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  1. 1
    Investigation of An Early Prediction System of Cardiac Arrest Using Machine Learning Techniques

    Investigation of An Early Prediction System of Cardiac Arrest Using Machine Learning Techniques by Muhammad Afnan, Mohammad Nasir

    Published 2022
    “…This algorithm was applied in the Python using Google Colab to make prediction of the sudden cardiac arrest. …”
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    Undergraduates Project Papers
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  2. 2
    Real-time and predictive analytics of air quality with IoT system: A review

    Real-time and predictive analytics of air quality with IoT system: A review by Nurmadiha, Osman, Mohd Faizal, Jamlos, Fatimah, Dzaharudin, Aidil Redza, Khan, You, Kok Yeow, Khairil Anuar, Khairi

    Published 2020
    “…(iv) Data analytics for Air Pollution Index (API) prediction along with IoT, with various communication protocols can as-sist in the development of real-time, and continuous high precision environmen-tal monitoring systems. v) Machine Learning (ML) Regression algorithm is suit-able for prediction and classification of concentration gas pollutant, while ANN and SVM algorithm is used for forecasting.…”
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  3. 3
    The implications for ahybrid detection technique against malicious sqlattacks on web applications

    The implications for ahybrid detection technique against malicious sqlattacks on web applications by Bahjat Arif, Sarajaldeen Akram, Wani, Sharyar

    Published 2025
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  4. 4
    Forecasting Malaysian gold price using random forest / Muhammad Nur Firmanrulah Samsudin

    Forecasting Malaysian gold price using random forest / Muhammad Nur Firmanrulah Samsudin by Samsudin, Muhammad Nur Firmanrulah

    Published 2024
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    Thesis
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  5. 5
    Diagnosis of breast cancer using case-based reasoning

    Diagnosis of breast cancer using case-based reasoning by Nurramlah, Abu Nasir

    Published 2012
    “…The objective for this thesis is to develop an intelligent decision support application for diagnosis of breast cancer using Case-Based Reasoning (CBR) algorithm for predict the class of cancer for patients. …”
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  6. 6
    Sustainable aquaculture development: a review on the roles of cloud computing, internet of things and artificial intelligence (CIA)

    Sustainable aquaculture development: a review on the roles of cloud computing, internet of things and artificial intelligence (CIA) by Umar Farouk Mustapha, Abdul-Wadud Alhassan, Dong-Neng Jiang, Guang-Li Li

    Published 2025
    “…This article reviews the emergence of research development on CIA and the potential to revolutionize the aquaculture industry. …”
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  7. 7
    Review and analysis of risk factor of maternal health in remote area using the Internet of Things (IoT)

    Review and analysis of risk factor of maternal health in remote area using the Internet of Things (IoT) by Marzia, Ahmed, Kashem, Mohammod Abul, Rahman, Mostafijur, Sabira, Khatun

    Published 2020
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  8. 8
    Intelligent decision support systems: transforming smart cities management

    Intelligent decision support systems: transforming smart cities management by Ahmed, Zeinab E., Hassan Abdalla Hashim, Aisha, Mokhtar, Rania A., Saeed, Mamoon M.

    Published 2024
    “…When used with machines learning (ML) algorithms and predictive analytics, the framework increases the efficiency of urban management operations. …”
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    Proceeding Paper
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  9. 9
    Integrated Solar-IoT monitoring and predictive maintenance systems for irrigation (S-IoTP) / Hasyiya Karimah Adli ... [et al.]

    Integrated Solar-IoT monitoring and predictive maintenance systems for irrigation (S-IoTP) / Hasyiya Karimah Adli ... [et al.] by Adli, Hasyiya Karimah, Ku Husin, Ku Azmie, Wan Salihin Wong, Khairul Nizar Syazwan, Remli, Muhammad Akmal

    Published 2021
    “…With IoT software, real-time data of the solar power output was monitored. The predictive analysis for forecasting solar power output based on modelbased algorithm using Python to ensure sustainable power for electricity, optimise the irrigation process and water consumption. …”
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  10. 10
    Non-fungible token based smart manufacturing to scale Industry 4.0 by using augmented reality, deep learning and industrial Internet of Things

    Non-fungible token based smart manufacturing to scale Industry 4.0 by using augmented reality, deep learning and industrial Internet of Things by Ahmed Khan, Fazeel, Ibrahim, Adamu Abubakar

