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  1. 1
    Development of text extraction and recognition prototype using Adaptive Resonance Theory 1 (ART1) neural network / Iffarini Idris

    Development of text extraction and recognition prototype using Adaptive Resonance Theory 1 (ART1) neural network / Iffarini Idris by Idris, Iffarini

    Published 2008
    “…During the pre-processing stage, images were converted to binary image. …”
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  2. 2
    A New Unsupervised Technique to Analyze the Centroid and Frequency of Keyphrases from Academic Articles

    A New Unsupervised Technique to Analyze the Centroid and Frequency of Keyphrases from Academic Articles by Miah, Mohammad Badrul Alam, Suryanti, Awang, Rahman, Md Mustafizur, Sanwar Hosen, A. S. M., Ra, In-Ho

    Published 2022
    “…To begin, the technique collects multiple datasets from diverse sources, which are then input into the data pre-processing step by utilizing some text pre-processing processes. …”
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  3. 3
    Computational Morphological Resources Management System

    Computational Morphological Resources Management System by Jovianna, Juk

    Published 2014
    “…The automated way combines the manual pre-processing and automatic file management system as the solution to obtain a wordlist and segmented data. …”
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    Final Year Project Report / IMRAD
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  4. 4
    Identification of Adolescent Idiopathic Scoliosis using image processing / Aisyah Afifah Mohd Hanip

    Identification of Adolescent Idiopathic Scoliosis using image processing / Aisyah Afifah Mohd Hanip by Mohd Hanip, Aisyah Afifah

    Published 2020
    “…The pre-processing technique used are converting to grayscale image, implementing sharpening filter and median filter. …”
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  5. 5
    Pre School selection system using Analytic Hierarchy Process (AHP): Implementation and Usability Study

    Pre School selection system using Analytic Hierarchy Process (AHP): Implementation and Usability Study by Abd Rasid, Mamat, Mohamad Afendee, Mohamed, Norkhairaini, Abdul Rawi, Wan Suryani, Wan Awang, Fadhilah, Ahmad, Nurul Hanis, Abd Rasid

    Published 2017
    “…In this research, two sets of questionnaires were distributed to the parents in order to gather data pertaining their perceptions. The results of the questionnaire were used in the system development process in which the Analytic Hierarchy Process (AHP) technique is integrated. …”
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  6. 6
    Deep learning approach with image noise reduction to determine planting density and defected paddy seedlings

    Deep learning approach with image noise reduction to determine planting density and defected paddy seedlings by Mohamed Anuar, Mohamed Marzhar

    Published 2022
    “…Exploratory research was conducted to propose a robust computer vision approach to classify paddy seedlings density and defected paddy seedlings detection using pre-trained CNN model with transfer learning. Data augmentation, image pre-processing and hyperparameter tuning were applied to achieve the desirable performance. …”
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  7. 7
    K Nearest Neighbor Joins And Mapreduce Process Enforcement For The Cluster Of Data Sets In Bigdata

    K Nearest Neighbor Joins And Mapreduce Process Enforcement For The Cluster Of Data Sets In Bigdata by Md Shah, Wahidah, Othman, Mohd Fairuz Iskandar, Hussian Hassan, Ali Abdul, Talib, Mohammed Saad, Mohammed, Ali Abdul Jabbar

    Published 2018
    “…K Nearest Neighbor Joins (KNN join) are regarded as highly primitive and expensive operations in the data mining.The efficient use of KNN join has proven good results in finding the objects from two data sets prevailed in the huge databases.This has been achieved with the combination of K-Nearest Neighbor query and join operation to find the distinct objects from different data sets.MapReduce is a newly introduced program with the combination of Map Procedure method and Reduce Method widely used in BigData.MapReduce is enriched with parallel distributed algorithm to find the results on a cluster of data sets in BigData.In this paper,the combination of KNN join and MapReduce methods are utilized on the cluster of data sets in BigData for knowledge discovery.Exploring the pinpoint data from huge data sets stored in Big Data demands the distributed large scale data processing.The present research paper is focusing on generic steps for KNN joins exploration operations on MapReduce.The operations of KNN Join are targeted to perform the data partitioning and data pre-processing and necessary calculations.By utilizing the combination of KNN joins with MapReduce methods on BigData data sets will demonstrate a solution for complex computational analysis. …”
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  8. 8
    University entry selection framework using rule-based and back-propagation

    University entry selection framework using rule-based and back-propagation by Maharani, Sitti Syarah

