| Record Type: |
Electronic resources
: Monograph/item
|
| Title/Author: |
Case-based reasoning research and development/ edited by Isabelle Bichindaritz, Beatriz López. |
| Reminder of title: |
33rd International Conference, ICCBR 2025, Biarritz, France, June 30-July 3, 2025 : proceedings / |
| remainder title: |
ICCBR 2025 |
| other author: |
Bichindaritz, Isabelle. |
| corporate name: |
International Conference on Case-Based Reasoning |
| Published: |
Cham :Springer Nature Switzerland : : 2025., |
| Description: |
xix, 486 p. :ill. (some col.), digital ;24 cm. |
| [NT 15003449]: |
Invited Talk. -- EXAR: A Unified Experience-Grounded Agentic Reasoning Architecture. -- CBR and Generative AI Synergies. -- AlignLLM: Alignment-based Evaluation using Ensemble of LLMs-as-Judges for Q&A. -- Visual Question Answering to Generate Case-Based Explanations for Image Classification. -- Integrating Case-Based Reasoning with LLM for Expense Fraud Detection. -- LLM-Driven Case-Base Populating for Structuring and Integrating Restoration Experiences. -- Explaining Translational Embedding Models in Recommender Systems Using Knowledge Graphs and Language Models. -- Fuzzy Symbolic Reasoning for few-shot KBQA: A CBR-inspired Generative Approach. -- Context Driven Multi-Query Resolution using LLM-RAG to support the Revision of Explainability needs. -- LLsiM: Large Language Models for Similarity Assessment in Case-Based Reasoning. -- Offline-to-Online: Case-Based Knowledge Distillation with Large Language Models for Reinforcement Learning. -- Utilizing the Structure of Process Models for Guided Generation of Explanatory Texts. -- Case-Based Reasoning in Generative Agents: Review and Prospect. -- Theoretical or Methodological CBR Research. -- Evaluating Objective Metrics for Time Series Model Explainability. -- A Knowledge Representation Approach for Reasoning with Adaptation Rules. -- Efficient Case Retrieval Using Dropout Similarity Highway Multigraphs. -- Advanced Search Techniques for Determining Optimal Sequences of Adaptation Rules in Process-Oriented Case-Based Reasoning. -- A Framework for Supporting the Iterative Design of CBR Applications. -- Two-Agent Case-Based Reasoning for Prediction. -- Towards Non-Programmed Robotic Manipulation of Novel Tasks using GA-driven CBR. -- Fast Locality Sensitive Hashing with Theoretical Guarantee. -- Learning CaseØstrem Features with Proxy-Guided Deep Neural Networks. -- Integration of Time Series Embedding for Efficient Retrieval in Case-Based Reasoning. -- Extracting Features with Deep Learning for Ensemble-Driven Case-Based Classification. -- Applied CBR Research. -- CBRinR Multitask Multiomics Case-based Reasoning in Bioinformatics. -- Case-based Causal Reasoning for Elite Sport Training. -- Representing expert reasoning experience by process cases - Application to the delimitation of mobile genetic elements in bacterial chromosomes. -- Clinical Decision Support for Skin Tumor Treatment: A Case-Based Reasoning Approach. -- Analysing the contribution of sequential patterns in CBR for childhood obesity prediction. -- Case-Based Activity Detection from Segmented Internet of Things Data. -- Explainable sleep-wake recognition using a twin XCBR system with prototypes to improve retrieval efficiency. -- Case-Based Reasoning with Diffusion Model for Ransomware Detection. |
| Contained By: |
Springer Nature eBook |
| Subject: |
Case-based reasoning - Congresses. - |
| Online resource: |
https://doi.org/10.1007/978-3-031-96559-3 |
| ISBN: |
9783031965593 |