Amritanshu Agrawal

According to our database, Amritanshu Agrawal authored at least 19 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Finding Trends in Software Research.

George Mathew, Amritanshu Agrawal, Tim Menzies

IEEE Trans. Software Eng., April, 2023

2022

Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?

Amritanshu Agrawal, Xueqi Yang, Rishabh Agrawal, Rahul Yedida, Xipeng Shen, Tim Menzies

IEEE Trans. Software Eng., 2022

2021

How to "DODGE" Complex Software Analytics.

Amritanshu Agrawal, Wei Fu, Di Chen, Xipeng Shen, Tim Menzies

IEEE Trans. Software Eng., 2021

2020

Better software analytics via "DUO": Data mining algorithms using/used-by optimizers.

Amritanshu Agrawal, Tim Menzies, Leandro L. Minku, Markus Wagner, Zhe Yu

Empir. Softw. Eng., 2020

2019

Is AI different for SE?

Amritanshu Agrawal, Tim Menzies

CoRR, 2019

Why Software Projects need Heroes (Lessons Learned from 1100+ Projects).

Suvodeep Majumder, Joymallya Chakraborty, Amritanshu Agrawal, Tim Menzies

CoRR, 2019

2018

What is wrong with topic modeling? And how to fix it using search-based software engineering.

Amritanshu Agrawal, Wei Fu, Tim Menzies

Inf. Softw. Technol., 2018

Can You Explain That, Better? Comprehensible Text Analytics for SE Applications.

Amritanshu Agrawal, Huy Tu, Tim Menzies

CoRR, 2018

Building Better Quality Predictors Using "ε-Dominance".

Wei Fu, Tim Menzies, Di Chen, Amritanshu Agrawal

CoRR, 2018

Characterizing the influence of continuous integration: empirical results from 250+ open source and proprietary projects.

Akond Rahman, Amritanshu Agrawal, Rahul Krishna, Alexander Sobran

Proceedings of the 4th ACM SIGSOFT International Workshop on Software Analytics, 2018

Data-driven search-based software engineering.

Vivek Nair, Amritanshu Agrawal, Jianfeng Chen, Wei Fu, George Mathew, Tim Menzies, Leandro L. Minku, Markus Wagner, Zhe Yu

Proceedings of the 15th International Conference on Mining Software Repositories, 2018

What is the connection between issues, bugs, and enhancements?: lessons learned from 800+ software projects.

Rahul Krishna, Amritanshu Agrawal, Akond Rahman, Alexander Sobran, Tim Menzies

Proceedings of the 40th International Conference on Software Engineering: Software Engineering in Practice, 2018

We don't need another hero?: the impact of "heroes" on software development.

Amritanshu Agrawal, Akond Rahman, Rahul Krishna, Alexander Sobran, Tim Menzies

Proceedings of the 40th International Conference on Software Engineering: Software Engineering in Practice, 2018

Is "better data" better than "better data miners"?: on the benefits of tuning SMOTE for defect prediction.

Amritanshu Agrawal, Tim Menzies

Proceedings of the 40th International Conference on Software Engineering, 2018

2017

Continuous Integration: The Silver Bullet?

Akond Rahman, Amritanshu Agrawal, Rahul Krishna, Alexander Sobran, Tim Menzies

CoRR, 2017

"Better Data" is Better than "Better Data Miners" (Benefits of Tuning SMOTE for Defect Prediction).

Amritanshu Agrawal, Tim Menzies

CoRR, 2017

Trends in topics at SE conferences (1993-2013).

George Mathew, Amritanshu Agrawal, Tim Menzies

Proceedings of the 39th International Conference on Software Engineering, 2017

2016

What is Wrong with Topic Modeling? (and How to Fix it Using Search-based SE).

Amritanshu Agrawal, Wei Fu, Tim Menzies

CoRR, 2016

The "BigSE" project: lessons learned from validating industrial text mining.

Rahul Krishna, Zhe Yu, Amritanshu Agrawal, Manuel Dominguez, David Wolf

Proceedings of the 2nd International Workshop on BIG Data Software Engineering, 2016