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29th ICCBR 2021: Salamanca, Spain
- Hayley Borck, Viktor Eisenstadt, Antonio A. Sánchez-Ruiz, Michael Floyd:
Workshops Proceedings for the 29th International Conference on Case-Based Reasoning co-located with the 29th International Conference on Case-Based Reasoning (ICCBR 2021), Salamanca (Spain) / Online, September 13-16, 2021. CEUR Workshop Proceedings 3017, CEUR-WS.org 2021
XCBR: Case-Based Reasoning for the Explanation of Intelligent Systems
- Rosina O. Weber, Prateek Goel, Shideh Shams Amiri, Gideon Simpson:
Longitudinal Distance: Towards Accountable Instance Attribution. 3-15 - Arturo Acuaviva Huertos
, Inmaculada Pérez Garbín, Belén Díaz-Agudo, Antonio A. Sánchez-Ruiz:
Explanations on Smart Stores. 16-27 - Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García:
A Systematic Review on Model-agnostic XAI Libraries. 28-39 - Lawrence Gates, David Leake:
Evaluating CBR Explanation Capabilities: Survey and Next Steps. 40-51 - Prateek Goel, Adam J. Johs, Manil Shrestha, Rosina O. Weber:
Explanation Container in Case-Based Biomedical Question-Answering. 52-62 - Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar:
Actionable Feature Discovery in Counterfactuals using Feature Relevance Explainers. 63-74 - Rosina O. Weber, Manil Shrestha, Adam J. Johs:
Knowledge-based XAI through CBR: There is More to Explanations than Models Can Tell. 75-86
CBR Demos and Showcases
- Nicolas Lasolle, Olivier Bruneau, Jean Lieber, Emmanuel Nauer, Siyana Pavlova:
A System to Assist Semantic Web Data Editing Through the Use of Case-Based Reasoning. 88-89 - Kuruvilla George Aiyankovil, Rosemary Monahan, Diarmuid P. O'Donoghue:
Upcycling Formal Specifications for Similar Implementations with Arís. 90-91 - Jakob Michael Schoenborn, Klaus-Dieter Althoff:
Prototype Application to Detect Malicious Network Traffic with Case-based Reasoning and SEASALT. 92-93 - Moritz Frölich, Leon Römer, Vanessa Schriefer, Tim Kunold, Marcel Gaal, Pascal Reuss, Klaus-Dieter Althoff:
VISAB - a Visualization Tool for CBR Agent Behavior in Games. 94-95
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