Md Johirul Islam

According to our database, Md Johirul Islam authored at least 9 papers between 2017 and 2022.

Collaborative distances:

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

2022

Manas: Mining Software Repositories to Assist AutoML.

Giang Nguyen, Md Johirul Islam, Rangeet Pan, Hridesh Rajan

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2021

Semantics and Anomaly Preserving Sampling Strategy for Large-Scale Time Series Data.

Shibbir Ahmed, Md Johirul Islam, Hridesh Rajan

Trans. Data Sci., 2021

2020

Repairing deep neural networks: fix patterns and challenges.

Md Johirul Islam, Rangeet Pan, Giang Nguyen, Hridesh Rajan

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

2019

What Do Developers Ask About ML Libraries? A Large-scale Study Using Stack Overflow.

Md Johirul Islam, Hoan Anh Nguyen, Rangeet Pan, Hridesh Rajan

CoRR, 2019

Identifying Classes Susceptible to Adversarial Attacks.

Rangeet Pan, Md Johirul Islam, Shibbir Ahmed, Hridesh Rajan

CoRR, 2019

A comprehensive study on deep learning bug characteristics.

Md Johirul Islam, Giang Nguyen, Rangeet Pan, Hridesh Rajan

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Boa meets python: a boa dataset of data science software in python language.

Sumon Biswas, Md Johirul Islam, Yijia Huang, Hridesh Rajan

Proceedings of the 16th International Conference on Mining Software Repositories, 2019

2018

A Cyberinfrastructure for BigData Transportation Engineering.

Md Johirul Islam, Anuj Sharma, Hridesh Rajan

CoRR, 2018

2017

Sentiment analysis of twitter data.

Hamid Bagheri, Md Johirul Islam

CoRR, 2017