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  1. 1

    Fuzzy modeling using Bat Algorithm optimization for classification by Noor Amidah, Ahmad Sultan

    Published 2018
    “…In order to solve it, Bat Algorithm method is implement in to optimization method in fuzzy modeling for classification. …”
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    Undergraduates Project Papers
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    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
  3. 3

    Software metrics selection model for predicting maintainability of object-oriented software using genetic algorithms by Bakar, Abubakar Diwani

    Published 2016
    “…The latest effort to solve this selection problem is the development of the metrics selection model that uses genetic algorithm (GA). However, the process failed to state clearly the encoding strategy in its initial stage. …”
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    Thesis
  4. 4

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

    Published 2016
    “…The simulation will be carried on WEKA tool, which allows us to call some data mining methods under JAVA environment. The proposed model will be tested and evaluated on both NSL-KDD and KDD-CUP 99 using several performance metrics.…”
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    Thesis
  5. 5

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

    Published 2022
    “…Build up a user interface by using Visual Studio Code (VSC) to run the coding of Cascading Style Sheet (CSS), Hyper Text Markup Language (HTML) and JavaScript (JS) as a webpage and connect to Azure Machine Learning Model and this will allow the user from using the model from a webpage when they have active internet with any devices.…”
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    Monograph
  6. 6

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

    Published 2017
    “…The project has also implemented the optimization process onto the proposed ANFIS model through the hybrid of Genetic Algorithm on the fuzzy membership function of the ANFIS model. …”
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    Thesis
  7. 7

    A multi-filter feature selection in detecting distributed denial-of-service attack by Yon, Yi Jun, Leau, Yu-Beng, Suraya Alias, Park, Yong Jin

    Published 2019
    “…It consists of 3-stage procedures: feature ranking, feature selection and classification. Subsequently, an experimental evaluation of the proposed Multi-Filter Feature Selection (M2FS) method is performed by using the benchmark dataset, NSL-KDD and employed the J48 classification algorithm. …”
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    Conference or Workshop Item
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    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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    Article
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    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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    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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    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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    Article
  16. 16

    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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    Thesis
  17. 17

    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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    Article
  18. 18

    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
  19. 19

    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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