TS1: CBR and Deep Learning |
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David Leake, Zachary Wilkerson, Vibhas Vats, Karan Acharya and David Crandall
Examining the Impact of Network Architecture on Extracted Feature Quality for CBR |
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Isabelle Bichindaritz and Guanghui Liu
Synergies between Case-based Reasoning and Deep Learning for Survival Analysis in Oncology |
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Ashish Upadhyay and Stewart Massie
CBR Assisted Context-Aware Surface Realisation for Data-to-Text Generation |
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TS2: Representation and Similarity |
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Alexander Schultheis, Maximilian Hoffmann, Lukas Malburg and Ralph Bergmann
Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization |
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Mark van der Pas, Remco Dijkman, Alp Akçay, Ivo Adan and John Walker
On-demand and model-driven case building based on distributed data sources |
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Adwait P. Parsodkar, Deepak P and Sutanu Chakraborti
The Case for Circularities in Case-Based Reasoning |
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TS3: CBR and Explanable AI |
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Lawrence Gates, David Leake and Kaitlynne Wilkerson
Cases are King: A User Study of Case Presentation to Explain CBR Decisions |
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Anjana Wijekoon, Nirmalie Wiratunga, Kyle Martin, David Corsar, Ikechukwu Nkisi-Orji, Chamath Palihawadana, Derek Bridge, Preeja Pradeep, Belen Diaz-Agudo and Marta Caro-Martínez
CBR driven Interactive Explainable AI |
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Humberto Parejas-Llanovarced, Jesus M. Darias, Marta Caro-Martínez and Juan A. Recio-Garcia
Selecting Explanation Methods for Intelligent IoT Systems: a Case-Based Reasoning Approach |
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TS4: Case Base Maintenance |
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Shania Mitra, Ditty Mathew, Deepak P and Sutanu Chakraborti
Group Fairness in Case-Based Reasoning |
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William Blanzeisky and Padraig Cunningham
Addressing Underestimation Bias in CBR through Case-Base Maintenance |
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David Leake and Brian Schack
The Problem Drift Problem and First Steps Towards Addressing It |
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TS5: Adaptation Techniques and Application |
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Mirko Lenz and Ralph Bergmann
Case-Based Adaptation of Argument Graphs with WordNet and Large Language Models |
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Ikechukwu Nkisi-Orji, Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon and David Corsar
Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR |
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Lisa Grumbach and Ralph Bergmann
A Case-Based Approach for Workflow Flexibility by Deviation |
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TS6: CBR Applications |
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Alexander Schultheis, Christian Zeyen and Ralph Bergmann
An Overview and Comparison of Case-Based Reasoning Frameworks |
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Eric Astier, Hugo Iopeti, Jean Lieber, Hugo Mathieu Steinbach and Ludovic Yvoz
Case-Based Cleaning of Text Images |
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Jakob Michael Schoenborn and Klaus-Dieter Althoff
A Multi-agent Case-based Reasoning Intrusion Detection System Prototype |
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Poster Sessions |
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David Menager and Dongkyu Choi
Hybrid Event Memory as a Case Base for State Estimation in Cognitive Agents |
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Yuejia Wu and Jian-Tao Zhou
A Contextual Information-augmented Probabilistic Case-based Reasoning Model for Knowledge Graph Reasoning |
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Andreas Korger and Joachim Baumeister
Case-based Sample Generation using Multi-Armed Bandits |
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Moisés F. Valdez-Ávila, Carlos Bermejo-Sabbagh, Belen Diaz-Agudo, Mauricio Gabriel Orozco-Del- Castillo and Juan A. Recio-Garcia
Case-based Explanation for Time Series Forecasting Models |
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Emmanuel Nauer, Jean Lieber and Mathieu d'Aquin
Lazy Adaptation Knowledge Learning based on Frequent Closed Itemsets |
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Yi Yang, Xinjun Mao and Menghan Wu
An Integrated Approach to Predicting the Influence of Reputation Mechanisms on Q&A Communities |
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Álvaro Sanz-Ramos, Luis Ariza-López, Cristina Montón-Giménez and Antonio A. Sánchez-Ruiz
Retrieval of similar cases to improve the diagnosis of diabetic retinopathy |
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Rian Dolphin, Barry Smyth and Ruihai Dong
A Case-Based Reasoning Approach to Company Sector Classification Using a Novel Time-Series Case Representation |
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