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  1. 1
    Knowledge base processing method based on text classification algorithm

    Knowledge base processing method based on text classification algorithm by Baisheng Zhong, Mohd Shamrie Sainin, Tan Soo Fun

    Published 2023
    “…The text classification algorithm's knowledge base processing method utilizes existing data from the knowledge base to guide the construction and training of the classification model. …”
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  2. 2
    Comparative study of pixel-based and object-based in monitoring benthic classification / Puteri Norsarifah Suhada Mohd Zaidi

    Comparative study of pixel-based and object-based in monitoring benthic classification / Puteri Norsarifah Suhada Mohd Zaidi by Mohd Zaidi, Puteri Norsarifah Suhada

    Published 2020
    “…This study suggests pixel-based classification technique provides better overall accuracy than object based and can be used for benthic classification in Mabul Island. …”
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  3. 3
    The Analysis Of Metadata Based Classification For Classifying Educational Websites

    The Analysis Of Metadata Based Classification For Classifying Educational Websites by Zaraini, Mohd Nazrien

    Published 2016
    “…Classification will be done based on content and metadata in order to get the impact of metadata implementation in terms of classification accuracy. …”
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  4. 4
    Object based image analysis of support vector machine and rule based image classification for building extraction/ Nazatul Asyikin Arham

    Object based image analysis of support vector machine and rule based image classification for building extraction/ Nazatul Asyikin Arham by Arham, Nazatul Asyikin

    Published 2020
    “…The classification accuracy of the result obtained is approximately 95% for SVM and 83% for rule-based classification. …”
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  5. 5
    An adaptive ant colony optimization algorithm for rule-based classification

    An adaptive ant colony optimization algorithm for rule-based classification by Al-Behadili, Hayder Naser Khraibet

    Published 2020
    “…The algorithm’s performance was compared with other variants of Ant-Miner and state-of-the-art rules-based classification algorithms based on classification accuracy and model complexity. …”
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  6. 6
    Per-pixel and object-oriented classification methods for mapping urban land cover extraction using SPOT 5 imagery

    Per-pixel and object-oriented classification methods for mapping urban land cover extraction using SPOT 5 imagery by Jebur, Mustafa Neamah, Mohd Shafri, Helmi Zulhaidi, Pradhan, Biswajeet, Tehrany, Mahyat Shafapour

    Published 2014
    “…In this paper, three types of classification were used to classify SPOT 5 satellite image in mapping land cover; Support vector machine (SVM) pixel-based, SVM object-based and Decision Tree (DT) pixel-based classification. …”
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  7. 7
    Classification o f excessive water usage based on a Quantifier Fuzzy Classification System / Halimatusakina Omar and Hanis Wahidah Uzi

    Classification o f excessive water usage based on a Quantifier Fuzzy Classification System / Halimatusakina Omar and Hanis Wahidah Uzi by Omar, Halimatusakina, Uzi, Hanis Wahidah

    Published 2018
    “…A fuzzy quantifier based classification system or known as Fuzzy QSBA is proposed to be used as a method to generate and simplifies rules. …”
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  8. 8
    A comparison of pixel-based and object-based classification methods for hyperspectral tree species classification / Muhammad Farish Danial Mohd Sham

    A comparison of pixel-based and object-based classification methods for hyperspectral tree species classification / Muhammad Farish Danial Mohd Sham by Mohd Sham, Muhammad Farish Danial

    Published 2024
    “…In this study, the aim is to classify forest trees using pixel-based classification and object-based image analysis (OBIA), which is supported by Hyperspectral Analysis while its objectives are to determine which classification methods are the best to use in Malaysia tropical forest, to acquire the optimum parameter for each pixel-based classification methods, assess the accuracy assessment of each classification methods, emphasizing the composition and distribution of different species. …”
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  9. 9
    Integrated artificial intelligence-based classification approach for prediction of acute coronary syndrome

    Integrated artificial intelligence-based classification approach for prediction of acute coronary syndrome by Salari, Nader

    Published 2014
    “…Recently, the “hybrid AI-based” classification models have gained more attraction due to the inefficiency of conventional “single AI-based” models in accurate classification. …”
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  10. 10
    Automatic topic-based web page classification using deep learning

    Automatic topic-based web page classification using deep learning by Siti Hawa, Apandi, Jamaludin, Sallim, Rozlina, Mohamed, Norkhairi, Ahmad

