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  1. 1
    An ensemble learning method for spam email detection system based on metaheuristic algorithms

    An ensemble learning method for spam email detection system based on metaheuristic algorithms by Behjat, Amir Rajabi

    Published 2015
    “…Recently, various techniques based on different algorithms have been developed. However, the classification accuracy and computational cost are not satisfied. …”
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    Thesis
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  2. 2
    Adoption of machine learning algorithm for analysing supporters and non supporters feedback on political posts / Ogunfolajin Maruff Tunde

    Adoption of machine learning algorithm for analysing supporters and non supporters feedback on political posts / Ogunfolajin Maruff Tunde by Ogunfolajin Maruff , Tunde

    Published 2022
    “…This thesis is based on the application of sentiment classification algorithm to tweet data with the goal of classifying messages based on the polarity of sentiment towards a particular topic (or subject matter). …”
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  3. 3
    Face classification for three major ethnic of Orang Asli using Back Propagation Neural Network / Nor Intan Shafini Nasaruddin

    Face classification for three major ethnic of Orang Asli using Back Propagation Neural Network / Nor Intan Shafini Nasaruddin by Nasaruddin, Nor Intan Shafini

    Published 2012
    “…The image classification prototype is developed by using JAVA programming language which is based on supervised learning algorithm, Backpropagation Neural Network. …”
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  4. 4
    Development Of Machine Learning User Interface For Pump Diagnostics

    Development Of Machine Learning User Interface For Pump Diagnostics by Lee, Zhao Yang

    Published 2022
    “…The features extracted of time domain and frequency domain in vibration and acoustic will use as database of a Support Vector Machine (SVM) algorithms by using MATLAB R2021a. The result from the SVM algorithms will be used as database for the machine learning in Microsoft Azure. …”
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    Monograph
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  5. 5
    Landslide Susceptibility Mapping with Stacking Ensemble Machine Learning

    Landslide Susceptibility Mapping with Stacking Ensemble Machine Learning by Solihin M.I., Yanto, Hayder G., Maarif H.A.-Q.

    Published 2024
    Conference Paper
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  6. 6
    Object-Oriented Programming semantics representation utilizing agents

    Object-Oriented Programming semantics representation utilizing agents by Mohd Aris, Teh Noranis

    Published 2011
    “…Generally, these source codes go through the preprocessing, comparison, extraction, generate program semantics and classification processes. A formal algorithm that can be applied to any two related Java-based source codes examples is invented to generate the semantics of these source codes. …”
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  7. 7
    Features selection for intrusion detection system using hybridize PSO-SVM

    Features selection for intrusion detection system using hybridize PSO-SVM by Tabaan, Alaa Abdulrahman

    Published 2016
    “…The results reveal that the proposed hybrid algorithm is capable of achieving classification accuracy values of (95.82 % and 97.68 %), detection rates values of (95.8 % and 99.3 %) and false alarm rates values of (0.083 % and 0.045 %) on both KDD CUP 99 and NSL KDD. …”
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  8. 8
    Development of sensor based transparent object handling using robot manipulator

    Development of sensor based transparent object handling using robot manipulator by Chong Teik Boon

    Published 2024
    text::Final Year Project
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  9. 9
    Detection of Microcalcification Using Mammograms

    Detection of Microcalcification Using Mammograms by Md Hasan, Khairul Nisak

    Published 2004
    “…The mammogram is first digitized and processed by the program developed to detect the microcalcification deposited in the breast. …”
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    Final Year Project
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  10. 10
    The shortest route of the potential companies for internship using Dijkstra’s Algorithm / Mohamad Khairul Ikhwan Mohd Radzi

    The shortest route of the potential companies for internship using Dijkstra’s Algorithm / Mohamad Khairul Ikhwan Mohd Radzi by Mohd Radzi, Mohamad Khairul Ikhwan

    Published 2017
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  11. 11
    Anfis Modelling On Diabetic Ketoacidosis For Unrestricted Food Intake Conditions

    Anfis Modelling On Diabetic Ketoacidosis For Unrestricted Food Intake Conditions by Saraswati, Galuh Wilujeng

    Published 2017
    “…Future work should be focusing on data collection of the E-Nose sensors and the improvement of the learning algorithm robustness towards environmental noise during data acquisition, such as evaporation and contamination of odor samples.…”
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  12. 12
    Graphical user interface for surface roughness prediction of CNC milling machine / Muhammad Qayyum Nor Asffan

    Graphical user interface for surface roughness prediction of CNC milling machine / Muhammad Qayyum Nor Asffan by Nor Asffan, Muhammad Qayyum

    Published 2020
    “…It can function to analyse data, develop algorithms even create models and applications. …”
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    Student Project
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  13. 13
    Motor Speed Controlled Using Voice Recognition

    Motor Speed Controlled Using Voice Recognition by Wan Muhd Albazli bin Wan Harujan

    Published 2013
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  14. 14
    Development of a software for simulating active force control schemes of a two-link planar manipulator

    Development of a software for simulating active force control schemes of a two-link planar manipulator by Mailah, Musa, Poh, Yang Liang

    Published 2005
    “…On Top Of That, The Graphical Results Can Be Observed And Analysed On-Line While The Program Is Running. …”
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  15. 15
    Employing longest common subsequence method to retrieve translated Al-Quran documents / Muhamad Shamsudin

    Employing longest common subsequence method to retrieve translated Al-Quran documents / Muhamad Shamsudin by Shamsudin, Muhamad

    Published 2001
    “…Longest Common Subsequence algorithm (LCS) has been developed to solve string matching problems. …”
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  16. 16
    Development of a software for simulating active force control schemes of a two–link planar manipulator

    Development of a software for simulating active force control schemes of a two–link planar manipulator by Mailah, Musa, Poh, Yang Liang

    Published 2005
    “…On top of that, the graphical results can be observed and analysed on–line while the program is running. …”
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  17. 17
    Simulation on Concrete Fracture on Mesoscale Structure By Using Lattice Element

    Simulation on Concrete Fracture on Mesoscale Structure By Using Lattice Element by Rozilawati Kamarudin, Rozilawati

    Published 2009
    “…This objective of the project is to develop efficiently algorithm and computer code that will simulate the random arrangement of the constituent materials of concrete in a test specimen and lattice element. …”
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    Final Year Project
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  18. 18
    Simulation on Concrete Fracture on Mesoscale structure by using Lattice element

    Simulation on Concrete Fracture on Mesoscale structure by using Lattice element by Rozilawati Kamaruddin, Rozilawati

    Published 2009
    “…This objective of the project is to develop efficiently algorithm and computer code that will simulate the random arrangement of the constituent materials of concrete in a test specimen and lattice element. …”
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    Final Year Project
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  19. 19
    Talent classification using support vector machine technique / Hamidah Jantan, Norazmah Mat Yusof and Mohd Hanapi Abdul Latif

    Talent classification using support vector machine technique / Hamidah Jantan, Norazmah Mat Yusof and Mohd Hanapi Abdul Latif by Jantan, Hamidah, Mat Yusof, Norazmah, Abdul Latif, Mohd Hanapi

    Published 2014
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    Research Reports
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  20. 20
    Simulation on Concrete Fracture on Mesoscale Structure By Using Lattice Element

    Simulation on Concrete Fracture on Mesoscale Structure By Using Lattice Element by Rozilawati Kamarudin, Rozilawati

    Published 2009
    “…This objective of the project is to develop efficiently algorithm and computer code that will simulate the random arrangement of the constituent materials of concrete in a test specimen and lattice element. …”
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    Final Year Project
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