Search Results - data ((classification based) OR (classification using))

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  1. 1
    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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  2. 2
    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
    “…The classification performance of K1-K2-NN model was benchmarked against 13 commonly used classification models using repeated random sub-sampling crossvalidation on ACSEKI data set. …”
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  3. 3
    Soil contamination classification based on ground penetrating radar data using support vector machine / Mohamad Adib Abdullah

    Soil contamination classification based on ground penetrating radar data using support vector machine / Mohamad Adib Abdullah by Abdullah, Mohamad Adib

    Published 2021
    “…GPR data interpretation can be use for classify the buried feature by using machine learning. …”
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  4. 4
    Case Slicing Technique for Feature Selection

    Case Slicing Technique for Feature Selection by A. Shiba, Omar A.

    Published 2004
    “…The second task is to enhance classification accuracy based on the first task, so that it can be used to classify objects or cases based on selected relevant features only. …”
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  5. 5
    An improved associative classification model using fuzzy parameterized soft set-based decision for text classification

    An improved associative classification model using fuzzy parameterized soft set-based decision for text classification by Rohidin, Dede

    Published 2023
    “…Therefore, this research has proposed an improved associative classification approach to enhance the performance and efficiency of the text classification by removing the irrelevant rules, reducing redundant rules, and handling the imbalanced and class overlapping issues in the textual data. …”
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  6. 6
    An improved associative classification model using fuzzy parameterized soft set-based decision for text classification

    An improved associative classification model using fuzzy parameterized soft set-based decision for text classification by Rohidin, Dede

    Published 2023
    “…Therefore, this research has proposed an improved associative classification approach to enhance the performance and efficiency of the text classification by removing the irrelevant rules, reducing redundant rules, and handling the imbalanced and class overlapping issues in the textual data. …”
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  7. 7
    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
    “…For content based classification, keywords extracted from the contents and TF-IDF ranking used to get the top educational keywords. …”
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  8. 8
    Medical data classification using similarity measure of fuzzy soft set based distance measure

    Medical data classification using similarity measure of fuzzy soft set based distance measure by Lashari, Saima Anwar, Ibrahim, Rosziati, Senan, Norhalina

    Published 2017
    “…The proposed modelling comprises of five phases explicitly: data acquisition, data pre-processing, data partitioning, classification using FussCyier and performance evaluation. …”
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  9. 9
    Multi-Class Multi-Level Classification of Mental Health Disorders Based on Textual Data from Social Media

    Multi-Class Multi-Level Classification of Mental Health Disorders Based on Textual Data from Social Media by Sutranggono, Abi Nizar, Sarno, Riyanarto, Ghozali, Imam

    Published 2024
    “…Overall, the MCML classification algorithm is proven to be used as a benchmark for early detection of text-based mental health disorders.…”
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  10. 10
    Several Robust Techniques In Two-Groups Unbiased Linear Classification

    Several Robust Techniques In Two-Groups Unbiased Linear Classification by Okwonu, Friday Zinzendoff

    Published 2013
    “…Classification difference was used to compare the classification performance of the proposed techniques over the Fisher linear classification analysis and the Fisher linear classification analysis based on the minimum covariance determinant procedures. …”
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  11. 11
    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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  12. 12
    Data Mining Classification Techniques and Performances on Medical Data

    Data Mining Classification Techniques and Performances on Medical Data by Benyehmad, Yahyia Mohammed M. Ali

    Published 2006
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  13. 13
    Mining the DNA sequence for race classification / Siti Nurihan Ariffin

    Mining the DNA sequence for race classification / Siti Nurihan Ariffin by Ariffin, Siti Nurihan

    Published 2008
    “…This research focusing on identifying the data mining methods/ techniques for the race classification and predict the races based on their DNA sequence using the appropriate technique. …”
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  14. 14
    Classification Of Brainwave Using Data Mining In Producing An Emotional Model

    Classification Of Brainwave Using Data Mining In Producing An Emotional Model by Khairul Anuar, Nurshuhada Mahfuz, Md Jan Nordin, Waidah Ismail, Mohd Zalisham Jali

    Published 2024
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  15. 15
    FSR vehicles classification system based on hybrid neural network with different data extraction methods

    FSR vehicles classification system based on hybrid neural network with different data extraction methods by Abdullah, Nur Fadhilah, Abdul Rashid, Nur Emileen, Ibrahim, Idnin Pasya, Raja Abdullah, Raja Syamsul Azmir

    Published 2017
    “…This paper evaluates the performance of Forward Scatter Radar classification system using as so called “hybrid FSR classification techniques” based on three different data extraction methods which are manual, Principal Component Analysis (PCA) and z-score. …”
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  16. 16
    Attribute Set Weighting and Decomposition Approaches for Reduct Computation

    Attribute Set Weighting and Decomposition Approaches for Reduct Computation by Al-Radaideh, Qasem Ahmad

    Published 2005
    “…This research is mainly in the Rough Set theory based knowledge reduction for data classification within the data mining framework. …”
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  17. 17
    Bioactivity classification of anti aids compounds using neural network and support vector machine: a comparison

    Bioactivity classification of anti aids compounds using neural network and support vector machine: a comparison by A. Hamid, Rahayu

    Published 2004
    “…Selection of compounds used is based on the most diverse compounds. The classification models will be tested using different ratios of the data set to identify whether the size of data would affect the rate of classification. …”
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  18. 18
    Taylor-Bird Swarm Optimization-Based Deep Belief Network For Medical Data Classification

    Taylor-Bird Swarm Optimization-Based Deep Belief Network For Medical Data Classification by Mohammed, Alhassan Afnan

    Published 2022
    “…The major contribution of this research is to introduce a Taylor-Bird Swarm optimization-based Deep Belief Network (Taylor-BSA-based DBN) for medical data classification. …”
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  19. 19
    News sentiment and actual price of stock data: using news classification technique / Anupong Sukprasert, Weerasak Sawangloke and Benchamaphorn Sombatthira

    News sentiment and actual price of stock data: using news classification technique / Anupong Sukprasert, Weerasak Sawangloke and Benchamaphorn Sombatthira by Sukprasert, Anupong, Sawangloke, Weerasak, Sombatthira, Benchamaphorn

    Published 2021
    “…There were seventeen companies’ data used to analyze the data. News classification techniques was used to sort out key features for further classification. …”
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  20. 20
    New Learning Models for Generating Classification Rules Based on Rough Set Approach

    New Learning Models for Generating Classification Rules Based on Rough Set Approach by Al Shalabi, Luai Abdel Lateef

    Published 2000
    “…All objects in each subset of data were described by only one classification value. …”
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