Výsledky vyhledávání - "Data Mining for IoT in Mobile Edge computing"

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    Feature engineering and deep learning-based intrusion detection framework for securing edge IoT Autor Nasir, Muneeba, Javed, Abdul Rehman, Tariq, Muhammad Adnan, Asim, Muhammad, Baker, Thar

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.04.2022
    Vydáno v The Journal of supercomputing (01.04.2022)
    “…Devices belonging to the realm of edge Internet of Things (IoT) are becoming highly susceptible to intrusion attacks. The large-scale development in edge IoT,…”
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    A provably secure lightweight authentication protocol in mobile edge computing environments Autor Wu, Tsu-Yang, Meng, Qian, Yang, Lei, Guo, Xinglan, Kumari, Saru

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.08.2022
    Vydáno v The Journal of supercomputing (01.08.2022)
    “…Mobile edge computing can meet the needs of users in real time by pushing cloud resources, such as computing, network, and storage, to the edge of a mobile…”
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    RETRACTED ARTICLE: Simulation of cross-modal image-text retrieval algorithm under convolutional neural network structure and hash method Autor Yang, XianBen, Zhang, Wei

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.04.2022
    Vydáno v The Journal of supercomputing (01.04.2022)
    “…The purpose of this work is to quickly find useful information from the massive image database in view of the images, videos, and other multimedia data…”
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    Application of canny operator threshold adaptive segmentation algorithm combined with digital image processing in tunnel face crevice extraction Autor Jiang, Feng, Wang, Gang, He, Peng, Zheng, Chengcheng, Xiao, Zhiyong, Wu, Yue

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.06.2022
    Vydáno v The Journal of supercomputing (01.06.2022)
    “…The present work aims to reduce tunnel construction accidents to personnel. The threshold adaptive segmentation algorithm combined with the Canny operator is…”
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    Construction and implementation of a college talent cultivation system under deep learning and data mining algorithms Autor Ma, Haizhou, Ding, Aiping

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.03.2022
    Vydáno v The Journal of supercomputing (01.03.2022)
    “…This paper aims to improve the quality and efficiency of talent cultivation in colleges and universities and effectively analyze and count the number of…”
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    Player target tracking and detection in football game video using edge computing and deep learning Autor Jin, Gang

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.05.2022
    Vydáno v The Journal of supercomputing (01.05.2022)
    “…The purpose is to explore the player detection and motion tracking in football game video based on edge computing and deep learning (DL), thus improving the…”
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    Prediction of IIoT traffic using a modified whale optimization approach integrated with random forest classifier Autor Ikram, Sumaiya Thaseen, Priya, V., Anbarasu, B., Cheng, Xiaochun, Ghalib, Muhammad Rukunuddin, Shankar, Achyut

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.05.2022
    Vydáno v The Journal of supercomputing (01.05.2022)
    “…Several organizations are implementing large-scale Internet of Things (IoT)-based ecosystems, such as Industrial IoT (IIoT). Such systems are vulnerable to new…”
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    Application of edge computing combined with deep learning model in the dynamic evolution of network public opinion in emergencies Autor Chen, Min, Zhang, Lili

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.02.2023
    Vydáno v The Journal of supercomputing (01.02.2023)
    “…The aim is to clarify the evolution mechanism of Network Public Opinion (NPO) in public emergencies. This work makes up for the insufficient semantic…”
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    Influences of mobile edge computing-based service preloading on the early-warning of financial risks Autor Zeng, Hui

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.06.2022
    Vydáno v The Journal of supercomputing (01.06.2022)
    “…The present work aims to apply the Internet of Things (IoT) to help enterprises improve financial management, timely discover hidden financial risks, and…”
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    Self-learning and explainable deep learning network toward the security of artificial intelligence of things Autor Wu, Bin, He, Sean

