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Neural Computing and Applications

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25-02-2021 | Editorial

Special issue on 2020 international conference on machine learning and big data analytics for IoT security and privacy (SPIoT-2020)

Authors: Jinghua Zhao, Qingyuan Zhou

Published in: Neural Computing and Applications | Issue 9/2021

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This special issue includes selected papers (with no less than 60% new content of the journal version) from the 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT-2020), November 6 and 8, 2020, Shanghai, China as well as an open call. The submitted manuscripts were reviewed by experts from both academia and industry. After two rounds of reviewing, the highest quality manuscripts were accepted for this special issue. This special issue will be published by Neural Computing and Applications as special issues. Totally, 19 papers are suggested to EiC for acceptance. The selected papers are summarized as follows. …

next article Complex communication application identification and private network mining technology under a large-scale network

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Huang C, Zhu Z (2020) Complex communication application identification and private network mining technology under a large-scale network. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05442-0CrossRef

Zhang L, Zhang L (2020) Top-N recommendation algorithm integrated neural network. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05452-yCrossRef

Xu L, Wang H, Li H et al (2020) QoS intelligent prediction for mobile video networks: a GR approach. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05441-1CrossRef

Shang H, Lu D, Zhou Q (2020) Early warning of enterprise finance risk of big data mining in internet of things based on fuzzy association rules. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05510-5CrossRef

Yuan C, Yang Y, Liu Y (2020) Sports decision-making model based on data mining and neural network. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05445-xCrossRef

Yu Y, Lu J, Shen D et al (2020) Research on real estate pricing methods based on data mining and machine learning. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05469-3CrossRef

Guo H, Guo C, Xu B et al (2020) MLP neural network-based regional logistics demand prediction. Neural Comput & Applic. https://doi.org/10.1007/s00521-020-05488-0CrossRef

Liang H (2021) Evaluation of fitness state of sports training based on self-organizing neural network. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05551-wCrossRef

Liu D, Xu X, Liu M et al (2021) Dynamic traffic classification algorithm and simulation of energy Internet of things based on machine learning. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05457-7CrossRef

10.

Li P, Wang M, Wang J (2020) Named entity translation method based on machine translation lexicon. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05509-yCrossRef

11.

Zhang H, Jin Y (2021) Credit system of smart logistics public information platform based on improved neural network. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05547-6CrossRef

12.

Zhou S, Wang Y, Zhang F et al (2021) Cross-view similarity exploration for unsupervised cross-domain person re-identification. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05566-3CrossRef

13.

Liu C, Zheng X (2020) Exploring resource management for innovation power network based on deep learning algorithm. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05446-wCrossRef

14.

Liang H, Han H, Ni P et al (2020) Overflow warning and remote monitoring technology based on improved random forest. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05425-1CrossRef

15.

Zhang YZ, Wu X, Zhang X et al (2021) Permeability characteristics of bedrock fissures under disturbance conditions based on neural network. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05625-9CrossRef

16.

Pang S, Wei M, Wen Z (2021) Farmers credit optimization decision model and applications based on common risk guarantee fund. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05651-7CrossRef

17.

Huang A, Wu F (2020) Two-stage adaptive integration of multi-source heterogeneous data based on an improved random subspace and prediction of default risk of microcredit. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05489-zCrossRef

18.

Liu A, Zhao H, Song T et al (2020) Adaptive control of manipulator based on neural network. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05515-0CrossRef

19.

Cui F, Hu H, Xie Y (2021) An intelligent optimization method of E-commerce product marketing. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05548-5CrossRef

Title: Special issue on 2020 international conference on machine learning and big data analytics for IoT security and privacy (SPIoT-2020)
Authors: Jinghua Zhao
Qingyuan Zhou
Publication date: 25-02-2021
Publisher: Springer London
Published in: Neural Computing and Applications / Issue 9/2021
Print ISSN: 0941-0643
Electronic ISSN: 1433-3058
DOI: https://doi.org/10.1007/s00521-021-05784-3

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