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Smart and energy aware routing for the internet of mobile things
Published 2021“…The network simulation process is run in the CupCarbon software which is known as a smart city & IoT wireless sensor network simulator. The routing algorithm are developed and coded in Sen Script. In this project, the routing algorithm can perform disqualify node detection and energy aware routing. …”
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Final Year Project / Dissertation / Thesis -
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Sensor module for urban vehicle two way connection monitoring system/ Muhammad Ilyasaa Abdul Rahman
Published 2015“…The project framework is divided into 2 main parts: living thing and impact detection. The sensing module will be interfaced with a microcontroller platform programmed with a set of algorithm. …”
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Student Project -
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Development of a wearable human fall detection system
Published 2022“…The accuracy of the fall detection algorithm was determined to be at 98.41%. …”
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Article -
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Internet of Things (IoT) intrusion detection by Machine Learning (ML): a review
Published 2023“…The goal of this study is to show the results of analyzing various classification algorithms in terms of confusion matrix, accuracy, precision, specificity, sensitivity, and f-score to Develop an Intrusion Detection System (IDS) model.…”
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Enhancing data integrity in internet of things-based healthcare applications: a visualization approach for duplicate detection
Published 2025“…A Python-based visualization framework using Pandas and Matplotlib was developed to detect and represent duplicate records. …”
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Systematic review of intrusion detection system based on machine learning techniques for internet of things
Published 2023“…The Internet of Things (IoT) has become an integral part of modern society, contributing to the intelligent development of various domains. …”
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Hybrid ensemble learning techniques for intrusion detection systems in Internet of Things security
Published 2025“…Additionally, the diversity of IoT devices makes achieving reliable intrusion detection more difficult. This research developed three techniques to tackle challenges a large number of features, extensive datasets, data quality issues, and imbalanced classes in both binary and multi-class classifications. …”
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UMK Etheses -
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E2IDS: an enhanced intelligent intrusion detection system based on decision tree algorithm
Published 2022“…Due to the increased usage of the Internet of Things and heterogeneous distributed devices, the development of effective and reliable intrusion detection systems (IDS) has become more critical. …”
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Home intruder detection system using machine learning and IoT
Published 2022“…HIDES implements an object detection algorithm; Single-Shot Multibox Detection (SSD) in NVIDIA Jetson Nano to detect intruders through a camera connected to the system. …”
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Enhancing data integrity in internet of things-based healthcare applications: A visualization approach for duplicate detection
Published 2025“…A Python-based visualization framework using Pandas and Matplotlib was developed to detect and represent duplicate records. …”
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Development of Image Recognition for Underwater Vehicle Applications
Published 2011“…It is also expected to recognize biological underwater object to support on deck auto monitoring system. The developed algorithm will be used to recognize relevant underwater object or living thing. …”
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Conference or Workshop Item -
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Study of machine learning in computer vision using Raspberry Pi
Published 2024text::Final Year Project -
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Applications of deep learning algorithms for supervisory control and data acquisition intrusion detection system
Published 2022“…In this paper, we have examined and presented the most recent research on developing robust IDSs using Deep Learning (DL) algorithms, including Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Stacked Autoencoders (SAE), and Deep Belief Networks (DBN). …”
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Haar cascade algorithm for microsleep detection
Published 2025“…During the development phase, the system was built in Python using OpenCV and dlib for real-time facial analysis and the Haar Cascade algorithm for efficient facial feature detection. …”
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Preliminary analysis of malware detection in opcode sequences within IoT environment
Published 2020“…With the technological development and means of communication, the Internet of Things (IoT) has become an essential role in providing many services in daily life through millions of heterogeneous but interconnected devices and nodes. …”
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Human location estimation using thermopile array sensor
Published 2017“…Therefrom, an algorithm for early presence detection has been developed through the study of human body temperature behaviour with respect to the room temperature. …”
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Proceeding Paper -
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Deep learning in distributed denial-ofservice attacks detection method for Internet of Things networks
Published 2023“…The intrusion detection evaluation dataset (CICIDS2017) is used to provide more realistic detection. …”
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