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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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  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
    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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  4. 4
    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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  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 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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  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
    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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  10. 10
    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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  11. 11
    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
    “…Monitoring through of data near real-time (dynamic data), in this paper, we address the issue of efficiently monitoring the satisfaction of sequential process to receive on the way to data storage. …”
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  12. 12
    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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    Thesis
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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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    Research Reports
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  15. 15
    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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  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
    A scaffolding framework using mind maps and metacomponents to improve real-world physics problem-solving skills

    A scaffolding framework using mind maps and metacomponents to improve real-world physics problem-solving skills by Siti Nazirah Butai, Fatin Aliah Phang

    Published 2024
    “…This framework incorporates mind maps as a scaffolding tool and metacomponents as an executive process to assist students in planning, monitoring, and evaluating their problem-solving process. …”
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  18. 18
    Motor imaginary-based brain machine interface design using programmable logic controllers for the disabled

    Motor imaginary-based brain machine interface design using programmable logic controllers for the disabled by Jeyabalan, V., Samraj, A., Loo, C.K.

    Published 2010
    “…A real-time test system was designed using MATLAB for signal processing, KEP-Ware V4 OLE for process control (OPC), a wireless local area network router, an Omron Sysmac CPM1 PLC and a 5 V/0.3 A motor. …”
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  19. 19
    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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  20. 20
    ASIC Layout Design-Space Exploration of Pan-and-Tompkins Pre-Processing Algorithm for High Efficiency Electrocardiogram Monitor

    ASIC Layout Design-Space Exploration of Pan-and-Tompkins Pre-Processing Algorithm for High Efficiency Electrocardiogram Monitor by Jia, Hui Lim, Yuan, Wen Hau, Hoe, Tung Yew, Sreedharan Baskara Dass

    Published 2020
    “…Moreover, long hour ECG monitoring requires an efficient architecture to support real-time processing and low power consumption. This paper presents an application specific integrated circuit (ASIC) design of Pan-and-Tompkins ECG pre-processing algorithm which aims to remove several unwanted noise to increase analysis accuracy. …”
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