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ORCID28th ICCBR 2020: Salamanca, Spain
- Ian Watson
, Rosina O. Weber:
Case-Based Reasoning Research and Development - 28th International Conference, ICCBR 2020, Salamanca, Spain, June 8-12, 2020, Proceedings. Lecture Notes in Computer Science 12311, Springer 2020, ISBN 978-3-030-58341-5
Invited Paper
- Nirmalie Wiratunga, Anjana Wijekoon, Kay Cooper:
Learning to Compare with Few Data for Personalised Human Activity Recognition. 3-14
Technical Session: Workflows
- Christian Zeyen, Ralph Bergmann:
A*-Based Similarity Assessment of Semantic Graphs. 17-32 - Erik Schake, Lisa Grumbach, Ralph Bergmann:
A Time-Series Similarity Measure for Case-Based Deviation Management to Support Flexible Workflow Execution. 33-48 - Giorgio Leonardi, Stefania Montani, Manuel Striani:
Process Trace Classification for Stroke Management Quality Assessment. 49-63
Technical Session: Applications in Health
- Ciara Feely, Brian Caulfield, Aonghus Lawlor, Barry Smyth:
Using Case-Based Reasoning to Predict Marathon Performance and Recommend Tailored Training Plans. 67-81 - Christopher L. Bartlett, Guanghui Liu, Isabelle Bichindaritz:
Classifying Breast Cancer Tissue Through DNA Methylation and Clinical Covariate Based Retrieval. 82-96 - Florent Marie, Julien Henriet, Jean-Christophe Lapayre:
A New Adaptation Phase for Thresholds in a CBR System Associated to a Region Growing Algorithm to Segment Tumoral Kidneys. 97-111 - Barry Smyth, Martijn C. Willemsen:
Predicting the Personal-Best Times of Speed Skaters Using Case-Based Reasoning. 112-126
Technical Session: New Paradigms
- Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Chamath Palihawadana, Juan A. Recio-García, David Corsar:
Clood CBR: Towards Microservices Oriented Case-Based Reasoning. 129-143 - Devi Ganesan, Sutanu Chakraborti:
Holographic Case-Based Reasoning. 144-159
Technical Session: Explanations
- Mark T. Keane, Barry Smyth:
Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI). 163-178 - Juan A. Recio-García, Belén Díaz-Agudo, Victor Pino-Castilla:
CBR-LIME: A Case-Based Reasoning Approach to Provide Specific Local Interpretable Model-Agnostic Explanations. 179-194 - Jose Luis Jorro-Aragoneses, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García:
A User-Centric Evaluation to Generate Case-Based Explanations Using Formal Concept Analysis. 195-210
Technical Session: Deep learning
- Viktor Eisenstadt, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel:
Improved and Visually Enhanced Case-Based Retrieval of Room Configurations for Assistance in Architectural Design Education. 213-228 - Maximilian Hoffmann, Lukas Malburg, Patrick Klein, Ralph Bergmann:
Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. 229-244 - Xiaomeng Ye, David Leake, William Huibregtse, Mehmet M. Dalkilic:
Applying Class-to-Class Siamese Networks to Explain Classifications with Supportive and Contrastive Cases. 245-260
Technical Session: Applications
- Maximiliano Miranda, Antonio A. Sánchez-Ruiz, Federico Peinado:
Building Non-player Character Behaviors By Imitation Using Interactive Case-Based Reasoning. 263-278 - Ashish Upadhyay, Stewart Massie, Sean Clogher:
Case-Based Approach to Automated Natural Language Generation for Obituaries. 279-294 - Divya K. Srivastava, Daniel M. Lofaro, Tristan Schuler, Donald Sofge, David W. Aha:
Case-Based Gesture Interface for Multiagent Formation Control. 295-306
Technical Session: Retrieval and Adaptation
- Yves Lepage, Jean Lieber, Isabelle Mornard, Emmanuel Nauer, Julien Romary, Reynault Sies:
The French Correction: When Retrieval Is Harder to Specify than Adaptation. 309-324 - David Leake, Xiaomeng Ye:
Learning to Improve Efficiency for Adaptation Paths. 325-340
Special Track Challenges and Promises
- David Leake, David J. Crandall:
On Bringing Case-Based Reasoning Methodology to Deep Learning. 343-348 - Thomas C. Eskridge, Troy R. Weekes:
Opportunities for Case-Based Reasoning in Personal Flow and Productivity Management. 349-354
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