A. Shome

Search results

• 2024

  Data vs. Model Machine Learning Fairness Testing: An Empirical Study

  Shome, A., Cruz, L. & Van Deursen, A., 2024, Proceedings - 2024 ACM/IEEE 46th International Conference on Software Engineering: Companion, ICSE-Companion 2024. IEEE, p. 366-367 2 p. (Proceedings - International Conference on Software Engineering).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Model 100%
  • Machine Learning 100%
  • Testing 100%
  • testing 100%
  • machine learning 100%
  18 Downloads (Pure)
• 2023

  Towards Understanding Machine Learning Testing in Practise

  Shome, A., Cruz, L. & Van Deursen, A., 2023, Proceedings - 2023 IEEE/ACM 2nd International Conference on AI Engineering - Software Engineering for AI, CAIN 2023. IEEE, p. 117-118 2 p. (Proceedings - 2023 IEEE/ACM 2nd International Conference on AI Engineering - Software Engineering for AI, CAIN 2023).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • testing 100%
  • machine learning 100%
  • gain 33%
  • information 33%
  • Program Debugging 25%
  29 Downloads (Pure)
• 2022

  Data Smells in Public Datasets

  Shome, A., Cruz, L. & Deursen, A. V., 2022, Proceedings - 1st International Conference on AI Engineering - Software Engineering for AI, CAIN 2022. IEEE, p. 205-216 12 p. (Proceedings - 1st International Conference on AI Engineering - Software Engineering for AI, CAIN 2022).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Artificial Intelligence 100%
  • Data Quality Issue 100%
  • datasets 100%
  • data 100%
  • Data Smells 100%
  10 Citations (Scopus)

  57 Downloads (Pure)