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ORCIDKnowledge Graphs for eXplainable Artificial Intelligence, 2020
- Ilaria Tiddi, Freddy Lécué, Pascal Hitzler:
Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, Applications and Challenges. Studies on the Semantic Web 47, IOS Press 2020, ISBN 978-1-64368-080-4 - Nicolas Heist
, Sven Hertling, Daniel Ringler, Heiko Paulheim:
Knowledge Graphs on the Web - An Overview. 3-22 - Shruthi Chari, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness:
Foundations of Explainable Knowledge-Enabled Systems. 23-48 - Federico Bianchi, Gaetano Rossiello, Luca Costabello, Matteo Palmonari, Pasquale Minervini:
Knowledge Graph Embeddings and Explainable AI. 49-72 - Michael Röder, Mohamed Ahmed Sherif, Muhammad Saleem, Felix Conrads, Axel-Cyrille Ngonga Ngomo:
Benchmarking the Lifecycle of Knowledge Graphs. 73-97 - Vito Walter Anelli, Vito Bellini, Tommaso Di Noia, Eugenio Di Sciascio:
Knowledge-Aware Interpretable Recommender Systems. 101-124 - Pasquale Minervini, Matko Bosnjak, Tim Rocktäschel, Sebastian Riedel, Edward Grefenstette:
Differentiable Reasoning on Large Knowledge Bases and Natural Language. 125-142 - Alessandro Oltramari, Jonathan Francis, Cory A. Henson, Kaixin Ma, Ruwan Wickramarachchi:
Neuro-Symbolic Architectures for Context Understanding. 143-160 - Marjan Alirezaie, Martin Längkvist, Amy Loutfi:
Knowledge Representation and Reasoning Methods to Explain Errors in Machine Learning. 161-179 - Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen:
Knowledge-Based Explanations for Transfer Learning. 180-195 - Jiewen Wu, Minh Nguyen, Gia H. Ngo, Nancy F. Chen:
Explanations in Predictive Analytics: Case Studies. 196-212 - Diego Moussallem, René Speck, Axel-Cyrille Ngonga Ngomo:
Generating Explanations in Natural Language from Knowledge Graphs. 213-241 - Shruthi Chari, Daniel M. Gruen, Oshani Seneviratne, Deborah L. McGuinness:
Directions for Explainable Knowledge-Enabled Systems. 245-261 - Mathieu d'Aquin:
The Data Ethics Challenges of Explainable AI and Their Knowledge-Based Solutions. 262-275 - Irene Celino:
Who Is This Explanation for? Human Intelligence and Knowledge Graphs for eXplainable AI. 276-285 - Ilaria Tiddi, Joe Raad:
Managing Identity in Knowledge-Based Explainable Systems. 286-300
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