E-grāmata: Artificial Intelligence XLI: 44th SGAI International Conference on Artificial Intelligence, AI 2024, Cambridge, UK, December 17-19, 2024, Proceedings, Part I

.- Technical Papers.



.- NER Explainability Framework: Utilizing LIME to Enhance Clarity and
Robustness in Named Entity Recognition.



.- Neural Nets. 



.- Revealing limitations of ResNet models for deep evaluation in chess.



.- Quasi Biologically Plausible Category Learning.



.- On the Development of a Pixel-wise Plastic Waste Identification System for
Multispectral Remote Sensing Applications.



.- Streamlining Attention for Text Classification: Sequence Length Reduction
with Pooling Attention.



.- LSTM for Modelling and Predictive Control of Multivariable Processes.



.- Structured Radial Basis Function Network: Modelling Diversity for Multiple
Hypotheses Prediction.



.- Deep Learning. 



.- Bitcoin Forecasting using Deep Learning and Time Series Ensemble
Techniques.



.- TRAPL: Transformer-based Patch Learning For Enhancing Semantic
Representations Using Aggregated Features to Estimate Patch-Class
Distribution.



.- DATE: Derivative Alignment Training for Extrapolation with Neural
Networks.



.- Interactive Simulator Framework for XAI Applications in Aquatic
Environments.



.- Detection of vascular leukoencephalopathy in CT images.



.- Large Language Models. 



.- PlanBERT: From Messy Zonal Plans to Informative Vector Embeddings.



.- ArgueMapper Assistant: Interactive Argument Mining Using Generative
Language Models.



.- Machine Learning. 



.- Contextual Transformers for Goal-Oriented Reinforcement Learning.



.- Localized Affinity-based Reinforcement Learning for Interpretable
State-specific Decision-making.



.- Navigating the Landscape of Case Fidelity and Competence in Case-Based
Reasoning.



.- Evolutionary and Genetic Algorithms. 



.- Tree-based Genetic Programming for Evolutionary Analog Circuit with
Approximate Shapley Value.



.- A Dominance-based Surrogate Classifier for Multi-Objective Evolutionary
Algorithms.



.- Knowledge Management. 



.- A Homogeneous Approach to Reasoning Over Global Geographic Data.



.- Short Technical Papers.



.- OK Google, what is the stock forecast for next week? Leveraging Search
Engines for Data Collection, Sentiment Analysis and Stock Predictions.



.- University News: A New Data Source for NLP Bias Research.



.- Enhancing Nepali Text Understanding with Machine Translation and LoRA
Fine-Tuning of Open-Source LLM.



.- Audio-visual emotion recognition using Deep Learning methods.



.- Spatial interpolation of air quality: A UK Case study.



.- Talk like a local: Evaluating Large Language Models for Arabic Dialect
Translation Using Similarity Scores.



.- On Monadic Binary, with Application to Machine Understanding.



.- A Proposed ELM Ensemble Approach for Predicting Railway Delays.



.- Semantic Bone Structure Segmentation in 2D Image Data: Towards Total Knee
Arthroplasty.