Projects). International Conference on Software Engineering, SEIP track, 2018. [Link]
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Data-Driven Search-based Software Engineering. Mining Software Repository 2018. [Link]
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"Trends in topics at SE conferences (1993--2013)." Proceedings of the 39th International Conference on Software Engineering Companion. IEEE Press, 2017. [Link]
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"Hyperparameter Optimization of Learners for Educational Datasets". Educational Data Mining, 2018.
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"Pipelining Acoustic Model Training for Speech Recognition Using Storm." In Computational Intelligence, Modelling and Simulation (CIMSim), 2013 Fifth International Conference on, pp. 219-224. IEEE, 2013. [Link]
Journal
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Better Software Analytics via "DUO": Data Mining Algorithms Using/Used-by Optimizers. Empirical Software Engineering 2020. [Link]
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How to “Dodge” Software Analytics? Transactions of Software Engineering, 2019. [Link]
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A Method for Finding Trends in Software Research. Transactions of Software Engineering, 2018. [Link]
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What is Wrong With Topic Modeling? And How To Fix it Using Search-based SE. Information and Software Technology Journal 2018. [Link]
Workshop
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Characterizing The Influence of Continuous Integration: Empirical Results from 250+ Open Source and Proprietary Projects. FSE Swan Workshop, 2018[Link]
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"The BigSE project: lessons learned from validating industrial text mining." In Proceedings of the 2nd International Workshop on BIG Data Software Engineering, pp. 65-71. ACM, 2016. [Link]
PrePrints