Tag : Explainable

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Working in contexts for which transparency is important: A recordkeeping view of Explainable Artificial Intelligence (XAI)

Newsemia
Bunn, J; (2020) Working in contexts for which transparency is important: A recordkeeping view of Explainable Artificial Intelligence (XAI). Records Management Journal 10.1108/RMJ-08-2019-0038 . (In...
AI/ML

Interestingness Elements for Explainable Reinforcement Learning: Understanding Agents' Capabilities and Limitations. (arXiv:1912.09007v1 [cs.LG])

Newsemia
We propose an explainable reinforcement learning (XRL) framework that analyzes an agent’s history of interaction with the environment to extract interestingness elements that help explain...
AI/ML

Explainable artificial intelligence for breast cancer: A visual case-based reasoning approach.

Newsemia
Related Articles Explainable artificial intelligence for breast cancer: A visual case-based reasoning approach. Artif Intell Med. 2019 Mar;94:42-53 Authors: Lamy JB, Sekar B, Guezennec G,...
AI/ML

Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI. (arXiv:1902.01876v1 [cs.AI])

Newsemia
This is an integrative review that address the question, “What makes for a good explanation?” with reference to AI systems. Pertinent literatures are vast. Thus,...
AI/ML

Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI. (arXiv:1902.01876v1 [cs.AI])

Newsemia
This is an integrative review that address the question, “What makes for a good explanation?” with reference to AI systems. Pertinent literatures are vast. Thus,...
AI/ML

Explainable Artificial Intelligence (Part 2) – Model Interpretation Strategies – The Predictive Analytics Times

Newsemia
Explainable Artificial Intelligence (Part 2) – Model Interpretation Strategies  The Predictive Analytics Times This article is a continuation in my series of articles aimed at ‘Explainable...

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