Search Results - Special Issue on Intelligent Computing Methodologies in Machine learning for IoT Applications

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    Special issue on intelligent computing methodologies in machine learning for IoT applications by Zhao, Jinghua, Xuan, Junyu

    ISSN: 0941-0643, 1433-3058
    Published: London Springer London 01.07.2021
    Published in Neural computing & applications (01.07.2021)
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    Journal Article
  2. 2

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

    ISSN: 2581-9429, 2581-9429
    Published: 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
  3. 3

    Driving Intelligent IoT Monitoring and Control through Cloud Computing and Machine Learning by Li, Hanzhe, Wang, Xiangxiang, Yuan, Feng, Qi, Yaqian, Tian, Jingxiao

    ISSN: 2331-8422
    Published: Ithaca Cornell University Library, arXiv.org 26.03.2024
    Published in 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
  4. 4

    Cloud Computing and IoT Based Intelligent Monitoring System for Photovoltaic Plants Using Machine Learning Techniques by Emamian, Masoud, Eskandari, Aref, Aghaei, Mohammadreza, Nedaei, Amir, Sizkouhi, Amirmohammad Moradi, Milimonfared, Jafar

    ISSN: 1996-1073, 1996-1073
    Published: Basel MDPI AG 01.05.2022
    Published in 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 by Malathi, P., D, Jana, A, Kamalesh, M, Kanimozhi

    ISBN: 9798331558321
    Published: 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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    Conference Proceeding
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    Intelligent Prediction System for IoV Automotive Vehicles in Smart Cities Integrating IoT, Cloud Computing, Digital Twin, and Machine Learning by ElKhamisy, Amr Mohamed, Youssef, Sherin Moustafa, Saleh, Sherine Nagy

    Published: 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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    Conference Proceeding
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    IEEE TCCN Special Section Editorial: Convergence of Collaborative Distributed Machine Learning and Edge Computing Toward Intelligent Networking by Niyato, Dusit, Huang, Kaibin, Bennis, Mehdi, Pan, Miao, Xiong, Zehui, Bao Le, Long, Kim, Dong in, Wang, Li-Chun

    ISSN: 2332-7731, 2332-7731
    Published: 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
  12. 12

    Application of RBF neural network optimal segmentation algorithm in credit rating by Li, Xuetao, Sun, Yi

    ISSN: 0941-0643, 1433-3058
    Published: London Springer London 01.07.2021
    Published in 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
  13. 13

    Software defect prediction model based on LASSO–SVM by Wang, Kechao, Liu, Lin, Yuan, Chengjun, Wang, Zhifei

    ISSN: 0941-0643, 1433-3058
    Published: London Springer London 01.07.2021
    Published in 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
  14. 14

    Short-term traffic flow prediction based on improved wavelet neural network by Chen, Qiuxia, Song, Ying, Zhao, Jianfeng

    ISSN: 0941-0643, 1433-3058
    Published: London Springer London 01.07.2021
    Published in 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
  15. 15

    CT image classification based on convolutional neural network by Zhang, Yuezhong, Wang, Shi, Zhao, Honghua, Guo, Zhenhua, Sun, Dianmin

    ISSN: 0941-0643, 1433-3058
    Published: London Springer London 01.07.2021
    Published in 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 by Zhu, Zijiang, Li, Deming, Hu, Yi, Li, Junshan, Liu, Dong, Li, Jianjun

    ISSN: 0941-0643, 1433-3058
    Published: London Springer London 01.07.2021
    Published in 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
  17. 17

    Sound quality prediction for power coupling mechanism of HEV based on CEEMD-HT and RVM by Lu, Yi, Zuo, Yanyan, Wang, Hui, Wu, Chuangang

    ISSN: 0941-0643, 1433-3058
    Published: London Springer London 01.07.2021
    Published in 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
  18. 18

    Text tendency analysis based on multi-granularity emotional chunks and integrated learning by Sun, Haichao, Wang, Guoyin, Xia, Shuyin

    ISSN: 0941-0643, 1433-3058
    Published: London Springer London 01.07.2021
    Published in 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 by Liu, Aiqin, Zhang, Yuezhong, Zhao, Honghua, Wang, Shi, Sun, Dianmin

    ISSN: 0941-0643, 1433-3058
    Published: London Springer London 01.07.2021
    Published in 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 by Li, Daming, Deng, Lianbing, Cai, Zhiming

    ISSN: 0941-0643, 1433-3058
    Published: London Springer London 01.07.2021
    Published in 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