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  1. 1
    A review of machine learning in hyperspectral imaging for food safety

    A review of machine learning in hyperspectral imaging for food safety by Mainak Das, Yeo, Wan Sieng, Agus Saptoro

    Published 2025
    “…To address these limitations, advances in non-destructive monitoring techniques with the implementation of machine learning (ML) algorithms can be alternative solutions. …”
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  2. 2
    Study and Implementation of Data Mining in Urban Gardening

    Study and Implementation of Data Mining in Urban Gardening by Mohana, Muniandy, Lee, Eu Vern

    Published 2019
    “…The process begins through the monitoring of plants using sensors connected to the Arduino device. Attached sensors generate data and send these data to the Java Servlet application through a WIFI module. …”
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  3. 3
    Optimizing in-car-abandoned children’s sounds detection using deep learning algorithms / Nur Atiqah Izzati Md Fisol

    Optimizing in-car-abandoned children’s sounds detection using deep learning algorithms / Nur Atiqah Izzati Md Fisol by Md Fisol, Nur Atiqah Izzati

    Published 2023
    “…To address this problem, an optimized in-car-abandoned children's sounds detection model using deep learning algorithms is proposed. The objective of this study is to develop an accurate and efficient model capable of recognizing the presence of children in cars based on sound data. …”
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  4. 4
    Edge assisted crime prediction and evaluation framework for machine learning algorithms

    Edge assisted crime prediction and evaluation framework for machine learning algorithms by Adhikary, Apurba, Murad, Saydul Akbar, Munir, Md Shirajum, Choong Seon, Hong Seong

    Published 2022
    “…The total work is completed by the selection, assessment, and implementation of the Machine Learning (ML) model, and finally, proposed the crime prediction. …”
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  5. 5
    Deep-learning-based detection of missing road lane markings using YOLOv5 algorithm

    Deep-learning-based detection of missing road lane markings using YOLOv5 algorithm by Sophian, Ali, Azmi, Nur Hanisah, Bawono, Ali Aryo

    Published 2021
    “…In this work, preliminary study of the implementation of one of the latest deep learning algorithms, i.e. …”
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  6. 6
    Design Of Robot Motion Planning Algorithm For Wall Following Robot

    Design Of Robot Motion Planning Algorithm For Wall Following Robot by Ali Hassan, Muhamad Khairul

    Published 2006
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    Monograph
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  7. 7
    Deep learning enabled state of charge, state of health and remaining useful life estimation for smart battery management system: Methods, implementations, issues and prospects

    Deep learning enabled state of charge, state of health and remaining useful life estimation for smart battery management system: Methods, implementations, issues and prospects by Hossain Lipu M.S., Ansari S., Miah M.S., Meraj S.T., Hasan K., Shihavuddin A.S.M., Hannan M.A., Muttaqi K.M., Hussain A.

    Published 2023
    Review
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  8. 8
    Deep Reinforcement Learning For Control

    Deep Reinforcement Learning For Control by Bakar, Nurul Asyikin Abu

    Published 2021
    “…To generate the visual simulation in the simulator, the Python programming language is employed. The improved algorithm will help encourage the real-world implementation of DRL in many autonomous driving applications.…”
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    Monograph
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  9. 9
    Real-time safety helmet detection using enhanced YOLOv5 object detection

    Real-time safety helmet detection using enhanced YOLOv5 object detection by Muhammad Zamri, Fatin Najihah, Zulkurnain, Nurul Fariza, Gunawan, Teddy Surya, Kartiwi, Mira, Md Yusoff, Nelidya, Nur, Levy Olivia

    Published 2023
    “…Extensive research was conducted to analyze all feasible algorithms that can be implemented in the safety helmet detection system and compare the proposed model with an existing one to ensure the proposed system can give high accuracy and high inference speed. …”
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  10. 10
    Development of a genetic algorithm controller for cartesian robot

    Development of a genetic algorithm controller for cartesian robot by Ong, Joo Hun

    Published 2008
    “…The electrical design involves wiring of control components such as the stepper motor controller, input and output devices as well as the power supply and the safety devices. Finally, the developed algorithm will been tested and implemented into in this Cartesian robot system.…”
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  11. 11
    Human activity recognition via accelerometer and gyro sensors

