An AI Framework for Modelling and Evaluating Attribution Methods in Enhanced Machine Learning Interpretability

Author:

Cuzzocrea Alfredo1,Alahy Ratul Qudrat E2,Belmerabet Islam1,Serra Edoardo2

Affiliation:

1. University of Calabria,iDEA Lab,Rende,Italy

2. Boise State University,Computer Science Dept.,Boise,Idaho,United States

Publisher

IEEE

Reference49 articles.

1. European Commission. Algorithmic Awareness-Building 2018,2019

2. Machine Learning: The Power and Promise of Computers that Learn by Example,2019

3. Developing Transparent Credit Risk Scorecards More Effectively: An Explainable Artificial Intelligence Approach;fahner;Data Analytics 2018,2018

4. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

5. Portuguese National Initiative on Digital Skills. AI Portugal 2030,2019

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