Table of Contents

.- Invited Talks..- Machine Learning in Bio-Medical Problems..- Towards Verifiable and Trustable AI from Multiple Perspectives..- When Data Meets Story: Human-Centered Pathways for AI and Machine Learning..- Beyond the hype: creating impact with AI..- Large Language Models and Advanced NLP..- Enhancing large language model collaboration using multi-agent framework with uncertainty quantification..- Introducing a Scale for AI's Artistic Autonomy..- Find a Contrary in Hotel Reviews : A Corpus Creation for Contrary Mining Task of Assumption-based Argument Mining..- Steering LLMs Towards Safer Shores..- Computer Vision and Deep Learning for Image/Video Analysis..- Texture-Driven Siamese Networks with Vision Transformers for Offline Writer Verification..- Enhancing Sign Language Recognition with Video Swin Transformer and Keypoint-Based Frame Selection..- Advanced Data Preprocessing Pipeline for Pulmonary Embolism Detection: RSNA Challenge Dataset with Deep Learning-Based Lung Localization and Image Registration..- Healthcare, Medicine, and Survival Analysis..- A Comparative Study on the Use of the Machine Learning Models and Traditional Survival Models for the Analysis of Pediatric Acute Lymphocytic Leukemia Data..- Advanced Analysis On The Application Of Artificial Intelligence Via Machine Learning In Predicting Preterm Human Births..- Smart Diagnosis of Anemia Subtypes Using CBC and Deep Learning..- Predictive Modeling of ICU Mortality Using Supervised Machine Learning Algorithms..- Time Series Forecasting and Predictive Modeling..- Spatio-Temporal Patterns of Grave Crime in Sri Lanka: A Comprehensive Analysis..- Short-term Solar Irradiance Forecasting Using Machine Learning: A Comprehensive Study for Sri Lanka's Tropical Climate..- Deep Learning Models for Multimodal Demand Forecasting in Retail: A Comparative Case Study of Long Short-Term Memory and Temporal Fusion Transformers..- Explainable AI and Bias Detection..- Explainable AI for Chronic Kidney Disease Progression: Integrating Domain-Specific Cox Survival Analysis with Clinical Decision Thresholds..- Enhancing Isolation Forest with Rule Based Knowledge from Association Rule Mining..- Optimization, Efficiency, and Edge Computing..- Enhanced Adaptive Smell Agent Optimization: Leveraging Fusion Besiege Attack and Probabilistic Switching Mechanism for Constrained Optimization Tasks..- Decentor-V: Lightweight ML Training on Low-Power RISC-V Edge Devices..- Task-Specific Knowledge Distillation for Scalable Sentiment Classification in Low-Resource Settings..- Domain-Specific Applications and Case Studies..- Analyzing Online User Feedback on Digital Wallets & Buy-Now-Pay Later Services: Assessing Customer Sentiments of FinTech Solutions in Sri Lanka..- Cultural-Contextual Soulmate Prediction using a Multi Task Neural Network Approach for Sri Lankan Compatibility Modeling..- Extending a Geodatabase Framework for AI-Based Analysis of Digital Elevation Models to Support Earth Observation Applications.

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