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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
    “…A Sazonov Engine which is a fuzzy java engine is use to apply Bat Algorithm in the experiment. …”
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    Undergraduates Project Papers
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  2. 2
    Classification System for Heart Disease Using Bayesian Classifier

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

    Published 2007
    “…This system was developing base on to three main part which is data processing, testing and implementation of the algorithm. …”
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    Thesis
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  3. 3
    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
    “…Major problems in classification task are large amount of training data, large number of features and different behavior of data streams that reduce accuracy and increase computational cost in classifier training phase. …”
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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
    “…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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  5. 5
    A web-based implementation of k-means algorithms

    A web-based implementation of k-means algorithms by Lee, Quan

    Published 2022
    “…Firstly, k-luster could incorporate additional clustering algorithms, or even classification algorithms in the future. …”
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    Final Year Project / Dissertation / Thesis
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  6. 6
    Virtual force field algorithm for a behaviour-based autonomous robot in unknown environments

    Virtual force field algorithm for a behaviour-based autonomous robot in unknown environments by Nakhaeinia, Danial, Tang, Sai Hong, Karasfi, Babak, Motlagh, Omid Reza Esmaeili, Kit, A. C.

    Published 2011
    “…The FL algorithm is used for velocity control based on sonar readings. …”
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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
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  8. 8
    Automatic prehension using an accelerometer and force sensor

    Automatic prehension using an accelerometer and force sensor by Ahmad, Siti Anom, Chappell, Paul H., Ali, Mohd Liakot

    Published 2005
    “…Experimental results are presented for the acceleration and the subsequent integrations. Having the necessary components identified, built and tested, the apparatus can be used to investigate automatic control algorithms for secure grips on objects.…”
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  9. 9
    Enhancement of impact force determination with modal transformation method by using integration and data filtering /Khoo Shin Yee

    Enhancement of impact force determination with modal transformation method by using integration and data filtering /Khoo Shin Yee by Khoo, Shin Yee

    Published 2013
    “…In this study, impact force determination with MTM is enhanced by using integration and data filtering approaches. …”
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  10. 10
    Technical report: numerical-analytical algorithm for constructing the envelope of the point mass trajectories in midair / Umi Yasmin Norhani

    Technical report: numerical-analytical algorithm for constructing the envelope of the point mass trajectories in midair / Umi Yasmin Norhani by Norhani, Umi Yasmin

    Published 2018
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    Student Project
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  11. 11
    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 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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  12. 12
    Integrating fuzzy logic and brute force algorithm in optimizing energy management systems for battery electric vehicles

    Integrating fuzzy logic and brute force algorithm in optimizing energy management systems for battery electric vehicles by Abulifa, Abdulhadi Abdulsalam, Che Soh, Azura, Hassan, Mohd Khair, Raja Kamil, Mohd Radzi, Mohd Amran

    Published 2023
    “…This research proposes a solution to achieve more efficient control of HVAC consumption by integrating fuzzy logic techniques with brute-force algorithms to optimize the Energy Management System (EMS) in BEVs. …”
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  13. 13
    Integrating fuzzy logic and brute force algorithm in optimizing Energy Management Systems for Battery Electric Vehicles

    Integrating fuzzy logic and brute force algorithm in optimizing Energy Management Systems for Battery Electric Vehicles by Abdulsalam Abulifa, Abdulhadi, Che Soh, Azura, Hassan, Mohd Khair, Kamil, Raja, Mohd Radzi, Mohd Amran

    Published 2024
    “…This research proposes a solution to achieve more efficient control of HVAC consumption by integrating fuzzy logic techniques with brute-force algorithms to optimize the Energy Management System (EMS) in BEVs. …”
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  14. 14
    Calibration of optical based silicone tactile sensor based on image deformation technique / Abdul Halim Esa

    Calibration of optical based silicone tactile sensor based on image deformation technique / Abdul Halim Esa by Esa, Abdul Halim

    Published 2016
    “…These newly developed algorithms convert unmeasurable image to measureable image using image processing technique. …”
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  15. 15
    Cooperative source detection using an optimized distributed levy flight algorithm

    Cooperative source detection using an optimized distributed levy flight algorithm by Ab.Majid, Mad Helmi, Arshad, Mohd Rizal, Yahya, Mohd Faid

    Published 2023
    “…Additionally, to integrate cooperative behavior, an artificial attractive force is used to maintain communication among the agents. …”
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  16. 16
    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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  17. 17
    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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  18. 18
    Enhanced PID for pedal vehicle force control using hybrid spiral sine-cosine optimization and experimental validation

    Enhanced PID for pedal vehicle force control using hybrid spiral sine-cosine optimization and experimental validation by Azrul Azim, Abdullah Hashim, Nor Maniha, Abdul Ghani, Mohammad Osman, Tokhi

    Published 2025
    “…This study develops and validates a force feedback control system for automotive pedals utilizing an optimized PID controller using the hybrid Spiral Sine-Cosine algorithm (SSCA). …”
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  19. 19
    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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  20. 20
    Obstacle Avoidance by Steering and Braking with Minimum Total Vehicle Force

    Obstacle Avoidance by Steering and Braking with Minimum Total Vehicle Force by Phuman Singh, Amrik Singh, Nishihara, Osamu

    Published 2016
    “…This algorithm realizes optimal control by minimizing the total vehicle force using integrated steering and braking control. …”
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