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1 Six Challenges for Human-AI Co-learning
article 2019    
Author: Bosch, K. van den · Schoonderwoerd, T. · Blankendaal, R. · Neerincx, M.
Keywords: Co-active learning · Explainable AI · Artificial intelligence · Behavioral research · Cognitive systems · Human computer interaction · Active Learning · Human-agent teaming · Hybrid teams · Mental model · Theory of minds · Learning systems
[Abstract]

2 LEAFAGE: Example-based and Feature importance-based Explanations for Black-box ML models
article 2019    
Author: Adhikari, A. · Tax, D.M.J. · Satta, R. · Faeth, M.
Keywords: Empirical study · Example-based reasoning · EXplainable AI · Fuzzy systems · Machine learning · Empirical studies · Example based · Extraction method · Machine learning models · Model approximations · Single decision · State of the art · Problem solving
[Abstract]

3 Using perceptual and cognitive explanations for enhanced human-agent team performance
article 2018    
Author: Neerincx, M.A. · Waa, J. van der · Kaptein, F. · Diggelen, J. van
Keywords: Sociology · Cognitive engineering · Design patterns · Explainable AI · Human-agent teamwork · Ontologies · Human computer interaction · Intelligent agents · Learning systems · Multi agent systems · Ontology · Cognitive engineering · Confidence Measure · Design Patterns · Generic frameworks · Human-agent teamwork · Information processing capability · Interaction design patterns · Multimodal communications · Ergonomics

Search results also available in MS Excel format.

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