ICCBR-WS 2021
ICCBR 2021 Workshop Proceedings

Table of Contents

• Preface and Table of Contents1
  

XCBR: Case-Based Reasoning for the Explanation of Intelligent Systems

• Preface2
  
• Longitudinal Distance: Towards Accountable Instance Attribution 3-15
  Rosina O. Weber, Prateek Goel, Shideh Amiri, Gideon Simpson
• Explanations on Smart Stores 16-27
  Arturo Acuaviva Huertos, Inmaculada Pérez Garbín, Belén Díaz-Agudo, Antonio A. Sánchez-Ruiz
• A Systematic Review on Model-agnostic XAI Libraries 28-39
  Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-Garcia
• Evaluating CBR Explanation Capabilities: Survey and Next Steps 40-51
  Lawrence Gates, David Leake
• Explanation Container in Case-Based Biomedical Question-Answering 52-62
  Prateek Goel, Adam J. Johs, Manil Shrestha, Rosina O. Weber
• Actionable Feature Discovery in Counterfactuals using Feature Relevance Explainers 63-74
  Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar
• Knowledge-based XAI through CBR: There is More to Explanations than Models Can Tell 75-86
  Rosina O. Weber, Manil Shrestha, Adam J. Johs

CBR Demos and Showcases

• Preface87
  
• A System to Assist Semantic Web Data Editing Through the Use of Case-Based Reasoning 88-89
  Nicolas Lasolle, Olivier Bruneau, Jean Lieber, Emmanuel Nauer, Siyana Pavlova
• Upcycling Formal Specifications for Similar Implementations with Arís 90-91
  Kuruvilla George Aiyankovil, Rosemary Monahan, Diarmuid P. O’Donoghue
• Prototype Application to Detect Malicious Network Traffic with Case-based Reasoning and SEASALT 92-93
  Jakob M. Schoenborn, Klaus-Dieter Althoff
• VISAB - a Visualization Tool for CBR Agent Behavior in Games 94-95
  Moritz Frölich, Leon Römer, Vanessa Schriefer, Tim Kunold, Marcel Gaal, Pascal Reuss, Klaus-Dieter Althoff