Publications
Following is a list of my scientific publications.
[1]
Arumoy Shome, Adam Belloum, Ben van Werkhoven, and Ronald Bruijn. 2020. KM3NeT neutrino detection using deep learning. MSc. thesis. Vrije Universiteit Amsterdam; Universiteit van Amsterdam. Retrieved from https://arumoy.me/km3net/km3net.pdf
[2]
Arumoy Shome, Luís Cruz, and Arie van Deursen. 2022. Data smells in public datasets. In Proceedings of the 1st international conference on AI engineering: Software engineering for AI (CAIN ’22), May 2022. ACM. https://doi.org/10.1145/3522664.3528621
[3]
Arumoy Shome, Luís Cruz, and Arie van Deursen. 2023. Towards understanding machine learning testing in practise. In 2023 IEEE/ACM 2nd international conference on AI engineering – software engineering for AI (CAIN), May 2023. IEEE, 117–118. https://doi.org/10.1109/cain58948.2023.00028
[4]
Arumoy Shome, Luís Cruz, and Arie van Deursen. 2024. Data vs. Model machine learning fairness testing: An empirical study. In International workshop on deep learning for testing and testing for deep learning (DeepTest ’24), 2024. IEEE/ACM. https://doi.org/10.1145/3643786.3648022
[5]
Arumoy Shome, Luis Cruz, and Arie Van Deursen. 2024. Towards automatic translation of machine learning visual insights to analytical assertions. In Proceedings of the third ACM/IEEE international workshop on NL-based software engineering, April 2024. ACM, 29–32. https://doi.org/10.1145/3643787.3648032
[6]
Arumoy Shome, Luı́s Cruz, Diomidis Spinellis, and Arie van Deursen. 2026. It comes in notebooks: Changes and challenges when operationalizing ML prototypes. In Proceedings of the 42nd international conference on software maintenance and evolution (ICSME ’26), 2026. Benevento, Italy.
[7]
Arumoy Shome, Luı́s Cruz, Diomidis Spinellis, and Arie van Deursen. 2026. Characterizing feedback statements in machine learning jupyter notebooks. In Proceedings of the 20th international symposium on empirical software engineering and measurement (ESEM ’26), 2026. Munich, Germany.
[8]
Gjorgji Strezoski, Arumoy Shome, Riccardo Bianchi, Shruti Rao, and Marcel Worring. 2019. ACE: Art, color and emotion. In Proceedings of the 27th ACM international conference on multimedia (MM ’19), October 2019. ACM. https://doi.org/10.1145/3343031.3350588