Search Results - ((pre processing) OR (data processing))

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  1. 1
    The Design of Pre-Processing Multidimensional Data Based on Component Analysis

    The Design of Pre-Processing Multidimensional Data Based on Component Analysis by Jasni, Mohamad Zain, Rahmat Widia, Sembiring

    Published 2011
    “…RapidMiner is used for data pre-processing using FastICA algorithm. Kernel K-mean is used to cluster the pre-processed data and Expectation Maximization (EM) is used to model. …”
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  2. 2
    Data pre-processing of website browsing record: An initial step for web page classification

    Data pre-processing of website browsing record: An initial step for web page classification by Siti Hawa, Apandi, Jamaludin, Sallim, Rozlina, Mohamed

    Published 2021
    “…There are many steps in data pre-processing which include data cleaning and web content pre-processing. …”
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  3. 3
    Data pre-processing of website browsing records: To prepare quality dataset for web page classification

    Data pre-processing of website browsing records: To prepare quality dataset for web page classification by Siti Hawa, Apandi, Jamaludin, Sallim, Rozlina, Mohamed, Norkhairi, Ahmad

    Published 2024
    “…Data pre-processing involves two main steps: data cleaning and web content pre-processing. …”
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  4. 4
    Data Pre-processing of Website Browsing Records: To Prepare Quality Dataset for Web Page Classification

    Data Pre-processing of Website Browsing Records: To Prepare Quality Dataset for Web Page Classification by Siti Hawa, Apandi, Jamaludin, Sallim, Rozlina, Mohamed, Norkhairi, Ahmad

    Published 2024
    “…Data pre-processing involves two main steps: data cleaning and web content pre-processing. …”
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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 literature review concludes that data reduction and data cleaning pre-processing techniques are mostly used in heart disease prediction systems. …”
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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 literature review concludes that data reduction and data cleaning pre-processing techniques are mostly used in heart disease prediction systems. …”
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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 literature review concludes that data reduction and data cleaning pre-processing techniques are mostly used in heart disease prediction systems. …”
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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 literature review concludes that data reduction and data cleaning pre-processing techniques are mostly used in heart disease prediction systems. …”
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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 literature review concludes that data reduction and data cleaning pre-processing techniques are mostly used in heart disease prediction systems. …”
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  10. 10
    The impact of pre-processing and feature selection on text classification

    The impact of pre-processing and feature selection on text classification by Suryanti, Awang, Nur Syafiqah, Mohd Nafis

    Published 2020
    “…Pre-processing activities and feature selection are two methods to process the text documents. …”
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  11. 11
    Data Pre Processing Methodology for Computational Experiment in Analyzing Protein Interaction Networks

    Data Pre Processing Methodology for Computational Experiment in Analyzing Protein Interaction Networks by Jamaludin, Sallim, Rosni, Abdullah, Ahamad Tajudin, Khader

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  12. 12
    A comparative study on the pre-processing and mining of Pima Indian diabetes dataset

    A comparative study on the pre-processing and mining of Pima Indian diabetes dataset by Amatul, Zehra, Tuty, Asmawaty, Md Aris, Mohd Aznan

    Published 2013
    “…This paper compares the classification accuracies of non-processed and pre-processed data. The results clearly show that the pre-processed data gives better classification accuracy.…”
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  13. 13
    Influence of different pre-processing methods in predicting sugarcane quality from near-infrared (NIR) spectral data

    Influence of different pre-processing methods in predicting sugarcane quality from near-infrared (NIR) spectral data by Mat Lazim, Siti Saripa Rabiah, Mat Nawi, Nazmi, Chen, Guangnan, Jensen, Troy, Md Rasli, Ahmad Muslim

    Published 2016
    “…The performance of these pre-processing methods was evaluated using spectral data collected from 292 sugarcane internode samples using a visible-shortwave near infrared spectroradiometer (VNIRS). …”
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  14. 14
    Implementation of moving average technique in data mining for signal pre-processing in electronic nose system

    Implementation of moving average technique in data mining for signal pre-processing in electronic nose system by Mohamad Yusof, Umi Kalsom, Che Soh, Azura, Ishak, Asnor Juraiza, Hassan, Mohd Khair, Khamis, Shamsul

    Published 2015
    “…Therefore, the moving average technique was applied for smoothing signal and data reduction in pre-processing stage for development of electronic nose system in this study.…”
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  15. 15
    Signal Processing Strategies in FT-NIR and FTIR Spectra of Palm Oils

    Signal Processing Strategies in FT-NIR and FTIR Spectra of Palm Oils by Rasaruddin, N.F, Hasan, M.N, Jaafar, M.Z, Mohd Ruah, M.E.N, Sim, S. F.

    Published 2014
    “…From the result, the use of different data pre-processing provides different quality of prediction model. …”
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  16. 16
    Data pre-processing on web server logs for generalized association rules mining algorithm

    Data pre-processing on web server logs for generalized association rules mining algorithm by Abd Wahab, Mohd Helmy, Mohd, Mohd Norzali, Hanafi, Hafizul Fahri, Mohamad Mohsin, Mohamad Farhan

    Published 2008
    “…Since the pre-processing is tedious process, it depending on the algorithm and purposes of the applications.…”
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  17. 17
    A comparison of GIS packages for geospatial data pre-processing

    A comparison of GIS packages for geospatial data pre-processing by Ndanusa, Ahmed, Md Dahalin, Zulkhairi, Ta'a, Azman

    Published 2018
    “…By this systematic assessment, both the current and potential users will be able to take full advantage of the most efficient GIS package to perform various analytical pre-processing tasks.The outcome of the assessment could be adopted as a guide for selecting an appropriate and reliable open source GIS platform for a timely and efficient pre-preprocessing geospatial data for environmental analysis.…”
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  18. 18
    Data filtering framework for preserving meaningful data records from streams of unstructured weather data

    Data filtering framework for preserving meaningful data records from streams of unstructured weather data by Al-Zyadat, Wa'el Jum'ah

    Published 2014
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  19. 19
    A Comparative Study on the Pre-Processing and Mining of Pima Indian Diabetes Dataset

    A Comparative Study on the Pre-Processing and Mining of Pima Indian Diabetes Dataset by Amatul, Zehra, Tuty Asmawaty, Abdul Kadir, M.A. M., Aznan

    Published 2013
    “…This paper compares the classification accuracies of non-processed and pre-processed data. The results clearly show that the pre-processed data gives better classification accuracy.…”
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  20. 20
    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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