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Sumon Biswas
Sumon Biswas
Assistant Professor, Case Western Reserve University
Verified email at case.edu - Homepage
Title
Cited by
Cited by
Year
Do the machine learning models on a crowd sourced platform exhibit bias? an empirical study on model fairness
S Biswas, H Rajan
Proceedings of the 28th ACM joint meeting on European software engineering …, 2020
1112020
Fair preprocessing: towards understanding compositional fairness of data transformers in machine learning pipeline
S Biswas, H Rajan
Proceedings of the 29th ACM Joint Meeting on European Software Engineering …, 2021
1062021
The art and practice of data science pipelines: A comprehensive study of data science pipelines in theory, in-the-small, and in-the-large
S Biswas, M Wardat, H Rajan
Proceedings of the 44th International Conference on Software Engineering …, 2022
712022
Cloud based healthcare application architecture and electronic medical record mining: an integrated approach to improve healthcare system
S Biswas, T Akhter, MS Kaiser, SA Mamun
2014 17th international conference on computer and information technology …, 2014
692014
Boa meets python: A boa dataset of data science software in python language
S Biswas, MJ Islam, Y Huang, H Rajan
2019 IEEE/ACM 16th International Conference on Mining Software Repositories …, 2019
412019
Applying ant colony optimization in software testing to generate prioritized optimal path and test data
S Biswas, MS Kaiser, SA Mamun
2015 International Conference on Electrical Engineering and Information …, 2015
412015
Towards Understanding Fairness and its Composition in Ensemble Machine Learning
U Gohar, S Biswas, H Rajan
In 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023
37*2023
Fairify: Fairness verification of neural networks
S Biswas, H Rajan
2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023
272023
23 shades of self-admitted technical debt: An empirical study on machine learning software
D OBrien, S Biswas, S Imtiaz, R Abdalkareem, E Shihab, H Rajan
Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022
142022
Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML
G Nguyen, S Biswas, H Rajan
Proceedings of the 31st ACM joint meeting on European software engineering …, 2023
122023
Are Prompt Engineering and TODO Comments Friends or Foes? An Evaluation on GitHub Copilot
D OBrien, S Biswas, SM Imtiaz, R Abdalkareem, E Shihab, H Rajan
2024 IEEE/ACM 46th International Conference on Software Engineering (ICSE), 2024
32024
An Empirical Study on the Bugs Found while Reusing Pre-trained Natural Language Processing Models
R Pan, S Biswas, M Chakraborty, BD Cruz, H Rajan
arXiv preprint arXiv:2212.00105, 2022
22022
Towards Safe ML-Based Systems in Presence of Feedback Loops
S Biswas, Y She, E Kang
Proceedings of the 1st International Workshop on Dependability and …, 2023
12023
An unusual case of blackwater fever
S Biswas, P Chakraborty, M Chakraborty
Indian Journal of Medical Microbiology 34 (3), 2016
12016
Understanding and reasoning fairness in machine learning pipelines
S Biswas
Iowa State University, 2022
2022
Understanding unfairness and its mitigation in open-source machine learning models
S Biswas
Iowa State University, 2021
2021
A secure data security infrastructure for small organization in cloud computing
MBT Noor, S Biswas
2015 International Conference on Electrical Engineering and Information …, 2015
2015
Cloud Modeling and Electronic Medical Record Mining: An Integrated Approach to Improve Healthcare System
S Biswas
Jahangirnagar University, 2015
2015
ACM Student Research Competition (SRC)
M Bano, L Jiang, A Shokri, A Grubb, A Hess, AG Neiat, C Arora, C Bird, ...
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