Building Trust in Interactive Machine Learning via User Contributed Interpretable Rules

Author:

Guo Lijie1,Daly Elizabeth M.2,Alkan Oznur2,Mattetti Massimiliano3,Cornec Owen2,Knijnenburg Bart1

Affiliation:

1. School of Computing, Clemson University, United States and School of Computing, Clemson University, United States

2. IBM Research, Ireland and IBM Research, Ireland

3. Microsoft, Ireland and Microsoft, Ireland

Publisher

ACM

Reference54 articles.

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2. Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)

3. Öznur Alkan , Dennis Wei , Massimiliano Matteti , Rahul Nair , Elizabeth  M Daly , and Diptikalyan Saha . 2022 . FROTE: Feedback Rule-Driven Oversampling for Editing Models. arXiv preprint arXiv:2201.01070(2022). Öznur Alkan, Dennis Wei, Massimiliano Matteti, Rahul Nair, Elizabeth M Daly, and Diptikalyan Saha. 2022. FROTE: Feedback Rule-Driven Oversampling for Editing Models. arXiv preprint arXiv:2201.01070(2022).

4. Power to the People: The Role of Humans in Interactive Machine Learning

5. Nanci Bell and Phyllis Lindamood . 1991. Visualizing and verbalizing: For language comprehension and thinking . Academy of Reading Publications Paso Robles , CA. Nanci Bell and Phyllis Lindamood. 1991. Visualizing and verbalizing: For language comprehension and thinking. Academy of Reading Publications Paso Robles, CA.

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