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  1. 1
    Classification System for Heart Disease Using Bayesian Classifier

    Classification System for Heart Disease Using Bayesian Classifier by Magendram, Anusha

    Published 2007
    “…In this system a Bayesian algorithm was used in order to implement the system. …”
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  2. 2
    Fuzzy modeling using Bat Algorithm optimization for classification

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

    Published 2018
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    Undergraduates Project Papers
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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
    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
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  5. 5
    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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  6. 6
    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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  7. 7
    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
    “…To evaluate this technique, an experiment was conducted on two geospatial systems developed using Java programming language where the Chidamber and Kemerer (CK) metrics were used. …”
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  8. 8
    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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  9. 9
    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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  10. 10
    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
    “…Samples data were recorded in the morning before food intake and two hours after food intake using four MQ 2, MQ 5, MQ 6 and MQ 8 sensors, in previously built Electronic Nose prototype system. A 5-fold cross-validation testing was implemented for classification results analysis. …”
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  11. 11
    Smart citation manager

    Smart citation manager by Teh, Zhi Yun

    Published 2019
    “…The goals to be achieved included (i) a reference management module to store, manage reference data and create citation and bibliography in formatted to a citation style required for publication. …”
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  12. 12
    A Comparative Study of Some Cellular Manufacturing Techniques

    A Comparative Study of Some Cellular Manufacturing Techniques by Low, W. K., Osman, M. R., M. Yusuff, Rosnah

    Published 2000
    “…Overall, Bond Energy Algorithm (BEA) was found to be the best cell formation technique.…”
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  13. 13
    Trajectory planning and simulation for 3d printing process

    Trajectory planning and simulation for 3d printing process by Ng, Chin Yong

    Published 2022
    “…Development of the simulator was started with the development of STL file reader to extract the triangular facets’ vertices from a STL file in ASCII format. …”
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  14. 14
    SNR Based DSDV Routing Protocol for MANET

    SNR Based DSDV Routing Protocol for MANET by Mohd Fairuz, Muhamad Fadzil

    Published 2012
    “…In this project the Signal-to-Noise (SNR) based routing protocol has been adapted into the standard Destination Sequenced Distance Vector (DSDV) routing algorithm by developing an algorithm to calculate the cumulative average SNR from source to destination and apply the algorithm in the DSDV routing protocol. …”
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  15. 15
    Performance Analysis of Duty-Cycle Division Multiplexing for Optical Fiber Communication Systems

    Performance Analysis of Duty-Cycle Division Multiplexing for Optical Fiber Communication Systems by Mahdiraji, Ghafour Amouzad

    Published 2009
    “…In this study, the design of DCDM multiplexer and demultiplexer is improved. A new set of algorithm are developed for data recovery in the receiver. …”
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  16. 16
    Detecting JFIF header using FORHEADER

    Detecting JFIF header using FORHEADER by Kamaruddin Malik, Mohamad, Herawan, Tutut, Mustafa, Mat Deris

    Published 2011
    “…In this paper, we introduce three novel algorithms; single-byte-marker, dual-byte-marker and 20-point-reference for JPEG File Interchange Format (JFIF) header detection using a newly introduced FORHEADER model. …”
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  17. 17
    Solving power system state estimation using orthogonal decomposition algorithm / Tey Siew Kian

    Solving power system state estimation using orthogonal decomposition algorithm / Tey Siew Kian by Tey, Siew Kian

    Published 2009
    “…The orthogonal decomposition method avoids the formation of the gain matrix by triangularizing it directly with QR factorization and Householder transformation (refer to section 3.3.2),which is found to be numerically more stable. …”
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  18. 18
    System Interface Design For CAD/CAM-Simulink Data Exchange System Using MATLAB

    System Interface Design For CAD/CAM-Simulink Data Exchange System Using MATLAB by Mat Seman, Norhidayah, Jamaludin, Zamberi, Minhat, Mohamad

    Published 2018
    “…The proposed CS-DES system enhances data automation through formation of the graphical user input reference interface of the machine tools control system using NC manufacturing codes data as the reference input signal. …”
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  19. 19
    An analysis of hateful contents detection techniques on social media

    An analysis of hateful contents detection techniques on social media by Maw, Maw

    Published 2016
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    Conference or Workshop Item
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  20. 20
    Integration Of G-Code With Position Controller Via Interpreter Design Using MATLAB For Milling Machine Application

    Integration Of G-Code With Position Controller Via Interpreter Design Using MATLAB For Milling Machine Application by Mat Seman., Norhidayah

    Published 2019
    “…Thus, this thesis aims to integrate directly the trajectory in G-code form of *.txt format as input reference for the position controller algorithm designed in MATLAB/Simulink via development of a system interpreter. …”
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