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USING SUPPORT VECTORS TO BUILD A RULE-BASED SYSTEM FOR DETECTING MALICIOUS PROCESSES IN AN ORGANISATION'S NETWORK TRAFFIC
Published 2024-12-01“…In our opinion, the results of this study will be useful in creating automatic systems for detecting malicious processes in the network traffic of organisations and in creating and using synthetic data in such systems. …”
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3D Visualization System of Breast Magnetic Resonance Images Based on Deep Learning and Volume Rendering
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Multi-Examiner: A Knowledge Graph-Driven System for Generating Comprehensive IT Questions with Higher-Order Thinking
Published 2025-05-01“…To address these needs, we proposed a multi-agent system named Multi-Examiner, which integrates KGs, domain-specific search tools, and local knowledge bases, categorized according to Bloom’s taxonomy, to enhance the contextual relevance, diversity, and higher-order thinking of automatically generated information technology MCQs. …”
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Multispectral Imaging-Based System for Detecting Tissue Oxygen Saturation With Wound Segmentation for Monitoring Wound Healing
Published 2024-01-01“…In this study, a tissue oxygen saturation detecting (TOSD) system that is based on multispectral imaging (MSI) is proposed to quantify the degree of tissue oxygen saturation (StO2) in cutaneous tissues. …”
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Development and Evaluation of a Haptic Virtual Walker for Wheelchair Users in Immersive VR Environments
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Fast autoscaling algorithm for cost optimization of container clusters
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User-Centric Approach to Design a Digital Shopping Cart: Enhancing User Experience in Super Stores
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Enhancing augmented reality with machine learning for hands-on origami training
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A comparative analysis of photovoltaic system using three algorithms: P&O, Hill Climbing and Fuzzy Logic
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High-Performance and Lightweight AI Model with Integrated Self-Attention Layers for Soybean Pod Number Estimation
Published 2025-06-01“…Finally, we aim to implement the complete system in edge devices and conduct real-world testing in soybean fields.…”
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Dynamic Sensor-Based Data Management Optimization Strategy of Edge Artificial Intelligence Model for Intelligent Transportation System
Published 2025-03-01“…This strategy is designed for artificial intelligence (AI) application systems that leverage edge computing. It aims to solve resource allocation optimization and improve operational efficiency in edge computing environments. …”
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Development of a Drone-Based Phenotyping System for European Pear Rust (<i>Gymnosporangium sabinae</i>) in Orchards
Published 2024-11-01“…A total of 16,251 annotations of leaves with pear rust symptoms were created on 584 images using the Computer Vision Annotation Tool (CVAT). The YOLO algorithm was used for the automatic detection of symptoms. …”
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