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ORCID33rd ICCBR 2025: Biarritz, France
- Isabelle Bichindaritz
, Beatriz López:
Case-Based Reasoning Research and Development - 33rd International Conference, ICCBR 2025, Biarritz, France, June 30 - July 3, 2025, Proceedings. Lecture Notes in Computer Science 15662, Springer 2025, ISBN 978-3-031-96558-6
Invited Talk
- Ralph Bergmann, Florian Brand, Mirko Lenz, Lukas Malburg:
EXAR: A Unified Experience-Grounded Agentic Reasoning Architecture. 3-17
CBR and Generative AI Synergies
- Ramitha Abeyratne, Nirmalie Wiratunga, Kyle Martin, Ikechukwu Nkisi-Orji, Lasal Jayawardena:
AlignLLM: Alignment-Based Evaluation Using Ensemble of LLMs-as-Judges for Q&A. 21-36 - Ángel Bastardo-Rojas, Marta Caro-Martínez:
Visual Question Answering to Generate Case-Based Explanations for Image Classification. 37-51 - Xiaoyu Ge, Jiao Xu:
Integrating Case-Based Reasoning with LLM for Expense Fraud Detection. 52-66 - Fethi Ghazouani, Franco Giustozzi, Florence Le Ber:
LLM-Driven Case-Base Populating for Structuring and Integrating Restoration Experiences. 67-80 - Mario González-Monge, Belén Díaz-Agudo, Juan A. Recio-García:
Explaining Translational Embedding Models in Recommender Systems Using Knowledge Graphs and Language Models. 81-95 - Xinyu Hu, Li Tong, Jian Yang, Lingtao Xue, Kai Huang, Gang Xiao:
Fuzzy Symbolic Reasoning for Few-Shot KBQA: A CBR-Inspired Generative Approach. 96-110 - Lasal Jayawardena, Anne Liret, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji, Bruno Fleisch:
Context Driven Multi-query Resolution Using LLM-RAG to Support the Revision of Explainability Needs. 111-125 - Mirko Lenz, Maximilian Hoffmann, Ralph Bergmann:
LLsiM: Large Language Models for Similarity Assessment in Case-Based Reasoning. 126-141 - Hongzhe Liu, Quan Liu, Lan Wu, Meilong Shi, Zhiming Cui:
Offline-to-Online: Case-Based Knowledge Distillation with Large Language Models for Reinforcement Learning. 142-156 - Tolga Tel, Mirjam Minor:
Utilizing the Structure of Process Models for Guided Generation of Explanatory Texts. 157-171 - Haoxi Zhan, Youlin Wu, Jian Ding, Bo Xu, Liang Yang, Hongfei Lin:
Case-Based Reasoning in Generative Agents: Review and Prospect. 172-186
Theoretical or Methodological CBR Research
- Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García:
Evaluating Objective Metrics for Time Series Model Explainability. 189-203 - Nicolas François, Jean Lieber:
A Knowledge Representation Approach for Reasoning with Adaptation Rules. 204-219 - Thomas Gabel:
Efficient Case Retrieval Using Dropout Similarity Highway Multigraphs. 220-235 - Maxim Hotz, Lukas Malburg, Ralph Bergmann:
Advanced Search Techniques for Determining Optimal Sequences of Adaptation Rules in Process-Oriented Case-Based Reasoning. 236-251 - Guillermo Jiménez-Díaz, Mirko Lenz, Lukas Malburg, Belén Díaz-Agudo, Ralph Bergmann:
A Framework for Supporting the Iterative Design of CBR Applications. 252-266 - Pierre-Alexandre Murena:
Two-Agent Case-Based Reasoning for Prediction. 267-281 - Kent R. Østrem, Athanasios Lentzas, Ibrahim A. Hameed, Evi Zouganeli:
Towards Non-programmed Robotic Manipulation of Novel Tasks Using GA-Driven CBR. 282-297 - Zongyuan Tan, Hongya Wang, Bo Xu, Minjie Luo, Ming Du:
Fast Locality Sensitive Hashing with Theoretical Guarantee. 298-312 - Vibhas Vats, Zachary Wilkerson, Hiroki Sato, David Leake, David Crandall:
Learning Case Features with Proxy-Guided Deep Neural Networks. 313-327 - Justin Weich, Alexander Schultheis, Maximilian Hoffmann, Ralph Bergmann:
Integration of Time Series Embedding for Efficient Retrieval in Case-Based Reasoning. 328-344 - Zachary Wilkerson, David Leake, David Crandall, Benjamin Wilkerson:
Extracting Features with Deep Learning for Ensemble-Driven Case-Based Classification. 345-359
Applied CBR Research
- Isabelle Bichindaritz, Landon Berrios, Mayur Desai:
CBRinR Multitask Multiomics Case-Based Reasoning in Bioinformatics. 363-377 - Dandan Cui, Jianwei Guo, Ping Liu, Xiangning Zhang, Weijie Liu:
Case-Based Causal Reasoning for Elite Sport Training. 378-391 - Toufik Hamadouche, Gérard Guédon, Nathalie Leblond-Bourget, Jean Lieber, Thibaud Limbach:
Representing Expert Reasoning Experience by Process Cases - Application to the Delimitation of Mobile Genetic Elements in Bacterial Chromosomes. 392-406 - Martin Kuhn, Yannik Warnecke, Daniel Preciado-Marquez, Joscha Grüger, Laura Bley, Michael Storck, Carsten Weishaupt, Ralph Bergmann, Stephan A. Braun:
Clinical Decision Support for Skin Tumor Treatment: A Case-Based Reasoning Approach. 407-422 - Beatriz López, Zsofia Prager, Abel López-Bermejo, Judit Bassols:
Analyzing the Contribution of Sequential Patterns in CBR for Childhood Obesity Prediction. 423-437 - Ronny Seiger, Alexander Schultheis, Ralph Bergmann:
Case-Based Activity Detection from Segmented Internet of Things Data. 438-453 - Sophia Sylvester, Kerstin Bach, Håvard Kallestad:
Explainable Sleep-Wake Recognition Using a Twin XCBR System with Prototypes to Improve Retrieval Efficiency. 454-468 - Haofan Wang, Jarrod Hardy, Farah I. Kandah:
Case-Based Reasoning with Diffusion Model for Ransomware Detection. 469-483
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