Bridging the gap between ML solutions and their business requirements using feature interactions

Author:

Barash Guy1,Farchi Eitan2,Jayaraman Ilan3,Raz Orna2,Tzoref-Brill Rachel2,Zalmanovici Marcel2

Affiliation:

1. Western Digital, Israel

2. IBM Research, Israel

3. IBM, India

Publisher

ACM

Cited by 12 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Differential testing for machine learning: an analysis for classification algorithms beyond deep learning;Empirical Software Engineering;2023-01-24

2. Towards Perspective-Based Specification of Machine Learning-Enabled Systems;2022 48th Euromicro Conference on Software Engineering and Advanced Applications (SEAA);2022-08

3. Combination Frequency Differencing for Identifying Design Weaknesses in Physical Unclonable Functions;2022 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW);2022-04

4. SliceTeller : A Data Slice-Driven Approach for Machine Learning Model Validation;IEEE Transactions on Visualization and Computer Graphics;2022

5. A software engineering perspective on engineering machine learning systems: State of the art and challenges;Journal of Systems and Software;2021-10

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