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    Smart and energy aware routing for the internet of mobile things by Beh, Zi Xuan

    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 by Abdul Rahman, Muhammad Ilyasaa

    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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    Internet of Things (IoT) intrusion detection by Machine Learning (ML): a review by Dehkordi, Iman Farhadian, Manochehri, Kooroush, Aghazarian, Vahe

    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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    Article
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    Systematic review of intrusion detection system based on machine learning techniques for internet of things by Idris, Muhammad, Md Yasin, Sharifah, Audi, Giade Hamza

    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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    Article
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    Hybrid ensemble learning techniques for intrusion detection systems in Internet of Things security by Soni

    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 by Bouke, Mohamed Aly, Abdullah, Azizol, ALshatebi, Sameer Hamoud, Abdullah, Mohd Taufik

    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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    Article
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    Home intruder detection system using machine learning and IoT by Sahlan, Fadhluddin, Feizal, Faeez Zimam, Mansor, Hafizah

    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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    Article
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    Development of Image Recognition for Underwater Vehicle Applications by Syed Abdul Hamid , Syed Mohamad Shazali, Mohd Aras, Mohd Shahrieel, Ali, Fara Ashikin, Anuar , Mohamed Kassim, Abdul Azis, Fadilah

    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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    Applications of deep learning algorithms for supervisory control and data acquisition intrusion detection system by Balla, Asaad, Habaebi, Mohamed Hadi, Islam, Md Rafiqul, Mubarak, Sinil

    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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    Article
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    Haar cascade algorithm for microsleep detection by Awang, Norkhushaini, Azhar, Ahmad Mirza

    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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    Article
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    Preliminary analysis of malware detection in opcode sequences within IoT environment by Ahmed, Firas Shihab, Mustapha, Norwati, Mustapha, Aida, Kakavand, Mohsen, Mohd Foozy, Cik Feresa

    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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    Article
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    Human location estimation using thermopile array sensor by Parnin, Sulleha, Rahman, Md. Mozasser

    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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