ICCBR-WS 2024

Table of Contents

• 1-1 PDF
  
• 2-2 PDF
  
• Large Language Models as Knowledge Engineers 3-18 PDF
  Florian Brand, Ralph Bergmann, Lukas Malburg
• A Case-Based Persistent Memory for a Large Language Model (short paper) 19-25 PDF
  Ian Watson
• Prompt Memoried LLMs with 'What, Why, and How' to Reason Implicit Emotions 26-38 PDF
  Wei Cheng (disambiguation), Hailin Cheng, Hejin Liu, Pengyu Li (disambiguation), Juan Wen, Zhenglin Cai
• 39-39 PDF
  
• Testing Most Distant Neighbor (MDN) Variants for Semi-Factual Explanations in XAI (short paper) 40-48 PDF
  Saugat Aryal, Mark T. Keane
• Counterfactual Explanation of a Classification Model for Detecting SQL Injection Attacks 49-64 PDF
  Juan A. Recio-García, Mauricio Gabriel Orozco-del-Castillo, Brian A. Cumi-Guzman, Alejandro D. Espinosa-Chim
• Explainable Classification System for Hip Fractures: A Hybrid CBR+LLM Surrogate Approach 65-80 PDF
  Marius Ciurcau, Belén Díaz-Agudo, Alejandro Paz-Olalla, Enrique Queipo-de-Llano, Juan A. Recio-García
• 81-81 PDF
  
• A Mental Health Picture of Young Students in Yucatán 82-95 PDF
  Gandhi Hernández-Chan, Matilde Jiménez-Coello, Manuel Sosa-Correa, Marisol Villanueva-Escalante, Sally Vanega-Romero
• Optimizing Vehicle Trajectories and Ensuring Pedestrian Safety in Complex Traffic 96-111 PDF
  Qing Yu (disambiguation), Yaoyong Zhou, Jiaqi Zeng, Wushour Slamu, Zhenwei Xu
• Cognitive Behavioral Intervention for Depression through Digital Tools: Case Study in Adolescent (short paper) 112-120 PDF
  Jesus Moo Estrella, Paulina Campos Romero, Maria Jose Campos Mota, Orlando Francisco Gil Llanes
• Classification of Dead Trees in Urban Parks Using Aerial Imagery and Convolutional Neural Networks 121-130 PDF
  William Orozco-González, León Dozal, Paola Andrea Mejia-Zuluaga, Mauricio Gabriel Orozco-del-Castillo, Juan Carlos Valdiviezo-Navarro
• Exploring Correlations between Navigational Behaviors and Psychological Responses in Self-Reported Questionnaires Using Classification Trees 131-142 PDF
  Mauricio Gabriel Orozco-del-Castillo, Nora L. Cuevas-Cuevas, Esperanza C. Orozco-del-Castillo, Pedro A. G. Ortiz-Sánchez, Raúl A. Novelo-Cruz, Jesús Sandoval-Gio
• Mental Health and Spirituality among Undergraduates in Yucatán: An Exploratory Data Analysis Approach 143-156 PDF
  Pedro A. G. Ortiz-Sánchez, Jesús Sandoval-Gio, Esperanza C. Orozco-del-Castillo, Nora L. Cuevas-Cuevas, Carlos Bermejo-Sabbagh, Mauricio Gabriel Orozco-del-Castillo
• Spatio-Temporal Graph Neural Network with Hidden Confounders for Causal Forecast 157-169 PDF
  Xinxin Luo, Wei Yin (disambiguation), Zhuang Li (disambiguation)
• Automated Detection of Type II Focal Cortical Dysplasia Guided by Low-Density Electroencephalogram 170-180 PDF
  Shuang Wang (disambiguation), Haibin Shen, Cong Chen (disambiguation), Lingqi Ye, Kejie Huang, Ruifeng Zheng
• M-MNet for Cancer Classification by Constructing Somatic Mutation Map 181-191 PDF
  Xin Chen (disambiguation), Fenghui Liu, Chenxu Quan, Tie Yun, Lin Qi 0001
• A Conditional Generative Adversarial Networks-Augmented Case-Based Reasoning Framework for Crop Yield Predictions with Time-Series Remote Sensing Data 192-205 PDF
  Dong Chen (disambiguation), Ziyue Zhang (disambiguation), Yanbing Bai
• A Case-Based Reasoning Framework Augmented with Causal Graph Bayesian Networks for Multi-Hazard Assessment of Earthquake Impacts 206-219 PDF
  Yanbing Bai, Erick Mas, Yuxin Li (disambiguation), Zimeng Yuan, Ruyi Qi, Yiding Dou, Jiaming Zhang (disambiguation), Shunichi Koshimura
• Online Nigerian Languages Word-Level Character Recognition Using Deep Transfer Learning (short paper) 220-227 PDF
  Afeez Adekunle Soladoye, Adedayo A. Sobowale, Ibrahim Adeyanju, Bolaji Omodunbi
• 228-229 PDF
  
• Exploring a Hybrid Case-Based Reasoning Approach for Time Series Adaptation in Predictive Maintenance (short paper) 230-235 PDF
  Alexander Schultheis
• Semi-Factual Explanations in AI (short paper) 236-240 PDF
  Saugat Aryal
• LLM Reliability and CBR: How Case-Based Reasoning Can Improve the Performance of Large Language Models (short paper) 241-245 PDF
  Kaitlynne Wilkerson
• Building Context Cases: Adding Contextual Information to Objects in Images (short paper) 246-250 PDF
  Lawrence Gates