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ORCID30th ICCBR 2022: Nancy, France
- Pascal Reuss, Jakob Michael Schönborn:
Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), Nancy (France), September 12-15th, 2022. CEUR Workshop Proceedings 3389, CEUR-WS.org 2023
ATA: Workshop on Analogies: from Theory to Applications
- Zhicheng Pan, Xinbo Zhao, Yves Lepage:
Sentence Analogies for Text Morphing. 4-13 - Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro:
Transgerring Learned Models of Morphological Analogy. 14-29 - Yifei Zhou, Rashel Fam, Yves Lepage:
Extraction of analogies between sentences on the level of syntax using parse trees. 30-42 - Fadi Badra, Marie-Jeanne Lesot:
CoAT-APC: When Analogical Proportion-based Classification Meets Case-based Reasoning. 43-56 - Pierre Monnin, Miguel Couceiro:
Interactions Between Knowledge Graph-Related Tasks and Analogical Reasoning: A Discussion. 57-67 - Safa Alsaidi, Miguel Couceiro, Esteban Marquer, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, Adrien Coulet:
An analogy based framework for patient-stay identification in healthcare. 68-80 - Dave Ragget:
The Application of Qualitative Metadata to Analogical Reasoning. 81-88 - Thilini Wijesiriwardene, Ruwan Wickramarachchi, Valerie L. Shalin, Amit P. Sheth:
Towards efficient scoring of student-generated long-form analogies in STEM. 89-103
XCBR: Workshop on Case-Based Reasoning for the Explanation of Intelligent Systems
- Esteban E. Brito-Borges, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García:
Unsupervised clustering applied to the optimization of a Case-based Reasoning system for the selection of optimal image explanation methods. 105-116 - Marta Caro-Martínez, Anjana Wijekoon, Juan A. Recio-García, David Corsar, Ikechukwu Nkisi-Orji:
Conceptual Modelling of Explanation Experiences Through the iSeeOnto Ontology. 117-128 - Christian E. Sosa-Espadas, Manuel Cetina-Aguilar, Jose A. Soladrero, Jesus M. Darias, Esteban E. Brito-Borges, Nora L. Cuevas-Cuevas, Mauricio Gabriel Orozco-del-Castillo:
Applying explanation methods for the iterative refinement of an ANN-based depression screening tool. 129-140 - Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber:
When a CBR in Hand Better than Twins in the Bush. 141-152 - Moisés Fernando Valdez-Ávila, Gerardo Arturo Pérez-Pérez, Humberto Sarabia-Osorio, Carlos Bermejo-Sabbagh, Mauricio Gabriel Orozco-del-Castillo:
A Case-based Explanation Method for Weather Forecasting. 153-164 - Hayley Borck, Jack Ladwig, Joseph B. Mueller, Steven Johnston, Helen Wauck, Ruta Wheelock, Richard G. Freedman:
Activity Recognition and Explanation for Cancer Health Awareness. 165-176 - Sarathi K., Shania Mitra, Deepak P, Sutanu Chakraborti:
Counterfactuals as Explanations for Monotonic Classifiers. 177-188 - Ziwei Zhao, David Leake, Xiaomeng Ye, David J. Crandall:
Generating Counterfactual Images: Towards a C2C-VAE Approach. 189-194 - David Leake:
Case-based Explanation: Making the Implicit Explicit. 195-200
POCBR: Workshop on Process-Oriented Case-Based Reasoning
- Ditty Mathew, Ralph Bergmann, Benjamin Weyers, Thomas Ellwart, Dominique Bohrmann, Ericson Hölzchen:
FlexiTeam: Flexible Team and Work Organization using Process-Oriented Case-Based Reasoning. 201-210 - Lukas Malburg, Ralph Bergmann:
Towards Adaptive Workflow Management by Case-based Reasoning and Automated Planning. 211-220 - Christian Zeyen, Rudolf Koch, Sven Schwarz, Heiko Maus, Ralph Bergmann:
Towards Experience-based Assistance for Personal Robotic Process Automation by Process-Oriented Case-based Reasoning. 220-229
CBR Demos and Showcases
- 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:
iSee: Intelligent Sharing of Explanation Experiences. 231-232 - Chamath Palihawadana, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, David Corsar, Anjana Wijekoon:
Introducing Clood CBR: A Cloud Based CBR Framework. 233-234
XCBR Challenge
- Zachary Wilkerson, David Leake, David Crandall:
Leveraging SHAP and CBR for Dimensionaltiy Reduction on the Psychology Prediction Dataset. 236-240 - Christian E. Sosa-Espadas, Manuel Cetina-Aguilar, Jose A. Soladrero, Jesus M. Darias, Esteban E. Brito-Borges, Nora L. Cuevas-Cuevas, Mauricio Gabriel Orozco-del-Castillo:
IREX: A reusable process for the iterative refinement and explanation of classification models. 241-245 - Moisés Fernando Valdez-Ávila, Gerardo Arturo Pérez-Pérez, Humberto Sarabia-Osorio, Carlos Bermejo-Sabbagh, Mauricio Gabriel Orozco-del-Castillo:
CBR-foX: A generic post-hoc case-based reasoning method for the explanation of time-series forecasting. 246-250 - Betül Bayrak, Paola Marín-Veites, Kerstin Bach:
Explaining your Neighbourhood: A CBR Approach for Explaining Black-Box Models. 251-255 - Craig Pirie, Malavika Suresh, Pedram Salimi, Chamath Palihawadana, Gayani Nanayakkara:
Explainable Weather Forecasts Through an LSTM-CBR Twin System. 256-260
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