This CCIS post conference volume constitutes the proceedings of the 17th International Conference on ICT Innovations, ICT Innovations 2025, held in Ohrid, North Macedonia, in October 11–13, 2025.The 18 full papers presented in this book were carefully selected and reviewed from 60 submissions.
.- Session 1.- Virtual Reality vs Traditional Lectures: A Comparative Study on Student Performance and Engagement..- Session 2.- COINs: Knowledge Graph Inference with Model-based Acceleration..- HireMe: A Smart Web Platform for Personalized Job Prospects, CV Insights and Career Guidance..- Session 3.- nmaas in Action: Extending PaaS Use-Cases to Distributed Environments..- Matrix approach to Draper’s QFT adder..- Theoretical Guarantees and Empirical Convergence of Some Classical Binary Classifiers in Malware Detection..- Multi-Stage WRF Processing Frameworks: Docker-Based Modularization on Custom High-Performance Clusters..- Session 4.- Fine-Grained Analysis of LSTM Performance for Predicting 6G Handovers..- Comparative Analysis and Novel Architectural Integration of AI Models for Next-Generation Intrusion Detection..- Evaluating popular network intrusion detection datasets: characteristics and implications for real-world use..- A New AFIB Detection Method with Deep Neural Networks..- Session 5.- LLMs as Expert Evaluators: Human-Centric Benchmarking of Task Assessment in AI-Powered Project Management..- Application of Large Language Models for Summarization of Medical Papers..- Architecting RAG Pipelines with DSPy and Classical Frameworks for Domain-Specific Knowledge Retrieval..- Session 6.- Enhancing Atrial Fibrillation Detection Through Hyperparameter Optimization..- The Advantage of Self-Supervised Pre-training to Detect Atrial Fibrillation: Transformer-based vs Traditional Machine Learning Models..- AlphaFold-Informed Graph Neural Networks for Drug–Target Affinity Prediction..- Hyperparameter optimization of transformer architecture for diagnosis prediction.