Case-Based Reasoning Research and Development

.- The Changing Shape of Case-Based Reasoning: A Topic-Level Analysis & Call-to-Action for Modern CBR.

.- Exploring Embedding Spaces for Case-Based Reasoning: Geometry, Coherence, and Human Alignment.

.- An adaptation-guided and efficient case retrieval approach based on a dichotomy of the case space.

.- Failure-Aware Matching-Based Adaptation for Generalisable Reuse.

.- Case-Based Adaptation and Retrieval-Augmented Self-Reflection for Multi-Label Classification.

.- An Empirical Investigation of Bias and Unfairness in Case-Based Adaptation.

.- Hierarchical Contrastive Learning with Explanation-Aware Training for Case-Based APT Recognition.

.- Combining Deep Learning and Large Language Models for Retrieval-Based Image Classification.

.- SSNN-XCBR: A Siamese-Spiking Neural Network Architecture for Audio Case-Based Explanations.

.- Case-Based Interpretability in Graph-Level Anomaly Detection via Contrast with Normal Prototypes.

.- Explanation of Similarities in Temporal Case-Based Reasoning by Visualization.

.- Explaining AlignLLM: Case Alignment in LLM-as-a-Judge Systems.

.- Component-Aware Case Retrieval for Professional Ethics with Ontology-Constrained LLM Extraction.

.- GenWriter 2.0: A Hybrid Case-Based and LLM Rewriting Approach for Mitigating Implicit Gender Cues in Text.

.- Top-Down Hyperbolic Case Retrieval for Few-Shot Hierarchical Ordinal Text Classification.

.- Case-Based Prompt Learning for SO2 Pump Scheduling.

.- Hallucinations Considered Helpful: Increasing Case Base Competence with LLM-Hallucinated Cases.

.- Keep Adaptation Simple: Implicit vs. Explicit Adaptation for LLM-Based CBR.

.- TextBFGS: A Case-Based Reasoning Approach to Code Optimization via Error-Operator Retrieval.

.- NegLLM: Enhancing Strategic LLM Negotiation Agents with Case-Based Reasoning.

.- Beyond Trajectory: Explicit Case-Based Memory for Decision-Making in Multimodal GUI Agents.

.- Retrieving Precedents, Adapting Tool Plans, and Revising Judgments: Case-Based Reasoning for Zero-shot Multimodal Harmful Content Detection.

.- Case-Based Calibration of Adaptive Reasoning and Execution for LLM Tool Use.

.- ProtoCase: Case-Based Repair for LLM-Generated Security Protocol Models.

.- From Redundancy to Precision: A CBR-Aligned Compressed Tree-based Case Repository for Enhancing Large Language Model Reasoning.

.- InterruptSense: Uncertainty-Aware Multimodal CBR for Interruptibility Detection in Knowledge Work.

.- IceCBR: Climate-Aware Case Adaptation for Non-Stationary Arctic Sea-Ice Forecasting.

.- A Large-Small Model Coordination Framework based on Tactical Case-Based Reasoning Reward Machine for Adversarial Game Scenarios.

.- Case-Based Causal Reasoning for Elite Basketball Decision Support: A Human-in-the-Loop Approach to Clutch-Time Strategy Recommendation.

.- A Case-Based Reasoning System for Meteorological Event Analysis Integrating Multi-Source Observational Data.

.- Case-Based Identification of Anti-Coagulation Therapy for Pregnant Women Using Approximation and Interpolation of Sequences.

.- Knowledge-Guided Generative Adaptation in Case-Based Reasoning for Automatic Art Exhibition Generation.

.- CBR-PAR: LLM-Augmented Case-Based Reasoning for Provenance-Based Alert Reduction.

.- Vision-Based Retrieval of Semantic Workflows in Process-Oriented Case-Based Reasoning.

.- Neuro-Symbolic Temporal Reasoning: A Hybrid Case-Based Approach for Robust Expiration Date Recognition.

.- Challenges and Support Potentials in the Development of CBR Applications.