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.03.2023
    Vydáno v The Journal of supercomputing (01.03.2023)
    “…At present, the security of the Internet of things (IoT) has aroused great concern in artificial intelligence area, Artificial Intelligence of Things (AIoT)…”
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    OHUQI: Mining on-shelf high-utility quantitative itemsets Autor Chen, Lili, Gan, Wensheng, Lin, Qi, Huang, Shuqiang, Chen, Chien-Ming

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.04.2022
    Vydáno v The Journal of supercomputing (01.04.2022)
    “…Mobile edge computing has brought fresh opportunities and challenges to data science. Utility-driven mining, a recently emerging branch of utility-based data…”
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    Design of an IoT DDoS attack prediction system based on data mining technology Autor Huang, Lingfeng

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.03.2022
    Vydáno v The Journal of supercomputing (01.03.2022)
    “…Due to the rise of the Internet of things (IoT), the threat to information security extends from general servers to IoT devices. Possible IoT security issues…”
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    IoHT-based deep learning controlled robot vehicle for paralyzed patients of smart cities Autor Calp, Muhammed Hanefi, Butuner, Resul, Kose, Utku, Alamri, Atif, Camacho, David

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.06.2022
    Vydáno v The Journal of supercomputing (01.06.2022)
    “…Paralysis caused by physical trauma is a common disease today, with approximately 30% of paralysis caused by this trauma. The disease in question both…”
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    Applying the blockchain-based deep reinforcement consensus algorithm to the intelligent manufacturing model under internet of things Autor Geng, Tongtong, Du, Yueping

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.09.2022
    Vydáno v The Journal of supercomputing (01.09.2022)
    “…“Industry 4.0”, namely intelligent manufacturing (IM), includes intelligent production (IP) and smart factory (SF). The study aims to improve the efficiency of…”
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    Application of recurrent neural network in predicting athletes' sports achievement Autor Hou, Jiandong, Tian, Zhisheng

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.03.2022
    Vydáno v The Journal of supercomputing (01.03.2022)
    “…The application of recurrent neural network (RNN) is studied in athletes' sports achievement prediction under the internet of things (IoT) environment…”
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    A new genetic algorithm method based on statistical-based replacement for the training of multiplicative neuron model artificial neural networks Autor Egrioglu, Erol, Grosan, Crina, Bas, Eren

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.05.2023
    Vydáno v The Journal of supercomputing (01.05.2023)
    “…In this study, we propose a new genetic algorithm that uses a statistical-based chromosome replacement strategy determined by the empirical distribution of the…”
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    FP-DCNN: a parallel optimization algorithm for deep convolutional neural network Autor Le, Ye, Nanehkaran, Y. A., Mwakapesa, Deborah Simon, Zhang, Ruipeng, Yi, Jianbing, Mao, Yimin

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.02.2022
    Vydáno v The Journal of supercomputing (01.02.2022)
    “…Deep convolutional neural networks (DCNNs) have been successfully used in many computer visions task. However, with the increasing complexity of the network…”
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    TFMD-SDVN: a trust framework for misbehavior detection in the edge of software-defined vehicular network Autor Nayak, Rajendra Prasad, Sethi, Srinivas, Bhoi, Sourav Kumar, Mohapatra, Debasis, Sahoo, Rashmi Ranjan, Sharma, Pradip Kumar, Puthal, Deepak

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.04.2022
    Vydáno v The Journal of supercomputing (01.04.2022)
    “…In this paper, a trust framework is proposed for misbehavior detection in software defined vehicular networks (TFMD-SDVN) to detect the correct events in the…”
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    Deep convolutional neural networks for bias field correction of brain magnetic resonance images Autor Xu, Yan, Wang, Yuwen, Hu, Shunbo, Du, Yuyue

    ISSN: 0920-8542, 1573-0484
    Vydáno: New York Springer US 01.11.2022
    Vydáno v The Journal of supercomputing (01.11.2022)
    “…As a low-frequency and smooth signal, the bias field has a certain destructive effect on magnetic resonance (MR) images and is the main obstacle for doctors'…”
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