    Published 2023
    “…The next phase was deploying deep learning algorithms on a dataset having data generated from IIoT devices and sensors. …”
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  11. 11
    A development of IoT based basal body temperature (BBT) device with ovulation and pregnancy prediction system using fuzzy logic method

    A development of IoT based basal body temperature (BBT) device with ovulation and pregnancy prediction system using fuzzy logic method by Mohd Yazed, Muhammad Syukri

    Published 2019
    “…Therefore, this research has developed a prototype named TempIoT1.0 which is a BBT device that's equipped with a smart fertility prediction using fuzzy logic intelligence computational method that can predict ovulation and pregnancy. …”
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  12. 12
    Proposed conceptual Iot-based patient monitoring sensor for predicting and controlling dengue

    Proposed conceptual Iot-based patient monitoring sensor for predicting and controlling dengue by Hassan N.H., Salwana E., Drus S.M., Maarop N., Samy G.N., Ahmad N.A.

    Published 2023
    “…The growing development of wearable Internet of Things (IoT), cloud computing, analytical approaches provide better alternative for dengue prediction and control. …”
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  13. 13
    Evaluation of arima and ann stream analytics for air quality monitoring system

    Evaluation of arima and ann stream analytics for air quality monitoring system by Nurmadiha, Osman

    Published 2021
    “…It is identified that ARIMA has better prediction accuracy (PA) percentage of 99.45%, 99.87%, 99.75%, 98.92% for CO, NO2, O3 and PM10 over ANN thus chosen as a predictive analytics algorithm for SES. …”
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  14. 14
    Public transport delay prediction using deep learning

    Public transport delay prediction using deep learning by Mohd Rum, Siti Nurulain, Meor Yusoff, Meor Muhammad Nazmi, Mahdi, Amalia

    Published 2024
    “…Over the past two decades, a number of studies on prediction algorithms for transportation data have been proposed. …”
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  15. 15
    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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  16. 16
    Resource-Efficient Coverage Path Planning for UAV-Based Aerial IoT Gateway

    Resource-Efficient Coverage Path Planning for UAV-Based Aerial IoT Gateway by Nurul Saliha A. Ibrahim, Nurul Saliha A. Ibrahim, Faiz A. Saparudin, Faiz A. Saparudin

    Published 2023
    “…As a result, the Energy Efficient Coverage Path Planning (EECPP) algorithm has been proposed. The EECPP is composed of two algorithms: the Stop Point Prediction Algorithm using K-Means, and Path Planning Algorithm using Particle Swarm Optimization. …”
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  17. 17
    Predict The Thyroid Abnormality Particular Disease Likelihood of The Symptoms’ Certainty Factor Value and Its Confidence Level: A Regression Model Analysis

    Predict The Thyroid Abnormality Particular Disease Likelihood of The Symptoms’ Certainty Factor Value and Its Confidence Level: A Regression Model Analysis by Rosyid Ridlo, Al Hakim, Yanuar Zulardiansyah, Arief, Agung, Pangestu, Hexa Apriliana, Hidayah, Aditia Putra, Hamid, Aviasenna, Andriand, Nur Fauzi, Sulaiman, Machnun, Arif, Majmmoud Hussein, A. Alrahman

    Published 2023
    “…For some reason, this TES probably won’t predict uncertain things, such as particular disease likelihood of some diseases. …”
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  18. 18
    Characteristics of machining data and machine learning models - A case study

    Characteristics of machining data and machine learning models - A case study by Natarajan, Elango, Fiorna, Vxynette, Al-Talib, Ammar Abdulaziz Majeed, Elango, Sangeetha, Gnanamuthu, Ezra Morris Abraham, Sarah Atifah, Saruchi

    Published 2023
    “…One of the key technologies or preferable methods to increase the productivity is implementing prediction models or machine learning (ML) algorithms in production. …”
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  19. 19
    A review on machine learning in smart antenna: methods and techniques

    A review on machine learning in smart antenna: methods and techniques by Mohammed Sadiq, Sulaiman, Nasri, Mohd Isa, Maryam, Hamidon, Mohd Nizar

    Published 2022
    “…In this paper, the antenna array and antenna developed for the Internet of Things applications were highlighted. …”
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  20. 20
    A Web-Based Wound Information and Recovery Prediction System

    A Web-Based Wound Information and Recovery Prediction System by Ting, Chris Lik Yong

    Published 2020
    “…The system also provides wound recovery prediction using machine learning algorithms. This system is aimed to provide a more effective and efficient wound care management.…”
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    Final Year Project Report / IMRAD
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