    Human activity recognition via accelerometer and gyro sensors by Tee, Jia Lin

    Published 2023
    “…To implement the data engineering system proposed, two mobile applications, SensorData and SensorDataLogger with user-friendly interfaces and intuitive functionalities are developed using Java programming language and Android Studio. …”
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    Final Year Project / Dissertation / Thesis
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  12. 12
    Smart site monitoring system / Muhammad Azmi and Muhammad Naim Mahyuddin

    Smart site monitoring system / Muhammad Azmi and Muhammad Naim Mahyuddin by Azmi, Muhammad, Mahyuddin, Muhammad Naim

    Published 2023
    “…Advanced data analytics and machine learning algorithms process this data, enabling the system to detect potential safety hazards, monitor construction progress, and predict resource requirements. …”
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  13. 13
    Accident Prevention Block to Move an Automobile From Traffic Collision

    Accident Prevention Block to Move an Automobile From Traffic Collision by Rajiv, Charles Samuel

    Published 2019
    “…An effective solution needs to be implemented to help the driver in the event of losing consciousness and move the vehicle to safety, to avoid any collision with traffic. …”
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  14. 14
    Exploring micro aerial vehicle mechanism and controller design using Webots simulation

    Exploring micro aerial vehicle mechanism and controller design using Webots simulation by Pebrianti, Dwi, Suhaimi, Muhammad Syafiq, Hossain, Md. Jobaher, Bayuaji, Luhur

    Published 2023
    “…The advantages of using simulation tools like Webots, including cost-effectiveness, safety, and the ability to test and refine control algorithms before deployment on physical drones was proved in this study. …”
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  15. 15
    Convolutional neural network based mobile application for poisonous mushroom detection

    Convolutional neural network based mobile application for poisonous mushroom detection by Amirul, Shazlin Nizam, Mohd Sabri, Norlina, Gloria, Jennis Tan, Redwan, Nurul Ainina, Zhiping, Zhang

    Published 2025
    “…CNN is one of the deep learning algorithms that is well known for its good performance in image recognition and classification. …”
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  16. 16
    Exploring micro aerial vehicle mechanism and controller design using webots simulation

    Exploring micro aerial vehicle mechanism and controller design using webots simulation by Dwi, Pebrianti, Muhammad Syafiq, Suhaimi, Hossain, Md. Jobaher, Luhur, Bayuaji

    Published 2023
    “…The advantages of using simulation tools like Webots, including cost-effectiveness, safety, and the ability to test and refine control algorithms before deployment on physical drones was proved in this study. …”
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  17. 17
    SVM, ANN, and PSF modelling approaches for prediction of iron dust minimum ignition temperature (MIT) based on the synergistic effect of dispersion pressure and concentration

    SVM, ANN, and PSF modelling approaches for prediction of iron dust minimum ignition temperature (MIT) based on the synergistic effect of dispersion pressure and concentration by Arshad, U., Taqvi, S.A.A., Buang, A., Awad, A.

    Published 2021
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  18. 18
    FPGA Implementation of Emergency Door Car Entry System

    FPGA Implementation of Emergency Door Car Entry System by Zaini Sulaiman

    Published 2008
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    Learning Object
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  19. 19
    Detection of SQL injection attack using machine learning

    Detection of SQL injection attack using machine learning by Tung, Tean Thong

    Published 2024
    “…The machine learning algorithms employed in this study encompass Convolutional Neural Networks (CNN), Logistic Regression, Naïve Bayes Classifier, Support Vector Machine, and Random Forest. …”
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  20. 20
    Extreme gradient boosting (XGBoost) regressor and shapley additive explanation for crop yield prediction in agriculture

    Extreme gradient boosting (XGBoost) regressor and shapley additive explanation for crop yield prediction in agriculture by Dennis A/L Mariadass, Ervin Gubin Moung, Maisarah Mohd Sufian, Ali Farzamnia

    Published 2022
    “…The estimates provided by machine learning algorithms will aid farmers in deciding what to grow because of this research.…”
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