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This CCIS post conference volume constitutes the proceedings of the 16th International Conference on ICT Innovations, ICT Innovations 2024, held in Ohrid, North Macedonia, in September 2024.
The 21 full papers included in this book were carefully reviewed and selected from 61 submissions. The papers covered a wide range of topics, including machine learning, network science, digital transformation, natural language processing.
List of contents
.- Session 1.
.- Evaluation of vector databases and LLMs in RAG-based multi-document question answering.
.- Aligning Food Ingredients with Multiple Semantic Resources.
.- Crossword Generation as a Constraint Satisfaction Problem Using Parallel Processing and Lemmatization.
.- Session 2.
.- Comprehensive Examination Of Network Access, Logging, And Auditing Strategies In Public And Private Institutions: Safeguarding Information Security, Resilience, And Compliance In The Digital Era.
.- Benefits of parallelization in CPU rendering: Quantitative analysis using a custom 3d rendering engine.
.- Simulation of the Quasigroup Redundancy Check Code s Ability to Detect Errors.
.- Session 3.
.- YOLOv8 Oriented Bounding Box (OBB) Model for Waymo Open Dataset.
.- Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data.
.- Transfer Learning with Yolo for Object Detection in Remote Sensing.
.- Comparison of On-Board and Off-Board processing power consumption for Drone camera images.
.- Classification of some Cosmological Images using Deep Learning and Persistent Homology.
.- Session 4.
.- Mushroom Classification Using Machine Learning.
.- Towards a framework for promoting student engagement to maximize learning in higher education: A case study.
.- Session 5.
.- Blood Oxygen Saturation Estimation Using PPG Signals from the MIMIC-III database.
.- Novel Methodology for the Pharmacological Mechanisms of Cannabis sativa and Alzheimer s Disease Through Signaling Pathway Analysis Using Bioinformatics Tools.
.- Session 6, 7.
.- AI Cardiologist: Arrhythmia Detection by Transformer-based Language Model.
.- Ambient Assisted Living Sensor-Based Solution for Elderly Self-Monitoring.
.- Classification of Autism and Typical Development children based on EEG signals.
.- NATO Workshop.
.- Detecting the Unseen: Exploiting Radar-Sonar Sensor Fusion For Visual Detection of Low-Profile Naval Drones.
.- Evaluating Killer Drone Defense: NATO SPS Project Anti-Drones Field Trials.
.- STEM Workshop.
.- Academic Career and Gender Balance Perception of Bachelor Students in Computer Science: A Case Study.
