Artificial Intelligence XLI: 44th SGAI International Conference on Artificial Intelligence, AI 2024, Cambridge, UK, December 17–19, 2024, Proceedings, Part II(15447 Lecture Notes in Computer Science)

About the Book

This two-volume set, LNAI 15446 and LNAI 15447, constitutes the refereed proceedings of the 44th SGAI International Conference on Artificial Intelligence, AI 2024, held in Cambridge, UK, during December 17-19, 2024.

The 36 full papers and 18 short papers presented in these two volumes were carefully reviewed and selected from 80 submissions. Part I includes papers from the Technical stream, whereas Part II includes papers from the Application stream. These volumes are organized into the following topical sections: -

Part I: Neural nets; Deep learning; Large language models; Machine learning; Evolutionary and genetic algorithms; Knowledge management, Short Technical Papers.

Part II: Machine vision; Evaluation of AI systems; Applications of machine learning; Other AI applications, Short Application Papers.

Table of Contents:
.- Application Papers.  .- Adaptive CNN Method For Prostate MR Image Segmentation Using Ensemble Learning. .- Machine Vision.  .- Optimizing Autonomous Vehicle Racing using Reinforcement Learning with Pre-trained Embeddings for Dimensionality Reduction. .- Semantic Segmentation for Landslide Detection using Segformer. .- Vision-Based Human Fall Detection using 3D Neural Networks. .- Drone-Assisted Infrared Thermography and Machine Learning for Enhanced Photovoltaic Defect Detection: A Comparative Study of ViTs and YOLOv8. .- Evaluation of AI Systems. .- Evaluating Algorithms for Missing Value Imputation in Real Battery Data. .- Using Pseudo Cases and Stratified Case-Based Reasoning to Generate and Evaluate Training Adjustments for Marathon Runners. .- Applications of Machine Learning.  .- Emotion Detection in Hindi language using GPT and BERT. .- Classification and Recommendation of Mental Health Assistance Events Using an RNN-LSTM, Fast-and-Frugal Trees and Weighted Sum System. .- Digit Detection: Localizing and Convoluting. .- Djinn - Data Journalism Interface for Newsgathering and Notifications. .- Advancing Financial Text Sentiment Analysis with Deep Learning and Ensemble Models. .- Other AI Applications.  .- Explaining a Staff Rostering Problem using Partial Solutions. .- Formalise Regulations for Autonomous Vehicles with Right-Open Temporal Deontic Defeasible Logic. .- SLANGO - The Initial Blueprint of Privacy-Oriented Legal Query Assistance: Exploring the potential of Retrieval Augmented Generation for German Law using SPR. .- Short Application Papers.  .- An Ensemble Modelling of Feature Engineering and Predictions for Enhanced Fake News Detection. .- A Child-Robot Interaction Experiment to Analyze Gender Stereotypes in the Perception of Mathematical Abilities. .- Reinforcement Learning for Patient Scheduling with Combinatorial Optimisation. .- Nursing Activity Recognition for Automated Care Documentation in Clinical Settings. .- Exploring Efficient Job Shop Scheduling Using Deep Reinforcement Learning. .- Respiratory Disease Detection Using Deep Convolutional Transformer Models. .- Evaluating the performance of LLMs when translating Saudi Arabic as Low Resource Language. .- Bi-directional LSTM Applied to the Maritime Target Motion Analysis Problem.