Search Results - "data classification system"

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    Design and analysis of management platform based on financial big data by Chen, Yuhua, Mustafa, Hasri, Zhang, Xuandong, Liu, Jing

    Published 2023
    “…In order to make financial big data generate business value and improve the information application level of financial management, aiming at the high error rate of current financial data classification system, this article adopts the fuzzy clustering algorithm to classify financial data automatically, and adopts the local outlier factor algorithm with neighborhood relation (NLOF) to detect abnormal data. …”
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    Article
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    DFA taxonomy for the classification of ECG data for effective health monitoring using ML technology by Parasapogu, Tejaswi, Seher, Indra, Mohmed Salah, Razwan, Alwan, Ali Amer

    Published 2021
    “…The classification depicts that few components of the ML-based ECG Data Classification system are validated and even fewer are evaluated to depict the effectiveness of the taxonomy.…”
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    Proceeding Paper
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    Cardiotocogram Data Classification using Random Forest based Machine Learning Algorithm by Molla, M. M. Imran, Jui, Julakha Jahan, Bari, Bifta Sama, Rashid, Mamunur, Hasan, Md Jahid

    Published 2020
    “…In this paper, we implement a model based CTG data classification system utilizing a supervised Random Forest (RF) which can classify the CTG data based on its training data. …”
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    Conference or Workshop Item