Software Engineering
Shanto Rahman, Abdelrahman Baz , Sasa Misailovic, August Shi, "Quantizing Large-Language Models for Predicting Flaky Tests", In International Conference on Software Testing, Verification and Validation (ICST 2024) to appear Toronto, Canada, May 2024.
Shanto Rahman, Aaron Massey, Wing Lam, August Shi, and Jonathan Bell. "Automatically Reproducing Timing-Dependent Flaky-Test Failures", In International Conference on Software Testing, Verification and Validation (ICST 2024) to appear Toronto, Canada, May 2024.
Shanto Rahman, and August Shi, "FlakeSync: Automatically Repairing Async Flaky Tests", In International Conference on Software Engineering (ICSE-2024) to appear. Lisbon, Portugal, April 2024. Preprint, PPT
Talank Baral, Shanto Rahman, Bala Naren Chanumolu, Başak Balcı, Tuna Tuncer, August Shi, and Wing Lam. "Optimizing Continuous Development By Detecting and Preventing Unnecessary Content Generation." IEEE/ACM Conference on Automated Software Engineering (ASE 2023), pages to-appear, Kirchberg, Luxembourg, Sept. 2023. Preprint
Shanto Rahman, Chengpeng Li, and August Shi. "TSVD4J: Thread-Safety Violation Detection for Java." In International Conference on Software Engineering, (ICSEDemo'23). Melbourne, Australia, May 2023. Video Demo PPT
Nazneen Akhter, Shanto Rahman, and Kazi Abu Taher. "An Anti-Pattern Detection Technique Using Machine Learning to Improve Code Quality." International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD). IEEE, 2021.
Shanto Rahman, M.M. Rahman, and Kazi Sakib, “A Statement Level Bug Localization Technique using Statement Dependency Graph”. In 13th International Conference on Evaluation of Novel Approaches to Software Engineering ( ENASE), (pp. 171-178). 2017
Shanto Rahman, and Kazi Sakib. “An Appropriate Method Ranking Approach for Localizing Bugs using Minimized Search Space.” In 13th International Conference on Evaluation of Novel Approaches to Software Engineering ( ENASE), pp. 303-309. 2016.
Shanto Rahman, Kishan Kumar Ganguly, and Kazi Sakib. “An improved bug localization using structured information retrieval and version history.” In 18th International Conference on Computer and Information Technology (ICCIT), pp. 190-195. IEEE, 2015.
Machine Learning & Image Processing Based Publication
Shanto Rahman, Md Mostafijur Rahman, Mohammad Abdullah-Al-Wadud, Golam Dastegir Al Quaderi, and Mohammad Shoyaib. “An adaptive gamma correction for image enhancement.” EURASIP Journal on Image and Video Processing 2016, no. 1 (2016): 35.
Md Mostafijur Rahman, Shanto Rahman, and Mohammad Shoyaib. “MCCT: a multi-channel complementary census transform for image classification.” Signal, Image and Video Processing 12, no. 2 (2018): 281-289.
Md Mostafijur Rahman, Shanto Rahman, Rayhanur Rahman, BM Mainul Hossain, and Mohammad Shoyaib. “DTCTH: a discriminative local pattern descriptor for image classification.” EURASIP Journal on Image and Video Processing 2017, no. 1 (2017): 30.
Khalid Hussain, Shanto Rahman, Md Mostafijur Rahman, Shah Mostafa Khaled, M. Abdullah-Al Wadud, Muhammad Asif Hossain Khan, and Mohammad Shoyaib. “A histogram specification technique for dark image enhancement using a local transformation method.” IPSJ Transactions on Computer Vision and Applications 10, no. 1 (2018): 3.
Feroz Mahmud Amil, Shanto Rahman, Md Mostafijur Rahman, and Emon Kumar Dey. “Bilateral Histogram Equalization for Contrast Enhancement.” International Journal of Software Innovation (IJSI) 4, no. 4 (2016): 15-34.
Md Mostafijur Rahman, Shanto Rahman, Emon Kumar Dey, and Mohammad Shoyaib. "A gender recognition approach with an embedded preprocessing." International Journal of Information Technology and Computer Science (IJITCS) 7, no. 7 (2015): 19.
Shanto Rahman, Md Mostafijur Rahman, Khalid Hussain, Shah Mostafa Khaled, and Mohammad Shoyaib. “Image enhancement in spatial domain: A comprehensive study.” In 17th International Conference on Computer and Information Technology (ICCIT), pp. 368-373. IEEE, 2014.
Sadia Khan Rupa, Md Faishal Yousuf, and Shanto Rahman. "Contrast Enhancement using Mode-Separate Histogram Equalization." In 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), pp. 1-6. IEEE, 2019.
SM Sofiqul Islam, Shanto Rahman, Md Mostafijur Rahman, Emon Kumar Dey, and Mohammad Shoyaib. “Application of deep learning to computer vision: A comprehensive study.” In 5th International Conference on Informatics, Electronics and Vision (ICIEV), Dhaka, Bangladesh, pp. 592- 597. IEEE, 2016.
Feroz Mahmud Amil, Md Mostafijur Rahman, Shanto Rahman, Emon Kumar Dey, and Mohammad Shoyaib. “Bilateral histogram equalization with pre-processing for contrast enhancement.” In 17th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), Shanghai, China, pp. 231-236. IEEE, 2016.
Md Mostafijur Rahman, Shanto Rahman, Minhas Kamal, M. Abdullah-Al-Wadud, Emon Kumar Dey, and Mohammad Shoyaib. “Noise adaptive binary pattern for face image analysis.” In 18th International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, pp. 390-395. IEEE, 2015.
Khalid Hussain, Shanto Rahman, Shah Mostofa Khaled, M. Abdullah-Al-Wadud, and Mohammad Shoyaib. “Dark image enhancement by locally transformed histogram.” In 8th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), pp. 1-7. IEEE, 2014.
Book Chapter
Shanto Rahman, Rahman Md. Mostafijur, Sakib Kazi, “An Improved Method Level Bug Localization Approach Using Minimized Code Space”, Evaluation of Novel Approaches to Software Engineering, pp. 179-200, Springer, (2016): 703