    Published 2015
    “…In this work, a student selection framework using rule-based and backpropagation neural network is presented. Two processes are involved in this work; the first phase known as pre-processing uses rule-based for checking the university requirements, merit calculation and data conversion to serve as input for the next phase. …”
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  9. 9
    Automatic red blood cell counting based on particle area

    Automatic red blood cell counting based on particle area by Musa, Rabiahtuladawiyah

    Published 2015
    “…The RBC images will be pre-processed in early stage using morphological operations and thresholding to obtain the images with good quality. …”
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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
    The development of computerised accounting system in goods and services tax in Malaysia: client and vendor perspectives / Nor Hafizah Abd Mansor

    The development of computerised accounting system in goods and services tax in Malaysia: client and vendor perspectives / Nor Hafizah Abd Mansor by Abd Mansor, Nor Hafizah

    Published 2022
    “…Importantly, GST mapping (designing process) during pre-GST implementation is a critical system development activity from both client and vendor perspectives. …”
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  12. 12
    Improving Classroom Observation through Training: A qualitative Study in College of Technology in Oman

    Improving Classroom Observation through Training: A qualitative Study in College of Technology in Oman by Haroun Mohammed Abdullah AL-Balushi, Noor Saazai bt Mat Saad

    Published 2024
    journal::journal article
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  13. 13
    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
    “…There are four major steps in a background subtraction algorithm, which are pre-processing, background modeling, foreground detection, and data validation. …”
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    Research Reports
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  14. 14
    Safety aspect in installation industrialized building system (IBS) component

    Safety aspect in installation industrialized building system (IBS) component by Noor Yuhana, Maamor

    Published 2009
    “…Returned questionnaire were analyses with used average index and frequency analysis method to identify safety aspect using pre-cast construction. The results indicate that the safety aspect implemented by company involved in precast construction process is at a good level at safety aspect during bracing, propping, welding and grouting process and very good level at safety in general aspect and safety aspect during lifting process. …”
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    Undergraduates Project Papers
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  15. 15
    Effect of process parameters on tensile strength of 3D printed PLA parts

    Effect of process parameters on tensile strength of 3D printed PLA parts by Abdul Hamid, Rahimah, Maidin, Shajahan, Mohd Yussoff, Nurul Hajar, Ng, Pei Lee, Tsutomu, Ito

    Published 2024
    “…The presented methodology can be used as a pre-processing approach to optimize desired mechanical propertiesin material extrusion 3D printing.…”
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  16. 16
    Robust memory-type control charts for monitoring location parameter under non-normal data

    Robust memory-type control charts for monitoring location parameter under non-normal data by Nor Fashihah, Mohd Noor

    Published 2025
    “…The findings offer practitioners feasible alternative charts for monitoring processes when the underlying data deviate from normality.…”
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  17. 17
    The Australian Electricity Market's pre-dispatch process: Some observations on its efficiency using ordered probit model

    The Australian Electricity Market's pre-dispatch process: Some observations on its efficiency using ordered probit model by Zainudin, WNRA, Becker, R, Clements, A

    Published 2024
    “…Many market participants in Australia Electricity Market had cast doubts on whether the pre-dispatch process in the electricity market is able to give them good and timely quantity and price information. …”
    Proceedings Paper
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  18. 18
    Integrating process writing approach with scaffolding strategies in developing esl writing skill: Towards a pedagogical model

    Integrating process writing approach with scaffolding strategies in developing esl writing skill: Towards a pedagogical model by Wardatul Akmam, Din

    Published 2016
    “…The second phase of the research involved a teaching intervention of ESL Academic Writing. Good writing practices identified in the first part of the research were woven together and scaffolded with the Process Writing Approach, essay models, language input and knowledge on the conventions of academic writing. …”
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  19. 19
    Malay part of speech tagging using ruled-based approach

    Malay part of speech tagging using ruled-based approach by Nur Ashikin Halid, Nazlia Omar

    Published 2017
    “…Next, the corpus has gone through the process of pre-processing in raw text of article form which include sentence splitter and tokenization process to generate an unlabeled corpus. …”
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  20. 20
    Data Pre-Processing Techniques For Improving River Water Level Prediction: A Case Study Of The Dungun River, Terengganu, Malaysia

    Data Pre-Processing Techniques For Improving River Water Level Prediction: A Case Study Of The Dungun River, Terengganu, Malaysia by Tiu, Ervin Shan Khai

    Published 2019
    “…This study adopted the data pre-processing techniques to first improve the observed rainfall series. …”
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    Final Year Project / Dissertation / Thesis
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