Amritanshu Agrawal
Amritanshu Agrawal
PhD North Carolina State University
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What is wrong with topic modeling? And how to fix it using search-based software engineering
A Agrawal, W Fu, T Menzies
Information and Software Technology 98, 74-88, 2018
Is" better data" better than" better data miners"? on the benefits of tuning SMOTE for defect prediction
A Agrawal, T Menzies
Proceedings of the 40th International Conference on Software engineering …, 2018
We don't need another hero? the impact of" heroes" on software development
A Agrawal, A Rahman, R Krishna, A Sobran, T Menzies
Proceedings of the 40th international conference on software engineering …, 2018
How to “dodge” complex software analytics
A Agrawal, W Fu, D Chen, X Shen, T Menzies
IEEE Transactions on Software Engineering 47 (10), 2182-2194, 2019
Finding trends in software research
G Mathew, A Agrawal, T Menzies
IEEE Transactions on Software Engineering, 2018
What is the connection between issues, bugs, and enhancements? Lessons learned from 800+ software projects
R Krishna, A Agrawal, A Rahman, A Sobran, T Menzies
Proceedings of the 40th international conference on software engineering …, 2018
Characterizing the influence of continuous integration: empirical results from 250+ open source and proprietary projects
A Rahman, A Agrawal, R Krishna, A Sobran
Proceedings of the 4th ACM SIGSOFT International Workshop on Software …, 2018
Better software analytics via “DUO”: Data mining algorithms using/used-by optimizers
A Agrawal, T Menzies, LL Minku, M Wagner, Z Yu
Empirical Software Engineering 25, 2099-2136, 2020
Data-driven search-based software engineering
V Nair, A Agrawal, J Chen, W Fu, G Mathew, T Menzies, L Minku, ...
Proceedings of the 15th International Conference on Mining Software …, 2018
Simpler hyperparameter optimization for software analytics: Why, how, when?
A Agrawal, X Yang, R Agrawal, R Yedida, X Shen, T Menzies
IEEE Transactions on Software Engineering 48 (8), 2939-2954, 2021
Trends in topics at SE conferences (1993-2013)
G Mathew, A Agrawal, T Menzies
2017 IEEE/ACM 39th International Conference on Software Engineering …, 2017
Why software projects need heroes (lessons learned from 1100+ projects)
S Majumder, J Chakraborty, A Agrawal, T Menzies
arXiv preprint arXiv:1904.09954, 2019
The" BigSE" project: lessons learned from validating industrial text mining
R Krishna, Z Yu, A Agrawal, M Dominguez, D Wolf
Proceedings of the 2nd International Workshop on BIG Data Software …, 2016
Building better quality predictors using” ϵ− dominance”
W Fu, T Menzies, D Chen, A Agrawal
arXiv preprint arXiv:1803.04608, 2018
Is AI different for SE?
A Agrawal, T Menzies
NC State Univ., Aug 26, 2019
Can You Explain That, Better? Comprehensible Text Analytics for SE Applications
A Agrawal, H Tu, T Menzies
arXiv preprint arXiv:1804.10657, 2018
On the nature of software engineering data (implications of ε-dominance in software engineering)
A Agrawal
North Carolina State University, 2019
Pipelining acoustic model training for speech recognition using storm
D Sitaram, H Srinivasaraghavan, K Agarwal, A Agrawal, N Joshi, D Ray
2013 Fifth International Conference on Computational Intelligence, Modelling …, 2013
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