Search Results - project ((reflection algorithm) OR (((replication algorithm) OR (prediction algorithm))))

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  1. 1
    The influence of machine learning on the predictive performance of cross-project defect prediction: empirical analysis

    The influence of machine learning on the predictive performance of cross-project defect prediction: empirical analysis by Bala, Yahaya Zakariyau, Samat, Pathiah Abdul, Sharif, Khaironi Yatim, Manshor, Noridayu

    Published 2024
    “…The choice of these algorithms reflects their prevalence in software defect prediction literature and their diversity. …”
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  2. 2
    Hybrid optimization approach to estimate random demand

    Hybrid optimization approach to estimate random demand by Wahab, Musa, Ku-Mahamud, Ku Ruhana, Yasin, Azman

    Published 2012
    “…The main objective of this study is to develop a demand forecasting model that should reflect the characteristics of random demand patterns.To accomplish this goal, a hybrid algorithm combining a genetic algorithm and a local search algorithm method was developed to overcome premature convergence in local optima problems.The performance of the hybrid algorithm was compared with a single algorithm model in estimating parameter values that minimize objective function which was used to measure the goodness-of-fit between the observed data and simulated results.However, two problems had to be overcome in the forecasting random demand model. …”
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    Conference or Workshop Item
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  3. 3
    Design of smart waste bin and prediction algorithm for waste management in household area

    Design of smart waste bin and prediction algorithm for waste management in household area by Yusoff, Siti Hajar, Abdullah Din, Ummi Nur Kamilah, Mansor, Hasmah, Midi, Nur Shahida, Zaini, Syasya Azra

    Published 2018
    “…Maintaining current municipal solid waste management (MSWM) for the next ten years would not be efficient anymore as it has brought many environmental issues such as air pollution. This project has proposed Artificial Neural Network (ANN) based prediction algorithm that can forecast Solid Waste Generation (SWG) based on household size factor. …”
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  4. 4
    Predicting Chlorophyll Intensity Of Various Plants Using Improved Convolutional Neural Network

    Predicting Chlorophyll Intensity Of Various Plants Using Improved Convolutional Neural Network by Michelle, Nashrin Bawai

    Published 2023
    “…Hence, in this project, a rapid and straightforward convolutional neural network (CNN) algorithm was proposed to predict chlorophyll intensity of various plant species based on leaf reflectance spectra. …”
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    Final Year Project Report / IMRAD
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  5. 5
    Application of hybrid evolutionary algorithm (HEA) to discover the best rule set to explain dissolved oxygen (D.O.) dynamics in 2 freshwater lakes / Awanis Azizan

    Application of hybrid evolutionary algorithm (HEA) to discover the best rule set to explain dissolved oxygen (D.O.) dynamics in 2 freshwater lakes / Awanis Azizan by Awanis, Azizan

    Published 2012
    “…This project was initiated to study the ability of Hybrid Evolutionary Algorithms (HEA) in predicting the best rule sets to explain the dynamics of dissolved oxygen pattern in 2 freshwater lakes, Tasik Bera (Bera Lake) and Putrajaya Lake. …”
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    Thesis
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  6. 6
    Songket pattern classification using backpropagation neural network / Nik Aidil Syawalni Nik Mazlan

    Songket pattern classification using backpropagation neural network / Nik Aidil Syawalni Nik Mazlan by Nik Mazlan, Nik Aidil Syawalni

    Published 2024
    “…The process included data pre-processing and feature extraction. The BPNN algorithm was implemented to proficiently identify and classify Songket pattern, and the evaluation involved analyzing predicted results with different data splitting ratios, such as 70:30 and 80:20. …”
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  7. 7
    Relationship based replication algorithm for data grid

    Relationship based replication algorithm for data grid by Yusof, Yuhanis

    Published 2014
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    Monograph
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  8. 8
    Enhanced efficiency and stability photovoltaic systems integrating improved MPPT photovoltaic systems / Mohd Hazni Abdul Halim Shah

    Enhanced efficiency and stability photovoltaic systems integrating improved MPPT photovoltaic systems / Mohd Hazni Abdul Halim Shah by Abdul Halim Shah, Mohd Hazni

    Published 2025
    “…The duty cycle profiles reflected the converter's adaptable operational behavior, maintaining a stable and predictable response to changes in irradiance. …”
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    Student Project
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  9. 9
    Navigating challenges and opportunities of machine learning in hydrogen catalysis and production processes: Beyond algorithm development

    Navigating challenges and opportunities of machine learning in hydrogen catalysis and production processes: Beyond algorithm development by Salehmin M.N.I., Tiong S.K., Mohamed H., Umar D.A., Yu K.L., Ong H.C., Nomanbhay S., Lim S.S.

