Amritanshu Agrawal

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 26

Top Topics

Cost Estimation

Software Projects

Top Venues

IEEE Trans. Software Eng.

Inf. Softw. Technol.

Publications

George Mathew, Amritanshu Agrawal, Tim Menzies
Finding Trends in Software Research. IEEE Trans. Software Eng. 49 (4) (2023)
Amritanshu Agrawal, Xueqi Yang, Rishabh Agrawal, Rahul Yedida, Xipeng Shen, Tim Menzies
Simpler Hyperparameter Optimization for Software Analytics: Why, How, When? IEEE Trans. Software Eng. 48 (8) (2022)
Amritanshu Agrawal, Wei Fu, Di Chen, Xipeng Shen, Tim Menzies
How to "DODGE" Complex Software Analytics. IEEE Trans. Software Eng. 47 (10) (2021)
Amritanshu Agrawal, Xueqi Yang, Rishabh Agrawal, Xipeng Shen, Tim Menzies
Simpler Hyperparameter Optimization for Software Analytics: Why, How, When? CoRR (2020)
Amritanshu Agrawal, Tim Menzies, Leandro L. Minku, Markus Wagner, Zhe Yu
Better software analytics via "DUO": Data mining algorithms using/used-by optimizers. Empir. Softw. Eng. 25 (3) (2020)
Suvodeep Majumder, Joymallya Chakraborty, Amritanshu Agrawal, Tim Menzies
Why Software Projects need Heroes (Lessons Learned from 1100+ Projects). CoRR (2019)
Amritanshu Agrawal, Wei Fu, Di Chen, Xipeng Shen, Tim Menzies
How to "DODGE" Complex Software Analytics? CoRR (2019)
Amritanshu Agrawal, Tim Menzies
Is AI different for SE? CoRR (2019)
Amritanshu Agrawal, Tim Menzies, Leandro L. Minku, Markus Wagner, Zhe Yu
Better Software Analytics via "DUO": Data Mining Algorithms Using/Used-by Optimizers. CoRR (2018)
Vivek Nair, Amritanshu Agrawal, Jianfeng Chen, Wei Fu, George Mathew, Tim Menzies, Leandro L. Minku, Markus Wagner, Zhe Yu
Data-driven search-based software engineering. MSR (2018)
Rahul Krishna, Amritanshu Agrawal, Akond Rahman, Alexander Sobran, Tim Menzies
What is the connection between issues, bugs, and enhancements?: lessons learned from 800+ software projects. ICSE (SEIP) (2018)
Amritanshu Agrawal, Wei Fu, Tim Menzies
What is wrong with topic modeling? And how to fix it using search-based software engineering. Inf. Softw. Technol. 98 (2018)
Wei Fu, Tim Menzies, Di Chen, Amritanshu Agrawal
Building Better Quality Predictors Using "ε-Dominance". CoRR (2018)
Amritanshu Agrawal, Tim Menzies
Is "better data" better than "better data miners"?: on the benefits of tuning SMOTE for defect prediction. ICSE (2018)
Akond Rahman, Amritanshu Agrawal, Rahul Krishna, Alexander Sobran
Characterizing the influence of continuous integration: empirical results from 250+ open source and proprietary projects. SWAN@ESEC/SIGSOFT FSE (2018)
Amritanshu Agrawal, Akond Rahman, Rahul Krishna, Alexander Sobran, Tim Menzies
We don't need another hero?: the impact of "heroes" on software development. ICSE (SEIP) (2018)
Vivek Nair, Amritanshu Agrawal, Jianfeng Chen, Wei Fu, George Mathew, Tim Menzies, Leandro L. Minku, Markus Wagner, Zhe Yu
Data-Driven Search-based Software Engineering. CoRR (2018)
Amritanshu Agrawal, Huy Tu, Tim Menzies
Can You Explain That, Better? Comprehensible Text Analytics for SE Applications. CoRR (2018)
Akond Rahman, Amritanshu Agrawal, Rahul Krishna, Alexander Sobran, Tim Menzies
Continuous Integration: The Silver Bullet? CoRR (2017)
George Mathew, Amritanshu Agrawal, Tim Menzies
Trends in topics at SE conferences (1993-2013). ICSE (Companion Volume) (2017)
Rahul Krishna, Amritanshu Agrawal, Akond Rahman, Alexander Sobran, Tim Menzies
What is the Connection Between Issues, Bugs, and Enhancements? (Lessons Learned from 800+ Software Projects). CoRR (2017)
Amritanshu Agrawal, Akond Rahman, Rahul Krishna, Alexander Sobran, Tim Menzies
We Don't Need Another Hero? The Impact of "Heroes" on Software Development. CoRR (2017)
Amritanshu Agrawal, Tim Menzies
"Better Data" is Better than "Better Data Miners" (Benefits of Tuning SMOTE for Defect Prediction). CoRR (2017)
Rahul Krishna, Zhe Yu, Amritanshu Agrawal, Manuel Dominguez, David Wolf
The "BigSE" project: lessons learned from validating industrial text mining. BIGDSE@ICSE (2016)
Amritanshu Agrawal, Wei Fu, Tim Menzies
What is Wrong with Topic Modeling? (and How to Fix it Using Search-based SE). CoRR (2016)
George Mathew, Amritanshu Agrawal, Tim Menzies
Trends in Topics at SE Conferences (1993-2013). CoRR (2016)