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  1. 361

    Research on Urban Historical Block Planning Method Based on Big Data Multimedia Technology by Mulan Yang, Mohamad Reza Bin Mohamed Afla

    Published 2022-01-01
    “…With the application and popularization of big data technology, it is more advantageous than traditional urban planning to use big data multimedia technology to reasonably plan the historical blocks of the city. …”
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    Article
  2. 362

    Handling Imbalance Classification Virtual Screening Big Data Using Machine Learning Algorithms by Sahar K. Hussin, Salah M. Abdelmageid, Adel Alkhalil, Yasser M. Omar, Mahmoud I. Marie, Rabie A. Ramadan

    Published 2021-01-01
    “…It enables the discovery of molecules that bind to a specific protein to form a drug. Despite its benefits, virtual screening generates enormous data and suffers from drawbacks such as high dimensions and imbalance. …”
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  3. 363

    Research on Optimization of Big Data Construction Engineering Quality Management Based on RNN-LSTM by Daopeng Wang, Jifei Fan, Hanliang Fu, Bing Zhang

    Published 2018-01-01
    “…Because BIM integrates massive, repeated, and unordered feature text data, we first use integrated BIM data as a basis to perform data cleansing and text segmentation on text big data, making the integrated data a “clean and orderly” valuable data. …”
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  4. 364
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    A Risk Assessment Algorithm for College Student Entrepreneurship Based on Big Data Analysis by Chengjun Zhou, DuanXu Wang

    Published 2021-01-01
    “…The study results of this article provide a reference for further researches on the risk assessment algorithm of college student entrepreneurship based on big data analysis.…”
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    Article
  6. 366

    Big Data Analysis Using Apache Spark MLlib and Hadoop HDFS with Scala and Java by Hoger Khayrolla Omar, Alaa Khalil Jumaa

    Published 2019-05-01
    Subjects: “…Keywords: Big data, Data analysis, Apache Spark, Hadoop HDFS, Machine learning, Spark MLlib, Resilient Distributed Datasets(RDD).…”
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    Application of Big Data Unbalanced Classification Algorithm in Credit Risk Analysis of Insurance Companies by Xian Wu, Huan Liu

    Published 2022-01-01
    “…The 2008 global financial crisis triggered by subprime mortgage crisis in the United States and the ongoing European debt crisis have urged governments and academics to pay high attention to financial industry risk supervision. …”
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  17. 377

    Neutrosophic Fuzzy Association Rule Generation-Based Big Data Mining Analysis Algorithm by Qunfeng Wei, Bin Qi

    Published 2022-01-01
    “…As a very common and classic big data (BD) mining algorithm, the association rule data mining (DM) algorithm is often used to determine the internal correlation between different items and set a certain threshold to determine the size of the correlation. …”
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  18. 378

    Big Data-Driven Based Real-Time Traffic Flow State Identification and Prediction by Hua-pu Lu, Zhi-yuan Sun, Wen-cong Qu

    Published 2015-01-01
    “…With the rapid development of urban informatization, the era of big data is coming. To satisfy the demand of traffic congestion early warning, this paper studies the method of real-time traffic flow state identification and prediction based on big data-driven theory. …”
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