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  1. 1
    Intelligent Sensor Data Pre-processing Using Continuous Restricted Boltzmann Machine

    Intelligent Sensor Data Pre-processing Using Continuous Restricted Boltzmann Machine by Suhaimi, Emil Zaidan

    Published 2007
    “…The objective of the project is to finda solution to pre-process noisy signalfor sensors in Lab-on-a-Chip (LOC) and System-on-Chip (SOC) technologies. …”
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    Final Year Project
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  2. 2
    Interactive Pre-Interview Screening System (IPSS) for High-Performance Customer Contact Workforce

    Interactive Pre-Interview Screening System (IPSS) for High-Performance Customer Contact Workforce by Abdul Wahab, Siti Nurdiyana

    Published 2011
    “…This solution system must be able to automatically evaluate the candidates' capabilities to handle real working situations and respond to real-life problems, while at the same time pre-screen the candidates' soft skills (listening skills, reasoning abilities, problem solving, etc.). …”
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  3. 3
    Surface electromyography hand motion classification using time domain features and artificial neural network for real time application

    Surface electromyography hand motion classification using time domain features and artificial neural network for real time application by Ahmad Nadzri, Ahmad Akmal, Mohd Zaini, Mohd Hanif, Ahmad, Siti Anom, Marhaban, Mohammad Hamiruce, Jaafar, Haslina, Md. Ali, Sawal Hamid

    Published 2014
    “…Meanwhile, hardware computational steps were recorded at pre-processing and feature extraction steps. It can be concluded that time domain features are efficient for real time application with 6 ms simulation delay. …”
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  4. 4
    Real-time facial expression recognition system (FERS)

    Real-time facial expression recognition system (FERS) by Thelehaswary, Appalasamy

    Published 2011
    “…Evolutionary methodology was implemented in this system design by using several image processing techniques include imageacquisition,image enhancement (or known as pre-processing stages)and feature extraction.Hundred and fifty four sample,data of human faces in the range of 18 to 26 years old is tested.The system first applies some pre-processing stages to enhance the input image and reduce the noise.The face boundary will then be detected. …”
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    Undergraduates Project Papers
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  5. 5
    Data pre-processing for cardiovascular disease classification: A systematic literature review

    Data pre-processing for cardiovascular disease classification: A systematic literature review by Irfan Javid, Irfan Javid, Ghazali, Rozaida, Muhammad Zulqarnain, Muhammad Zulqarnain, Hassan, Norlida

    Published 2023
    “…The foremost objective of this paper is to highlight and summarize the research work about (i) data preparation techniques mostly used, (ii) the impact of pre-processing procedures on the accuracy of a heart disease prediction system, (iii) classifier enactment with data pre-processing techniques, (4) comparison in terms of accuracy of the different pre-processing model. …”
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  6. 6
    Data pre-processing for cardiovascular disease classification: A systematic literature review

    Data pre-processing for cardiovascular disease classification: A systematic literature review by Irfan Javid, Irfan Javid, Ghazali, Rozaida, Muhammad Zulqarnain, Muhammad Zulqarnain, Hassan, Norlida

    Published 2023
    “…The foremost objective of this paper is to highlight and summarize the research work about (i) data preparation techniques mostly used, (ii) the impact of pre-processing procedures on the accuracy of a heart disease prediction system, (iii) classifier enactment with data pre-processing techniques, (4) comparison in terms of accuracy of the different pre-processing model. …”
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  7. 7
    Data pre-processing for cardiovascular disease classification: A systematic literature review

    Data pre-processing for cardiovascular disease classification: A systematic literature review by Irfan Javid, Irfan Javid, Ghazali, Rozaida, Muhammad Zulqarnain, Muhammad Zulqarnain, Hassan, Norlida

    Published 2023
    “…The foremost objective of this paper is to highlight and summarize the research work about (i) data preparation techniques mostly used, (ii) the impact of pre-processing procedures on the accuracy of a heart disease prediction system, (iii) classifier enactment with data pre-processing techniques, (4) comparison in terms of accuracy of the different pre-processing model. …”
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  8. 8
    Data pre-processing for cardiovascular disease classification: A systematic literature review

    Data pre-processing for cardiovascular disease classification: A systematic literature review by Javid, Irfan, Ghazali, Rozaida, Muhammad Zulqarnain, Muhammad Zulqarnain, Hassan, Norlida

    Published 2023
    “…The foremost objective of this paper is to highlight and summarize the research work about (i) data preparation techniques mostly used, (ii) the impact of pre-processing procedures on the accuracy of a heart disease prediction system, (iii) classifier enactment with data pre-processing techniques, (4) comparison in terms of accuracy of the different pre-processing model. …”
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  9. 9
    Data pre-processing for cardiovascular disease classification: A systematic literature review

    Data pre-processing for cardiovascular disease classification: A systematic literature review by Javid, Irfan, Ghazali, Rozaida, Muhammad Zulqarnain, Muhammad Zulqarnain, Hassan, Norlida

