Md Johirul Islam

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 11

Top Topics

Mining Software Repositories

Technical Challenges

Top Venues

Trans. Data Sci.

Publications

Giang Nguyen, Md Johirul Islam, Rangeet Pan, Hridesh Rajan
Manas: Mining Software Repositories to Assist AutoML. ICSE (2022)
Shibbir Ahmed, Md Johirul Islam, Hridesh Rajan
Semantics and Anomaly Preserving Sampling Strategy for Large-Scale Time Series Data. Trans. Data Sci. 2 (4) (2021)
Md Johirul Islam, Rangeet Pan, Giang Nguyen, Hridesh Rajan
Repairing Deep Neural Networks: Fix Patterns and Challenges. CoRR (2020)
Md Johirul Islam, Rangeet Pan, Giang Nguyen, Hridesh Rajan
Repairing deep neural networks: fix patterns and challenges. ICSE (2020)
Sumon Biswas, Md Johirul Islam, Yijia Huang, Hridesh Rajan
Boa meets python: a boa dataset of data science software in python language. MSR (2019)
Md Johirul Islam, Giang Nguyen, Rangeet Pan, Hridesh Rajan
A comprehensive study on deep learning bug characteristics. ESEC/SIGSOFT FSE (2019)
Rangeet Pan, Md Johirul Islam, Shibbir Ahmed, Hridesh Rajan
Identifying Classes Susceptible to Adversarial Attacks. CoRR (2019)
Md Johirul Islam, Hoan Anh Nguyen, Rangeet Pan, Hridesh Rajan
What Do Developers Ask About ML Libraries? A Large-scale Study Using Stack Overflow. CoRR (2019)
Md Johirul Islam, Giang Nguyen, Rangeet Pan, Hridesh Rajan
A Comprehensive Study on Deep Learning Bug Characteristics. CoRR (2019)
Md Johirul Islam, Anuj Sharma, Hridesh Rajan
A Cyberinfrastructure for BigData Transportation Engineering. CoRR (2018)
Hamid Bagheri, Md Johirul Islam
Sentiment analysis of twitter data. CoRR (2017)