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09/17/2020
The Next Big Thing(s) in Unsupervised Machine Learning: Five Lessons from Infant Learning
After a surge in popularity of supervised Deep Learning, the desire to r...
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06/19/2019
An Ontology-based Approach to Explaining Artificial Neural Networks
Explainability in Artificial Intelligence has been revived as a topic of...
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08/21/2018
The What, the Why, and the How of Artificial Explanations in Automated Decision-Making
The increasing incorporation of Artificial Intelligence in the form of a...
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11/10/2017
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation
The study and understanding of human behaviour is relevant to computer s...
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10/02/2017
What Does Explainable AI Really Mean? A New Conceptualization of Perspectives
We characterize three notions of explainable AI that cut across research...
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01/18/2017