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ORCID32nd ICCBR 2024: Merida, Mexico
- Juan A. Recio-García
, Mauricio Gabriel Orozco-del-Castillo, Derek Bridge:
Case-Based Reasoning Research and Development - 32nd International Conference, ICCBR 2024, Merida, Mexico, July 1-4, 2024, Proceedings. Lecture Notes in Computer Science 14775, Springer 2024, ISBN 978-3-031-63645-5 - Luigi Portinale:
Integrating kNN Retrieval with Inference on Graphical Models in Case-Based Reasoning. 1-16 - Stuart Gallina Ottersen, Kerstin Bach:
Automatic Adjusting Global Similarity Measures in Learning CBR Systems. 17-32 - Saugat Aryal, Mark T. Keane:
Even-Ifs from If-Onlys: Are the Best Semi-factual Explanations Found Using Counterfactuals as Guides? 33-49 - Lukas Malburg, Maxim Hotz, Ralph Bergmann:
Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation. 50-66 - Guillermo Jiménez-Díaz, Belén Díaz-Agudo:
Visualization of Similarity Models for CBR Comprehension and Maintenance. 67-80 - Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García:
Use Case-Specific Reuse of XAI Strategies: Design and Analysis Through an Evaluation Metrics Library. 81-95 - Jesus M. Darias, Betül Bayrak, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García:
An Empirical Analysis of User Preferences Regarding XAI Metrics. 96-110 - Boda Feng, Hui Gao, Peng Zhang, Jing Zhang:
CBR-Ren: A Case-Based Reasoning Driven Retriever-Generator Model for Hybrid Long-Form Numerical Reasoning. 111-126 - Bingqing Liu:
A Case-Based Reasoning and Explaining Model for Temporal Point Process. 127-142 - Zachary Wilkerson, David Leake, Vibhas Vats, David Crandall:
Extracting Indexing Features for CBR from Deep Neural Networks: A Transfer Learning Approach. 143-158 - Daniel Soto Forero, Marie-Laure Betbeder, Julien Henriet:
Ensemble Stacking Case-Based Reasoning for Regression. 159-174 - Mirjam Minor, Eduard Kaucher:
Retrieval Augmented Generation with LLMs for Explaining Business Process Models. 175-190 - Daniel Soto-Forero, Simha Ackermann, Marie-Laure Betbeder, Julien Henriet:
The Intelligent Tutoring System AI-VT with Case-Based Reasoning and Real Time Recommender Models. 191-205 - Greta Warren, Eoin Delaney, Christophe Guéret, Mark T. Keane:
Explaining Multiple Instances Counterfactually:User Tests of Group-Counterfactuals for XAI. 206-222 - Erwan Diebold, Yan Kabrit, Axel Kril, Jean Lieber, Paul Malvaud, Emmanuel Nauer, Jules Sipp:
Olaaaf: A General Adaptation Prototype. 223-239 - Alexander Schultheis, Lukas Malburg, Joscha Grüger, Justin Weich, Yannis Bertrand, Ralph Bergmann, Estefanía Serral Asensio:
Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing. 240-257 - Jonah Fernandez, Guillem Hernández Guillamet, Cristina Montserrat, Bianca Innocenti, Beatriz López:
Examining the Potential of Sequence Patterns from EEG Data as Alternative Case Representation for Seizure Detection. 258-272 - Lisa Grumbach, Alexander Winzig, Ralph Bergmann:
Towards a Case-Based Support for Responding Emergency Calls. 273-288 - Mirko Lenz, Lukas Malburg, Ralph Bergmann:
CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python. 289-304 - Ruben Gómez Blanco, Adrián Pérez Peinador, Adrián Sanjuan Espejo, Antonio A. Sánchez-Ruiz, Belén Díaz-Agudo:
Experiential Questioning for VQA. 305-320 - Viktor Eisenstadt, Christoph Langenhan, Jessica Bielski, Ralph Bergmann, Klaus-Dieter Althoff:
Autocompletion of Architectural Spatial Configurations Using Case-Based Reasoning, Graph Clustering, and Deep Learning. 321-337 - Ciara Feely, Brian Caulfield, Aonghus Lawlor, Barry Smyth:
A Case-Based Reasoning Approach to Post-injury Training Recommendations for Marathon Runners. 338-353 - Xiaomeng Ye, David Leake, Yu Wang, Ziwei Zhao, David Crandall:
Towards Network Implementation of CBR: Case Study of a Neural Network K-NN Algorithm. 354-370 - Matthew Molineaux, Rosina O. Weber, Michael W. Floyd, David H. Ménager, Othalia Larue, Ursula Addison, Ray Kulhanek, Noah Reifsnyder, Christopher B. Rauch, Mallika Mainali, Anik Sen, Prateek Goel, Justin Karneeb, J. T. Turner, John Meyer:
Aligning to Human Decision-Makers in Military Medical Triage. 371-387 - Anik Sen, Mallika Mainali, Christopher B. Rauch, Ursula Addison, Michael W. Floyd, Prateek Goel, Justin Karneeb, Ray Kulhanek, Othalia Larue, David H. Ménager, Matthew Molineaux, J. T. Turner, Rosina O. Weber:
Counterfactual-Based Synthetic Case Generation. 388-403 - Kaitlynne Wilkerson, David Leake:
On Implementing Case-Based Reasoning with Large Language Models. 404-417 - Dandan Cui, Jianwei Guo, Ping Liu, Xiangning Zhang:
Using Case-Based Causal Reasoning to Provide Explainable Counterfactual Diagnosis in Personalized Sprint Training. 418-429 - Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García, Esperanza C. Orozco-del-Castillo:
Item-Specific Similarity Assessments for Explainable Depression Screening. 430-444 - Nirmalie Wiratunga, Ramitha Abeyratne, Lasal Jayawardena, Kyle Martin, Stewart Massie, Ikechukwu Nkisi-Orji, Ruvan Weerasinghe, Anne Liret, Bruno Fleisch:
CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering. 445-460
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