- SECTION: KNOWLEDGE ENGINEERING, DATA SCIENCE, AND APPLICATIONS .- Multi-task Parallelism for Robust Pre-training of Graph Foundation Models on Multi-source, Multi-fidelity Atomistic Modeling Data.- Explainable Feature Selection using Feature Weighted Self-Organising Maps.- Deep Learning-based Time-Series Prediction of Traffic Speed Using NPMRDS Dataset.- MoIST: Mixture of Intellectuals via Student-Teachers.- Modular AI-Powered Interviewer with Dynamic Question Generation and Expertise Profiling.- From Data to Insight: Using Support Vector Machines to Identify Key Poverty Determinants.- Improving Retail Sales Forecast Accuracy Using XGBoost: A Machine Learning Approach.
- Assessing Applied Behavior Analysis Provider Effectiveness with Gradient Boosting.- Datasets for Hash-based Homomorphic AI with Variable Compression Rate.- From Data to Decision: Ethical Responses to Bias in AI Systems.- Labeling Data Using a Rule-Based Voting Ensemble, Fuzzy Sets, and Fuzzy Clustering.- A Real-World Dataset of Ingredient Images for Food Computing.- SECTION: LARGE LANGUAGE MODELS (LLM) AND APPLICATIONS .- Performance of LLM-Generated Code.- Local Language Models for Context-Aware Adaptive Anonymization of Sensitive Text.
- Does Embodiment Still Matter? Comparing User Experience With LLM-Powered Agents.- A Prompt-Based Framework for Loop Vulnerability Detection Using Local LLMs.- Preliminary Results of LLM Vulnerability Testing in Less Common Languages.- Prompt Engineering Approaches to Reducing the Costs in LLM-Based Automated Test Case Generation.- textAuthor, An AI-Based Text-Authorship Classifier.- Exploring Spam Classification with Open-Source Language Models and Real-World Gmail Data.- The Impact of Generative AI (ChatGPT) on Constructivist Learning Outcomes in Higher Education: A Mixed-Methods Study.- Conversational AI for Healthcare: A Smart Chatbot For Breast Cancer Awareness.
- RIASEC GPT Chatbot and Eye Tracking: Conscious vs. Subconscious Vocational Interest Inventory.- SECTION: NEURAL NETWORKS, CONVOLUTIONAL NEURAL NETWORKS (CNN), AND APPLICATIONS .- Designing Multi-Objective CNN Architectures for SQL Query Modeling with Evolution Strategies.- An EEG Based High Accuracy CNN for Emotional Health Detection.- Efficient Real-Time Object Detection Using Deep Neural Networks: A Comparative Analysis on Low-Power Devices., .- SPAR: Scalable Prioritized Agent Routing for Multi-Agent Networks.
- Model Construction for Complex Systems Using Systems Dynamics Aware Neural Networks.- Convolutional Neural Networks for Accurate Medical Clamp Identification in Hospital Settings.- SECTION: XXV TECHNICAL SESSION ON APPLICATIONS OF ADVANCED AI TECHNIQUES TO INFORMATION MANAGEMENT FOR SOLVING COMPANY-RELATED PROBLEMS .- Evaluating the Impact of Algorithmic Complexity on Recommender Systems: A Comparative Study of Rating and Ranking Models.- Digital Twins in Supply Chain Management: An Overview of the Literature.- Analyzing Stock Market Recovery for G20 Countries in Critical Events using Elastic Patterns.- How to Manage Supply Chain Bill of Materials through Artificial Intelligence?.- ACC&25:9th International Conference on Applied Cognitive Computing .
- Moving Beyond Arbitrary Augmentations: K-Hop Connectivity for Robust Augmentation in Graph Contrastive Learning.- Digital Activity Recognition and Cybersecurity Procedural Task Extraction with Video LLMs: A Cognitive Computing Framework.- Emotion Analysis in Speech Based on Audio-Visual Fusion.- Harnessing Deterministic Chaos for Adaptive Gradient Optimization.- TruCrisisAware: Integrating Naturalistic Decision Making into AI for Enhanced Disaster Response.- Intelligent Shading Classification for Smart Reconfigurable Photovoltaic Panels in Residential Solar Systems.- SECTION: POSTER RESEARCH PAPERS .- LLM-Based Benchmarking and Performance Assessment of Paraphrased Sentences.
- Evaluating the Impact of Local Knowledge Document File Types on the Performance of Large Language Models.