Improving generalizability of ML-enabled software through domain specification

Author:

Barzamini Hamed1,Rahimi Mona1,Shahzad Murteza1,Alhoori Hamed1

Affiliation:

1. Northern Illinois University

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference77 articles.

1. [n.d.]. Onelook Dictionary Search. https://www.onelook.com/. Accessed: 2020-02-08. [n.d.]. Onelook Dictionary Search. https://www.onelook.com/. Accessed: 2020-02-08.

2. Impact of Dataset Size on Classification Performance: An Empirical Evaluation in the Medical Domain

3. Hessam Bagherinezhad , Maxwell Horton , Mohammad Rastegari , and Ali Farhadi . 2018. Label refinery: Improving imagenet classification through label progression. arXiv preprint arXiv:1805.02641 ( 2018 ). Hessam Bagherinezhad, Maxwell Horton, Mohammad Rastegari, and Ali Farhadi. 2018. Label refinery: Improving imagenet classification through label progression. arXiv preprint arXiv:1805.02641 (2018).

4. SURF: Speeded Up Robust Features

5. Christopher M Bishop. 2006. Pattern recognition and machine learning. springer. Christopher M Bishop. 2006. Pattern recognition and machine learning . springer.

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2. B-AIS: An Automated Process for Black-box Evaluation of Visual Perception in AI-enabled Software against Domain Semantics;Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering;2022-10-10

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