ICCBR-WS 2022
ICCBR 2022 Workshop Proceedings

Table of Contents

• Preface and Table of Contents 1-2
  Summary: There were 48 papers submitted for peer-reviews to the workshops. Out of these, 27 papers were accepted for this volume, 20 as regular papers and 7 as short papers.

ATA: Workshop on Analogies: from Theory to Applications

• Preface 3
  
• Sentence Analogies for Text Morphing 4-13
  Zhicheng Pan , Xinbo Zhao , Yves Lepage
• Transferring Learned Models of Morphological Analogy 14-29
  Esteban Marquer , Pierre-Alexandre Murena , Miguel Couceiro
• Extraction of analogies between sentences on the level of syntax using parse trees 30-42
  Yifei Zhou , Rashel Fam , Yves Lepage
• CoAT-APC: When Analogical Proportion-based Classification Meets Case-based Reasoning 43-56
  Fadi Badra , Marie-Jeanne Lesot
• Interactions Between Knowledge Graph-Related Tasks and Analogical Reasoning: A Discussion 57-67
  Pierre Monnin , Miguel Couceiro
• An analogy based framework for patient-stay identification in healthcare 68-80
  Safa Alsaidi , Miguel Couceiro , Esteban Marquer , Sophie Quennelle , Anita Burgun , Nicolas Garcelon , Adrien Coulet
• The Application of Qualitative Metadata to Analogical Reasoning 81-88
  Dave Ragget
• Towards efficient scoring of student-generated long-form analogies in STEM 89-103
  Thilini Wijesiriwardene , Ruwan Wickramarachichi , Valerie L. Shalin , Amit P. Sheth

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

• Preface 104
  
• Unsupervised clustering applied to the optimization of a Case-based Reasoning system for the selection of optimal image explanation methods 105-116
  Esteban E. Brito-Borges , Mauricio G. Orozco-del-Castillo , Juan A. Recio-García
• Conceptual Modelling of Explanation Experiences Through the iSeeOnto Ontology 117-128
  Marta Caro-Martínez , Anjana Wijekoon , Juan A. Recio-García , David Corsar , Ikechukwu Nkisi-Orji
• Applying explanation methods for the iterative refinement of an ANN-based depression screening tool 129-140
  Christian E. Sosa-Espadas , Manuel Cetina-Aguilar , Jose A. Soladrero , Jesus M. Darias , Esteban E. Brito-Borges , Nora L. Cuevas-Cuevas , Mauricio G. Orozco-del-Castillo
• When a CBR in Hand Better than Twins in the Bush 141-152
  Mobyen Uddin Ahmed , Shaibal Barua , Shahina Begum , Mir Riyanul Islam , Rosina O. Weber
• A Case-based Explanation Method for Weather Forecasting 153-164
  Moisés Fernando Valdez-Ávila , Gerardo Arturo Pérez-Pérez , Humberto Sarabia-Osorio , Carlos Bermejo-Sabbagh , Mauricio G. Orozco-del-Castillo
• Activity Recognition and Explanation for Cancer Health Awareness 165-176
  Haylex Borck , Jack Ludwig , Joseph B. Mueller , Steven Johnston , Helen Wauck , Ruta Wheelock , Richard G. Freedman
• Counterfactuals as Explanations for Monotonic Classifiers 177-188
  Sarathi K. , Shania Mitra , Deepak P. , Sutanu Chakraborti
• Generating Counterfactual Images: Towards a C2C-VAE Approach 189-194
  Ziwei Zhao , David Leake , Xiaomeng Ye , David Crandall
• Case-based Explanation: Making the Implicit Explicit 195-200
  David Leake

POCBR: Workshop on Process-Oriented Case-Based Reasoning

• Preface 201
  
• FlexiTeam: Flexible Team and Work Organization using Process-Oriented Case-Based Reasoning (short paper) 201-210
  Ditty Mathew , Ralph Bergmann , Benjamin Weyers , Thomas Ellwart , Dominique Bohrmann , Ericson Hölzchen
• Towards Adaptive Workflow Management by Case-based Reasoning and Automated Planning (short paper) 211-220
  Lukas Malburg , Ralph Bergmann
• Towards Experience-based Assistance for Personal Robotic Process Automation by Process-Oriented Case-based Reasoning (short paper) 220-229
  Christian Zeyen , Rudolf Koch , Sven Schwarz , Heiko Maus , Ralph Bergmann

CBR Demos and Showcases

• Preface 230
  
• iSee: Intelligent Sharing of Explanation Experiences (short paper) 231-232
  Kyle Martin , Anjana Wijekoon , Nirmalie Wiratunga , Chamath Palihawadana , Ikechukwu Nkisi-Orji , David Corsar , Belén Díaz-Agudo , Juan A. Recio-García , Marta Caro-Martínez , Derek Bridge , Preeja Pradeep , Anne Liret , Bruno Fleisch
• Introducing Clood CBR: A Cloud Based CBR Framework (short paper) 233-234
  Chamath Palihawadana , Ikechukwu Nkisi-Orji , Nirmalie Wiratunga , David Corsar , Anjana Wijekoon

XCBR Challenge

• Preface 235
  
• Leveraging SHAP and CBR for Dimensionaltiy Reduction on the Psychology Prediction Dataset (short paper) 236-240
  Zachary Wilkerson , David Leake , David Crandall
• IREX: A reusable process for the iterative refinement and explanation of classification models (short paper) 241-245
  Christian E. Sosa-Espadas , Manuel Cetina-Aguilar , Jose A. Soladrero , Jesus M. Darias , Esteban E. Brito-Borges , Nora L. Cuevas-Cuevas , Mauricio G. Orozco-del-Castillo
• CBR-foX: A generic post-hoc case-based reasoning method for the explanation of time-series forecasting (short paper) 246-250
  Moisés Fernando Valdez-Ávila , Gerardo Arturo Pérez-Pérez , Humberto Sarabia-Osorio , Carlos Bermejo-Sabbagh , Mauricio G. Orozco-del-Castillo
• Explaining your Neighbourhood: A CBR Approach for Explaining Black-Box Models (short paper) 251-255
  Betül Bayrak , Paola Marin-Veites , Kerstin Bach
• Explainable Weather Forecasts Through an LSTM-CBR Twin System (short paper) 256-260
  Craig Pirie , Malavika Suresh , Pedram Salimi , Chamath Palihawadana , Gayani Nanayakkara