    Published 2025
    “…While the literature reflects a promising landscape for ML applications in hydrogen energy domains, transitioning AI-based algorithms from controlled environments to real-world applications poses significant challenges. …”
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  10. 10
    A study on component-based technology for development of complex bioinformatics software

    A study on component-based technology for development of complex bioinformatics software by Ali Shah, Zuraini, Deris, Safaai, Othman, Muhamad Razib, Zakaria, Zalmiyah, Saad, Puteh, Hassan, Rohayanti, Muda, Mohd. Hilmi, Kasim, Shahreen, Roslan, Rosfuzah

    Published 2004
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    Monograph
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  11. 11
    Prediction of UPSR Result using clonal selection algorithm (PUR) / Muhammed Khaleeq Shafii

    Prediction of UPSR Result using clonal selection algorithm (PUR) / Muhammed Khaleeq Shafii by Shafii, Muhammed Khaleeq

    Published 2012
    “…This project focuses on three main objectives to investigate the UPSR Examination of data for prediction result, to study the Clonal Selection algorithm of the term and to develop the Prediction of UPSR Result System using Clonal Selection Algorithm. …”
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  12. 12
    Implementation of VLSI architecture in linear prediction algorithm / Mohd Saiful Mistor

    Implementation of VLSI architecture in linear prediction algorithm / Mohd Saiful Mistor by Mistor, Mohd Saiful

    Published 2013
    “…This project presents the implementation of VLSI architecture in linear prediction algorithm. …”
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  13. 13
    Development And Verification Of Traffic Noise Estimation Using Quarry Environmental Modeling (Qem)

    Development And Verification Of Traffic Noise Estimation Using Quarry Environmental Modeling (Qem) by Rahim, Nuramizah Abdul

    Published 2017
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    Monograph
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  14. 14
    Laptop price prediction using decision tree algorithm / Nurnazifah Abd Mokti

    Laptop price prediction using decision tree algorithm / Nurnazifah Abd Mokti by Abd Mokti, Nurnazifah

    Published 2024
    “…This research project focuses on developing a laptop price prediction model using the decision tree algorithm based on laptop specifications. …”
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    Thesis
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  15. 15
    A Mobile Application For Stock Price Prediction

    A Mobile Application For Stock Price Prediction by Choy, Yi Tou

    Published 2021
    “…In conclusion, this project’s objectives were achieved by developing the mobile application for stock price prediction using the best time series algorithm evaluated, which is ARIMA.…”
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    Final Year Project / Dissertation / Thesis
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  16. 16
    Implementation of VLSI architecture in linear prediction algorithm: article / Mohd Saiful Mistor

    Implementation of VLSI architecture in linear prediction algorithm: article / Mohd Saiful Mistor by Mistor, Mohd Saiful

    Published 2013
    “…This project presents the implementation of VLSI architecture in linear prediction algorithm. …”
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    Article
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  17. 17
    Personality prediction using Random Forest algorithm / Wan Abdul Qayyum Abdul Wahab

    Personality prediction using Random Forest algorithm / Wan Abdul Qayyum Abdul Wahab by Abdul Wahab, Wan Abdul Qayyum

    Published 2023
    “…The research effort attempted to create a personality prediction system based on the Random Forest algorithm. …”
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    Thesis
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  18. 18
    State Revenue Prediction Dashboard using Machine Learning Algorithm

    State Revenue Prediction Dashboard using Machine Learning Algorithm by Khairuddin, Nur Hasyadina

    Published 2022
    “…This report serves as documentation for the State Revenue Prediction Dashboard utilizing Machine Learning algorithm project. …”
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    Final Year Project
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  19. 19
    Integration of projection histograms and linear prediction for object tracking

    Integration of projection histograms and linear prediction for object tracking by Yeoh, Phaik Yong, Abu Bakar, Syed Abdul Rahman

    Published 2003
    “…The proposed tracking algorithm integrates the Projection Histograms technique with the Linear Prediction method in order to achieve a faster tracking speed. …”
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  20. 20
    Predicting breast cancer using ant colony optimisation / Siti Sarah Aqilah Che Ani

    Predicting breast cancer using ant colony optimisation / Siti Sarah Aqilah Che Ani by Che Ani, Siti Sarah Aqilah

    Published 2021
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    Student Project
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