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ORCID32nd ICCBR 2024: Mérida, Mexico
- Lukas Malburg:
Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), Mérida, Mexico, July 1, 2024. CEUR Workshop Proceedings 3708, CEUR-WS.org 2024
CBR-LLM: Case-Based Reasoning and Large Language Model Synergies
- Florian Brand, Lukas Malburg, Ralph Bergmann:
Large Language Models as Knowledge Engineers. 3-18 - Ian Watson:
A Case-Based Persistent Memory for a Large Language Model (short paper). 19-25 - Wei Cheng, Pengyu Li, Hejin Liu, Hailin Cheng, Zhenglin Cai, Juan Wen:
Prompt Memoried LLMs with 'What, Why, and How' to Reason Implicit Emotions. 26-38
XCBR: Workshop on Case-Based Reasoning for the Explanation of Intelligent Systems
- Saugat Aryal, Mark T. Keane:
Testing Most Distant Neighbor (MDN) Variants for Semi-Factual Explanations in XAI (short paper). 40-48 - Brian A. Cumi-Guzman, Alejandro D. Espinosa-Chim, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García:
Counterfactual Explanation of a Classification Model for Detecting SQL Injection Attacks. 49-64 - Enrique Queipo-de-Llano, Marius Ciurcau, Alejandro Paz-Olalla, Belén Díaz-Agudo, Juan A. Recio-García:
Explainable Classification System for Hip Fractures: A Hybrid CBR+LLM Surrogate Approach. 65-80
AI Track: Special Track on AI for Socio-Ecological Welfare
- Gandhi Samuel Hernández-Chan, Matilde Jiménez-Coello, Manuel Sosa-Correa, Sally Vanega-Romero, Marisol Villanueva-Escalante:
A Mental Health Picture of Young Students in Yucatán. 82-95 - Zhenwei Xu, Jiaqi Zeng, Yaoyong Zhou, Qing Yu, Wushouer Silamu:
Optimizing Vehicle Trajectories and Ensuring Pedestrian Safety in Complex Traffic. 96-111 - Orlando Francisco Gil Llanes, Jesus Moo Estrella, Paulina Campos Romero, Maria Jose Campos Mota:
Cognitive Behavioral Intervention for Depression through Digital Tools: Case Study in Adolescent (short paper). 112-120 - William Orozco-González, Juan Carlos Valdiviezo-Navarro, Mauricio Gabriel Orozco-del-Castillo, Paola Andrea Mejia-Zuluaga, León Dozal:
Classification of Dead Trees in Urban Parks Using Aerial Imagery and Convolutional Neural Networks. 121-130 - Raúl A. Novelo-Cruz, Mauricio Gabriel Orozco-del-Castillo, Esperanza C. Orozco-del-Castillo, Nora L. Cuevas-Cuevas, Pedro A. G. Ortiz-Sánchez, Jesús Sandoval-Gio:
Exploring Correlations between Navigational Behaviors and Psychological Responses in Self-Reported Questionnaires Using Classification Trees. 131-142 - Nora L. Cuevas-Cuevas, Esperanza C. Orozco-del-Castillo, Mauricio Gabriel Orozco-del-Castillo, Pedro A. G. Ortiz-Sánchez, Carlos Bermejo-Sabbagh, Jesús Sandoval-Gio:
Mental Health and Spirituality among Undergraduates in Yucatán: An Exploratory Data Analysis Approach. 143-156 - Xinxin Luo, Wei Yin, Zhuang Li:
Spatio-Temporal Graph Neural Network with Hidden Confounders for Causal Forecast. 157-169 - Ruifeng Zheng, Cong Chen, Lingqi Ye, Shuang Wang, Haibin Shen, Kejie Huang:
Automated Detection of Type II Focal Cortical Dysplasia Guided by Low-Density Electroencephalogram. 170-180 - Chenxu Quan, Xin Chen, Fenghui Liu, Lin Qi, Yun Tie:
M-MNet for Cancer Classification by Constructing Somatic Mutation Map. 181-191 - Yanbing Bai, Dong Chen, Ziyue Zhang:
A Conditional Generative Adversarial Networks-Augmented Case-Based Reasoning Framework for Crop Yield Predictions with Time-Series Remote Sensing Data. 192-205 - Yiding Dou, Jiaming Zhang, Yuxin Li, Ruyi Qi, Zimeng Yuan, Yanbing Bai, Erick Mas, Shunichi Koshimura:
A Case-Based Reasoning Framework Augmented with Causal Graph Bayesian Networks for Multi-Hazard Assessment of Earthquake Impacts. 206-219 - Afeez Adekunle Soladoye, Ibrahim Adepoju Adeyanju, Bolaji Abijail Omodunbi, Adedayo A. Sobowale:
Online Nigerian Languages Word-Level Character Recognition Using Deep Transfer Learning (short paper). 220-227
ICCBR Doctoral Consortium 2024
- Alexander Schultheis:
Exploring a Hybrid Case-Based Reasoning Approach for Time Series Adaptation in Predictive Maintenance (short paper). 230-235 - Saugat Aryal:
Semi-Factual Explanations in AI (short paper). 236-240 - Kaitlynne Wilkerson:
LLM Reliability and CBR: How Case-Based Reasoning Can Improve the Performance of Large Language Models (short paper). 241-245 - Lawrence Gates:
Building Context Cases: Adding Contextual Information to Objects in Images (short paper). 246-250
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