Amritanshu Agrawal

Mathew, G., Agrawal, A., & Menzies, T. (2023). Finding Trends in Software Research. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 49(4), 1397–1410. https://doi.org/10.1109/TSE.2018.2870388

Agrawal, A., Yang, X., Agrawal, R., Yedida, R., Shen, X., & Menzies, T. (2021). Simpler Hyperparameter Optimization for Software Analytics: Why, How, When. IEEE Transactions on Software Engineering, 48(8), 1–1. https://doi.org/10.1109/TSE.2021.3073242

Agrawal, A., Menzies, T., Minku, L. L., Wagner, M., & Yu, Z. (2020). Better software analytics via "DUO": Data mining algorithms using/used-by optimizers. EMPIRICAL SOFTWARE ENGINEERING, 25(3), 2099–2136. https://doi.org/10.1007/s10664-020-09808-9

Rahman, A., Agrawal, A., Krishna, R., & Sobran, A. (2018). Characterizing the Influence of Continuous Integration. PROCEEDINGS OF THE 4TH ACM SIGSOFT INTERNATIONAL WORKSHOP ON SOFTWARE ANALYTICS (SWAN'18), pp. 8–14. https://doi.org/10.1145/3278142.3278149

Nair, V., Agrawal, A., Chen, J., Fu, W., Mathew, G., Menzies, T., … Yu, Z. (2018). Data-Driven Search-based Software Engineering. 2018 IEEE/ACM 15TH INTERNATIONAL CONFERENCE ON MINING SOFTWARE REPOSITORIES (MSR), pp. 341–352. https://doi.org/10.1145/3196398.3196442

Agrawal, A., & Menzies, T. (2018). Is "Better Data" Better Than "Better Data Miners"? On the Benefits of Tuning SMOTE for Defect Prediction. PROCEEDINGS 2018 IEEE/ACM 40TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE), pp. 1050–1061. https://doi.org/10.1145/3180155.3180197

Agrawal, A., Fu, W., & Menzies, T. (2018). What is wrong with topic modeling? And how to fix it using search-based software engineering. INFORMATION AND SOFTWARE TECHNOLOGY, 98, 74–88. https://doi.org/10.1016/j.infsof.2018.02.005