    Published 2023
    “…The foremost objective of this paper is to highlight and summarize the research work about (i) data preparation techniques mostly used, (ii) the impact of pre-processing procedures on the accuracy of a heart disease prediction system, (iii) classifier enactment with data pre-processing techniques, (4) comparison in terms of accuracy of the different pre-processing model. …”
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  10. 10
    The effects of compiler optimizations in face recognition system

    The effects of compiler optimizations in face recognition system by Shuhaizar, Daud, Khalib, Z.I.K, R. Badlishah, Ahmad, Mohamad Rizon, Mohamed Juhari

    Published 2009
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  11. 11
    Wireless Smart Sensor Network for Flood Management Optimization

    Wireless Smart Sensor Network for Flood Management Optimization by Alfarra, Hossam Adden, Alsibai, Mohammad Hayyan

    Published 2017
    “…This pre-processing step is to improve the reliability,data quality and transmission quality. …”
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  12. 12
    Real-time pre-placed marker-less square-ROI verification system based on contour-corner approach for breast augmentation

    Real-time pre-placed marker-less square-ROI verification system based on contour-corner approach for breast augmentation by Rechard Lee, Abdullah Bade, Salina Sulaiman, Siti Hasnah Tanalol

    Published 2013
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  13. 13
    Improvement of Cepstrum Analysis for the Purpose to Detect Leak, Feature and Its Location in Water Distribution System based on Pressure Transient Analysis / Hanafi.M.Yusop ...[et al.]

    Improvement of Cepstrum Analysis for the Purpose to Detect Leak, Feature and Its Location in Water Distribution System based on Pressure Transient Analysis / Hanafi.M.Yusop ...[et... by M.Yusop, Hanafi, Ghazali, M.F., M.Yusof, M.F., W.Hamat, W.S.

    Published 2019
    “…Therefore, PCA and DWT were recommended as data pre-processing methods to improve cepstrum analysis result.…”
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  14. 14
    Improvement real-time detection of moving vehicle in a dynamic scene using shadow removal method / Khairul Azman Ahmad, Mohd Halim Mohd Noor,Mohamad Adha Mohamad Idin

    Improvement real-time detection of moving vehicle in a dynamic scene using shadow removal method / Khairul Azman Ahmad, Mohd Halim Mohd Noor,Mohamad Adha Mohamad Idin by Ahmad, Khairul Azman, Mohd Noor, Mohd Halim, Mohamad Idin, Mohamad Adha

    Published 2011
    “…Pre¬processing consists of a collection of simple image processing tasks that change the raw input video into a format that can be processed by subsequent steps. …”
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  15. 15
    The directs impact to pre-filtering process to weather dataset

    The directs impact to pre-filtering process to weather dataset by Al-Zyadat, Wa'el Jum'ah, Atan, Rodziah, Ibrahim, Hamidah, Azmi Murad, Masrah Azrifah

    Published 2011
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  16. 16
    Adaptive grid-meshed-buffer clustering algorithm for outlier detection in evolving data stream

    Adaptive grid-meshed-buffer clustering algorithm for outlier detection in evolving data stream by Abdulateef, Alaa Fareed

    Published 2023
    “…As the number of connected devices rises, real-time processing of data streams has garnered significant attention and interest within the scientific community. …”
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  17. 17
    Partial Pose Estimation Of Rigid Object System Using Cad Database

    Partial Pose Estimation Of Rigid Object System Using Cad Database by Zulkoffli, Zuliani

    Published 2017
    “…Image acquisition is divided into CAD image acquisition and Projection Real Image (PRI) acquisition. Image pre-processing consists of image rescaling, image segmentation and image registration. …”
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  18. 18
    A model for real-time recognition and textual representation of Malaysian sign language through image processing

    A model for real-time recognition and textual representation of Malaysian sign language through image processing by Karabasi, Mostafa, Bhatti, Zeeshan, Shah, Asadullah

    Published 2013
    “…We propose a model for recognizing Malaysian sign language through image processing techniques and converting the visual information into textual information in real-time. …”
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    Proceeding Paper
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  19. 19
    Preprocessing And Pretraining Of Multilayer Feed Forward Neural Network

    Preprocessing And Pretraining Of Multilayer Feed Forward Neural Network by Asadi, Roya

    Published 2009
    “…However, this process is random and creates the paradox of low accuracy and high training time. …”
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  20. 20
    Real time waste material detection using region-based convolutional neural network (RCNN) / Mohammad Aiman Haziq Mohd Hudzir

    Real time waste material detection using region-based convolutional neural network (RCNN) / Mohammad Aiman Haziq Mohd Hudzir by Mohd Hudzir, Mohammad Aiman Haziq

    Published 2019
    “…Next, the dataset will undergo pre-processing that creates bound box around the images. …”
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