    Published 2023
    “…The integral web page feature is the textual content. Based on the review, it was found that the image based web page classification showed higher performance compared to the text based web page classification. …”
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  11. 11
    Automatic Topic-Based Web Page Classification Using Deep Learning

    Automatic Topic-Based Web Page Classification Using Deep Learning by Siti Hawa, Apandi, Jamaludin, Sallim, Rozlina, Mohamed, Norkhairi, Ahmad

    Published 2023
    “…The integral web page feature is the textual content. Based on the review, it was found that the image based web page classification showed higher performance compared to the text based web page classification. …”
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  12. 12
    Comparison between object based classfication and pixel based classfication technique to detect deforestation in Ulu Muda forest reserve, Kedah / Shahrul Nizam Jamaludin

    Comparison between object based classfication and pixel based classfication technique to detect deforestation in Ulu Muda forest reserve, Kedah / Shahrul Nizam Jamaludin by Jamaludin, Shahrul Nizam

    Published 2018
    “…Those categories of classifications are pixel based classification and object based classification. …”
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  13. 13
    Daisy species classification based on image using Convolutional Neural Network algorithm / Haris Hidayatullah Khaimuza

    Daisy species classification based on image using Convolutional Neural Network algorithm / Haris Hidayatullah Khaimuza by Khaimuza, Haris Hidayatullah

    Published 2024
    “…The first objective of this study is to study the Convolutional Neural Network (CNN) algorithm in the classification of daisy species based on image. Second objective is to develop the prototype of daisy species classification based on image using CNN algorithm. …”
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  14. 14
    Starfruit classification based on linear hue computation

    Starfruit classification based on linear hue computation by Mokji, M. M., Abu Bakar, S. A. R.

    Published 2007
    “…In this work, the said starfruit surface area is set as 70% of the total area and based on 600 samples, the proposed technique results in 93% classification accuracy.…”
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  15. 15
    Rule-based land use/land cover classification in coastal areas using seasonal remote sensing imagery: a case study from Lianyungang City, China

    Rule-based land use/land cover classification in coastal areas using seasonal remote sensing imagery: a case study from Lianyungang City, China by Yang, X., Chen, L., Li, Y., Xi, W., Chen, L.

    Published 2015
    “…The rule-based classification improves the accuracy to 87.9 % (kappa 0.85), suggesting that combining multi-seasonal images can considerably improve the classification accuracy over any single image-based classification. …”
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  16. 16
    Mutable Composite Firefly Algorithm for Microarray-Based Cancer Classification

    Mutable Composite Firefly Algorithm for Microarray-Based Cancer Classification by Fajila, Fathima, Yusof, Yuhanis

    Published 2024
    “…Microarray-based cancer biomarker detection is one of the popular trends for cancer classification. …”
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  17. 17
    Classification of Lubricant Oil Odor-Profile Using Case-Based Reasoning

    Classification of Lubricant Oil Odor-Profile Using Case-Based Reasoning by Suhaimi, Mohd Daud, M. S., Najib, Nurdiyana, Zahed

    Published 2016
    “…This paper presents the study of lubricant oil classification based on odor-profile using Case_based Reasoning (CBR) classifier.…”
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  18. 18
    Partial discharge diagnosis in GIS based on pulse sequence features and optimized machine learning classification techniques

    Partial discharge diagnosis in GIS based on pulse sequence features and optimized machine learning classification techniques by Mansour, Diaa-Eldin A., Taha, Ibrahim B.m., Farade, Rizwan A., Abdul Wahab, Noor Izzri

    Published 2022
    “…The ensemble classification method exhibited the highest accuracy for PD-based diagnosis in GIS with an overall accuracy of 97.1%.…”
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  19. 19
    Affective state classification through CMAC-based model of affects (CCMA) using SVM

    Affective state classification through CMAC-based model of affects (CCMA) using SVM by Yaacob, Hamwira Sakti, Abdul Rahman, Abdul Wahab

    Published 2017
    “…Thus, in this paper CMAC-based Computational Model of Affects (CCMA) is proposed as feature extraction for the classification task. …”
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  20. 20
    A comparative assessment between object and pixel-based classification approaches for land-use/land-cover mapping using Spot 5 imagery

    A comparative assessment between object and pixel-based classification approaches for land-use/land-cover mapping using Spot 5 imagery by Tehrany, Mahyat Shafapour, Pradhan, Biswajeet, Jebuv, Mustafa Neamah

    Published 2014
    “…In pixel-based image analysis, a supervised classification was performed using the DT classifier. …”
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