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  1. 1
    Fuzzy modeling using Bat Algorithm optimization for classification

    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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  2. 2
    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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  3. 3
    Web-based expert system for material selection of natural fiber- reinforced polymer composites

    Web-based expert system for material selection of natural fiber- reinforced polymer composites by Ahmed Ali, Basheer Ahmed

    Published 2015
    “…So, the integration of Artificial Neural Network (ANN) with an Expert System for material classification was explored. The computational tool, Matlab was proposed for classification with Levenberg-Marquardt training algorithm, which provided faster rate of convergence for feed forward network. …”
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  4. 4
    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
    “…The method was implemented using Java and the results of the simulation were evaluated using five standard performance metrics: accuracy, AUC, precision, recall, and f-Measure. …”
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  5. 5
    A multi-filter feature selection in detecting distributed denial-of-service attack

    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
    “…In addition, the proposed M2FS method is developed through WEKA API with Java Programming language using the IDE of Eclipse Java. …”
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  6. 6
    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
    “…Features selection process can be considered a problem of global combinatorial optimization in machine learning. Genetic algorithm GA had been adopted to perform features selection method; however, this method could not deliver an acceptable detection rate, lower accuracy, and higher false alarm rates. …”
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  7. 7
    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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  8. 8
    Software metrics selection model for predicting maintainability of object-oriented software using genetic algorithms

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

    Published 2016
    “…The study proposes the use of software metric thresholds in the classification process during the GA representation. …”
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  9. 9
    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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  10. 10
    Development Of Machine Learning User Interface For Pump Diagnostics

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

    Published 2022
    “…Machine Learning is one of the ways as a preventive method by applying the data collected from the clogging experiment in the vibration lab to build up a machine learning model for classification of flow blockage levels in the centrifugal pump. …”
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    Monograph
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  11. 11
    Design and analysis of high performance matrix filling for DNA sequence alignment accelerator using asic design flow: article / Nurzaima Mahmod

    Design and analysis of high performance matrix filling for DNA sequence alignment accelerator using asic design flow: article / Nurzaima Mahmod by Mahmod, Nurzaima

    “…To optimize the performance of the algorithm by exploiting parallelism in the design several techniques have been developed. …”
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  12. 12
    Design and analysis of high performance matrix filling for DNA sequence alignment accelerator using ASIC design flow / Nurzaima Mahmod

    Design and analysis of high performance matrix filling for DNA sequence alignment accelerator using ASIC design flow / Nurzaima Mahmod by Mahmod, Nurzaima

    Published 2010
    “…To optimize the performance of the algorithm by exploiting parallelism in the design several techniques have been developed. …”
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  13. 13
    Hardware And Software Partitioning Using Genetic Algorithm In Image Processing Application

    Hardware And Software Partitioning Using Genetic Algorithm In Image Processing Application by Loo, Fang Hean

    Published 2018
    “…In this project, HW-SW Partitioning is used as a process to map each task of image processing application to be executed either in software (Hard Processor System, HPS) or hardware (Field Programmable Gate Array, FPGA). The framework for HW-SW Partitioning using Genetic Algorithm (GA) is developed in MATLAB. …”
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  14. 14
    A Malay Chatterbot

    A Malay Chatterbot by Lokman, Aina Fatiha

    Published 2005
    “…The simplicity of AIML makes it easy for non-programmers, especially those who already knowHTML, to get started writing chat robots.…”
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    Final Year Project
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  15. 15
    Design and Implementation of Advanced Encryption Standard Using Verilog HDL

    Design and Implementation of Advanced Encryption Standard Using Verilog HDL by Shamsiah, Suhaili, Rene Brooke, Fredrick, Zainah, Md. Zain, Norhuzaimin, Julai

    Published 2020
    “…The focus of this paper is to match with the existing cryptography algorithm, 128-bit Advanced Encryption Algorithm and improving the processing speed for the design with hardware implementation. …”
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  16. 16
    A cluster analysis of population based cancer registry in Brunei Darussalam : an exploratory study

    A cluster analysis of population based cancer registry in Brunei Darussalam : an exploratory study by Lai, Daphne Teck Ching, Owais A. Malik

    Published 2022
    “…The top three prevalent cancers associated with these subgroups were consistently identified using the three algorithms. Upon comparing the subgroups’ ages during diagnosis, we identify possible screening behaviours of specific subgroups, suggesting for early screening awareness programmes. …”
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  17. 17
    Design and implementation of advanced encryption standard using verilog HDL

    Design and implementation of advanced encryption standard using verilog HDL by Shamsiah, Suhaili, Fredrick, Rene Brooke, Zainah, Md. Zain, Norhuzaimin, Julai

    Published 2022
    “…The focus of this paper is to match with the existing cryptography algorithm, 128-bit Advanced Encryption Algorithm and improving the processing speed for the design with hardware implementation. …”
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  18. 18
    Development of low cost 3D scanner (LC3S) using Matlab and FPGA / Abdul Rais Abdul Rahim ...[et al.]

    Development of low cost 3D scanner (LC3S) using Matlab and FPGA / Abdul Rais Abdul Rahim ...[et al.] by Abdul Rahman, Abdul Rais, Abdol Rahman, Mohd Adli, Ramli, Muhammad Azizi, Saparon, Azilah

    Published 2018
    “…Nowadays, three dimensional (3D) scanners are getting more popular with the advancement and development in technology. …”
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  19. 19
    A review on path collisions and resources usage in hybrid optical Network on Chip (HONoC)

    A review on path collisions and resources usage in hybrid optical Network on Chip (HONoC) by Razali R.A., Othman M.

    Published 2023
    Conference Paper
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  20. 20
    Enhancing obfuscation technique for protecting source code against software reverse engineering

    Enhancing obfuscation technique for protecting source code against software reverse engineering by Mahfoudh, Asma

    Published 2019
    “…There is also a need to develop a tool that contains the three approaches where the developer can customize the protection of the source code.…”
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