Výsledky vyhledávání - Special Issue on Intelligent Computing Methodologies in Machine learning for IoT Applications

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    Driving Efficiency in Industry IoT: A Framework Powered by Intelligent Computing and Machine Learning Autor Umesh W. Hore

    ISSN: 2581-9429, 2581-9429
    Vydáno: 29.02.2024
    “… In this paper, we propose a comprehensive framework for IIoT leveraging intelligent computing techniques, particularly machine learning (ML…”
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    Journal Article
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    Driving Intelligent IoT Monitoring and Control through Cloud Computing and Machine Learning Autor Li, Hanzhe, Wang, Xiangxiang, Yuan, Feng, Qi, Yaqian, Tian, Jingxiao

    ISSN: 2331-8422
    Vydáno: Ithaca Cornell University Library, arXiv.org 26.03.2024
    Vydáno v arXiv.org (26.03.2024)
    “…This article explores how to drive intelligent iot monitoring and control through cloud computing and machine learning…”
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    Paper
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    Cloud Computing and IoT Based Intelligent Monitoring System for Photovoltaic Plants Using Machine Learning Techniques Autor Emamian, Masoud, Eskandari, Aref, Aghaei, Mohammadreza, Nedaei, Amir, Sizkouhi, Amirmohammad Moradi, Milimonfared, Jafar

    ISSN: 1996-1073, 1996-1073
    Vydáno: Basel MDPI AG 01.05.2022
    Vydáno v Energies (Basel) (01.05.2022)
    “…This paper proposes an Intelligent Monitoring System (IMS) for Photovoltaic (PV) systems using affordable and cost-efficient hardware and also lightweight…”
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    Journal Article
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    Cloud Computing and IoT-Based Intelligent Monitoring System for Photovoltaic Plants Using Machine Learning Techniques Autor Malathi, P., D, Jana, A, Kamalesh, M, Kanimozhi

    ISBN: 9798331558321
    Vydáno: IEEE 01.08.2025
    “… An IoT and cloud computing-assisted intelligent monitoring framework for PV plants, including high-level machine learning approaches…”
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    Konferenční příspěvek
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    Intelligent Prediction System for IoV Automotive Vehicles in Smart Cities Integrating IoT, Cloud Computing, Digital Twin, and Machine Learning Autor ElKhamisy, Amr Mohamed, Youssef, Sherin Moustafa, Saleh, Sherine Nagy

    Vydáno: IEEE 10.05.2025
    “…) designed specifically for automotive applications in smart cities. Combining IoT, Cloud Computing, Digital Twin technology, and Machine Learning, the system gathers…”
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    Konferenční příspěvek
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    IEEE TCCN Special Section Editorial: Convergence of Collaborative Distributed Machine Learning and Edge Computing Toward Intelligent Networking Autor Niyato, Dusit, Huang, Kaibin, Bennis, Mehdi, Pan, Miao, Xiong, Zehui, Bao Le, Long, Kim, Dong in, Wang, Li-Chun

    ISSN: 2332-7731, 2332-7731
    Vydáno: Piscataway IEEE 01.12.2021
    “…), which aims at soliciting the original research and practical contributions on novel architectures, applications, and technologies of the convergence of Collaborative Distributed Machine Learning (CD-ML…”
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    Journal Article
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    Application of RBF neural network optimal segmentation algorithm in credit rating Autor Li, Xuetao, Sun, Yi

    ISSN: 0941-0643, 1433-3058
    Vydáno: London Springer London 01.07.2021
    Vydáno v Neural computing & applications (01.07.2021)
    “… and class width of the selected model. This paper mainly studies the application of the radial basis function neural network model combined with the optimal segmentation algorithm in the personal loan credit rating model of banks…”
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    Journal Article
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    Software defect prediction model based on LASSO–SVM Autor Wang, Kechao, Liu, Lin, Yuan, Chengjun, Wang, Zhifei

    ISSN: 0941-0643, 1433-3058
    Vydáno: London Springer London 01.07.2021
    Vydáno v Neural computing & applications (01.07.2021)
    “… A SDP model combining minimum absolute value compression and selection method and support vector machine algorithm is proposed…”
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    Journal Article
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    Short-term traffic flow prediction based on improved wavelet neural network Autor Chen, Qiuxia, Song, Ying, Zhao, Jianfeng

    ISSN: 0941-0643, 1433-3058
    Vydáno: London Springer London 01.07.2021
    Vydáno v Neural computing & applications (01.07.2021)
    “… support for the intelligent traffic management system. In view of the extremely strong nonlinear processing power, self-organization, self-adaptation and learning ability of wavelet neural network (WNN…”
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    Journal Article
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    CT image classification based on convolutional neural network Autor Zhang, Yuezhong, Wang, Shi, Zhao, Honghua, Guo, Zhenhua, Sun, Dianmin

    ISSN: 0941-0643, 1433-3058
    Vydáno: London Springer London 01.07.2021
    Vydáno v Neural computing & applications (01.07.2021)
    “…With the rapid development of the Internet, image information is explosively growing. Traditional image classification methods are difficult to deal with huge…”
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    Journal Article
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    Indoor scene segmentation algorithm based on full convolutional neural network Autor Zhu, Zijiang, Li, Deming, Hu, Yi, Li, Junshan, Liu, Dong, Li, Jianjun

    ISSN: 0941-0643, 1433-3058
    Vydáno: London Springer London 01.07.2021
    Vydáno v Neural computing & applications (01.07.2021)
    “…With the leaps and bounds of computer performance and the advent of the era of big data, deep learning has drawn more and more attention from all walks of life…”
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    Journal Article
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    Sound quality prediction for power coupling mechanism of HEV based on CEEMD-HT and RVM Autor Lu, Yi, Zuo, Yanyan, Wang, Hui, Wu, Chuangang

    ISSN: 0941-0643, 1433-3058
    Vydáno: London Springer London 01.07.2021
    Vydáno v Neural computing & applications (01.07.2021)
    “…), Hilbert transform (HT) and relevance vector machine (RVM) is proposed to predict the sound quality of acoustical signals at power coupling mechanism of a hybrid electric vehicle (HEV…”
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    Journal Article
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    Text tendency analysis based on multi-granularity emotional chunks and integrated learning Autor Sun, Haichao, Wang, Guoyin, Xia, Shuyin

    ISSN: 0941-0643, 1433-3058
    Vydáno: London Springer London 01.07.2021
    Vydáno v Neural computing & applications (01.07.2021)
    “…Internet is a new type of information exchange tool that has developed with the times. Now, it has been integrated into all aspects of our study and life. At…”
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    Journal Article
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    Neural network control system of cooperative robot based on genetic algorithms Autor Liu, Aiqin, Zhang, Yuezhong, Zhao, Honghua, Wang, Shi, Sun, Dianmin

    ISSN: 0941-0643, 1433-3058
    Vydáno: London Springer London 01.07.2021
    Vydáno v Neural computing & applications (01.07.2021)
    “…Attitude detection of cooperative robots can help robots recognize environment, understand tasks, and improve the safety, accuracy and efficiency of robot…”
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    Journal Article
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    RETRACTED ARTICLE: Design of traffic object recognition system based on machine learning Autor Li, Daming, Deng, Lianbing, Cai, Zhiming

    ISSN: 0941-0643, 1433-3058
    Vydáno: London Springer London 01.07.2021
    Vydáno v Neural computing & applications (01.07.2021)
    “… This research combines machine learning technology to construct a traffic object recognition system and applies innovative technology to the computer vision recognition system to construct…”
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    Journal Article