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ORCID31st ICCBR 2023: Aberdeen, UK
- Stewart Massie
, Sutanu Chakraborti:
Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, UK, July 17-20, 2023, Proceedings. Lecture Notes in Computer Science 14141, Springer 2023, ISBN 978-3-031-40176-3
CBR and Deep Learning
- David Leake, Zachary Wilkerson, Vibhas Vats, Karan Acharya, David J. Crandall:
Examining the Impact of Network Architecture on Extracted Feature Quality for CBR. 3-18 - Isabelle Bichindaritz, Guanghui Liu:
Synergies Between Case-Based Reasoning and Deep Learning for Survival Analysis in Oncology. 19-33 - Ashish Upadhyay, Stewart Massie:
CBR Assisted Context-Aware Surface Realisation for Data-to-Text Generation. 34-49
Representation and Similarity
- Alexander Schultheis, Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann:
Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization. 53-68 - Mark van der Pas, Remco M. Dijkman, Alp Akçay, Ivo Adan, John Walker:
On-Demand and Model-Driven Case Building Based on Distributed Data Sources. 69-84 - Adwait P. Parsodkar, Deepak P, Sutanu Chakraborti:
The Case for Circularities in Case-Based Reasoning. 85-101 - Yuejia Wu, Jian-tao Zhou:
A Contextual Information-Augmented Probabilistic Case-Based Reasoning Model for Knowledge Graph Reasoning. 102-117 - Andreas Korger, Joachim Baumeister:
Case-Based Sample Generation Using Multi-Armed Bandits. 118-133 - David H. Ménager, Dongkyu Choi:
Hybrid Event Memory as a Case Base for State Estimation in Cognitive Agents. 134-149
CBR and Explainable AI
- Lawrence Gates, David Leake, Kaitlynne Wilkerson:
Cases Are King: A User Study of Case Presentation to Explain CBR Decisions. 153-168 - Anjana Wijekoon, Nirmalie Wiratunga, Kyle Martin, David Corsar, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Derek G. Bridge, Preeja Pradeep, Belén Díaz-Agudo, Marta Caro-Martínez:
CBR Driven Interactive Explainable AI. 169-184 - Humberto Parejas-Llanovarced, Jesus M. Darias, Marta Caro-Martínez, Juan A. Recio-García:
Selecting Explanation Methods for Intelligent IoT Systems: A Case-Based Reasoning Approach. 185-199 - Moisés Fernando Valdez-Ávila, Carlos Bermejo-Sabbagh, Belén Díaz-Agudo, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García:
CBR-fox: A Case-Based Explanation Method for Time Series Forecasting Models. 200-214
Case Base Maintenance
- Shania Mitra, Ditty Mathew, Deepak P, Sutanu Chakraborti:
Group Fairness in Case-Based Reasoning. 217-232 - William Blanzeisky, Pádraig Cunningham:
Addressing Underestimation Bias in CBR Through Case-Base Maintenance. 233-243 - David Leake, Brian Schack:
Towards Addressing Problem-Distribution Drift with Case Discovery. 244-259
Adaptation: Techniques and Application
- Mirko Lenz, Ralph Bergmann:
Case-Based Adaptation of Argument Graphs with WordNet and Large Language Models. 263-278 - Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon, David Corsar:
Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR. 279-293 - Lisa Grumbach, Ralph Bergmann:
A Case-Based Approach for Workflow Flexibility by Deviation. 294-308 - Emmanuel Nauer, Jean Lieber, Mathieu d'Aquin:
Lazy Adaptation Knowledge Learning Based on Frequent Closed Itemsets. 309-324
Case-Based Applications
- Alexander Schultheis, Christian Zeyen, Ralph Bergmann:
An Overview and Comparison of Case-Based Reasoning Frameworks. 327-343 - Eric Astier, Hugo Iopeti, Jean Lieber, Hugo Mathieu Steinbach, Ludovic Yvoz:
Case-Based Cleaning of Text Images. 344-358 - Jakob Michael Schoenborn, Klaus-Dieter Althoff:
A Multi-agent Case-Based Reasoning Intrusion Detection System Prototype. 359-374 - Rian Dolphin, Barry Smyth, Ruihai Dong:
A Case-Based Reasoning Approach to Company Sector Classification Using a Novel Time-Series Case Representation. 375-390 - Yi Yang, Xinjun Mao, Menghan Wu:
An Integrated Approach to Predicting the Influence of Reputation Mechanisms on Q&A Communities. 391-407 - Álvaro Sanz-Ramos, Luis Ariza-López, Cristina Montón-Giménez, Antonio A. Sánchez-Ruiz:
Retrieval of Similar Cases to Improve the Diagnosis of Diabetic Retinopathy. 408-423
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