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Neural Computing and Applications

Erschienen in:

11.01.2021 | Editorial

Special issue on data processing techniques and applications for Cyber-Physical Systems (DPTA 2019)

verfasst von: Chuanchao Huang, Yu-Wei Chan, Neil Y. Yen

Erschienen in: Neural Computing and Applications | Ausgabe 2/2021

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This special issue covers cutting-edge and advanced research on data processing techniques and applications for Cyber-Physical Systems. Gathering the selected papers from the proceedings of the International Conference on Data Processing Techniques and Applications for Cyber-Physical Systems (DPTA 2019), held in Shanghai, China, on November 15–16, 2019, it examines a wide range of topics, including: distributed processing for sensor data in CPS networks; approximate reasoning and pattern recognition for CPS networks; data platforms for efficient integration with CPS networks; and data security and privacy in CPS networks. Outlining promising future research directions, the special issue offers a valuable resource for students, researchers and professionals alike, while also providing a useful reference guide for newcomers to the field. …

Nächster Artikel Multi-parameter online optimization algorithm of BP neural network algorithm in Internet of Things service

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Guo Z, Ye J (2020) Improved algorithm for management of outsourced database. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05047-7CrossRef

Hai-tao P, Ming-qu F, Hong-bin Z et al (2020) Predicting academic performance of students in Chinese-foreign cooperation in running schools with graph convolutional network. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05045-9CrossRef

Wang X, Yuan J, Wang B (2020) Prediction and analysis of PM2.5 in Fuling District of Chongqing by artificial neural network. Neural Comput Appl. https://doi.org/10.1007/s00521-020-04962-zCrossRef

Chen F (2020) Safety evaluation method of hoisting machinery based on neural network. Neural Comput Appl. https://doi.org/10.1007/s00521-020-04963-yCrossRef

Tan Q, Huang Y, Hu J et al (2020) Application of artificial neural network model based on GIS in geological hazard zoning. Neural Comput Appl. https://doi.org/10.1007/s00521-020-04987-4CrossRef

Yang B, Yang M (2020) Data-driven network layer security detection model and simulation for the Internet of Things based on an artificial immune system. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05049-5CrossRef

Zhao J, Zeng D, Qin J et al (2020) Simulation and modeling of microblog-based spread of public opinions on emergencies. Neural Comput Appl. https://doi.org/10.1007/s00521-020-04919-2CrossRef

Yin X (2020) Driven by machine learning to intelligent damage recognition of terminal optical components. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05051-xCrossRef

Wei X, Chen W, Li X (2020) Exploring the financial indicators to improve the pattern recognition of economic data based on machine learning. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05094-0CrossRef

10.

Zhang H, Yang Y, Zhang Y et al (2020) A combined model based on SSA, neural networks, and LSSVM for short-term electric load and price forecasting. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05113-0CrossRef

11.

Li C, Xu P (2020) Application on traffic flow prediction of machine learning in intelligent transportation. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05002-6CrossRef

12.

Gao J (2020) Performance evaluation of manufacturing collaborative logistics based on BP neural network and rough set. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05099-9CrossRef

13.

Liu W, Qiao W, Liu X (2020) Discovering the realistic paths towards the realization of patent valuation from technical perspectives: defense, implementation or transfer. Neural Comput Appl. https://doi.org/10.1007/s00521-020-04964-xCrossRef

14.

Zhen Z, Yao Y (2020) Optimizing deep learning and neural network to explore enterprise technology innovation model. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05106-zCrossRef

15.

Yang S, Huang Y (2020) Damage identification method of prestressed concrete beam bridge based on convolutional neural network. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05052-wCrossRef

16.

Lin J, Zhao Y, Huang W et al (2020) Domain knowledge graph-based research progress of knowledge representation. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05057-5CrossRef

17.

Gao Y (2020) Forecast model of perceived demand of museum tourists based on neural network integration. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05012-4CrossRef

18.

Han C, Wang Q (2020) Research on commercial logistics inventory forecasting system based on neural network. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05090-4CrossRef

19.

Su Y, Mao H, Tang X (2020) Algorithms for solving assembly sequence planning problems. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05048-6CrossRef

20.

Wei M, Wang Z, Wang X et al (2020) Prediction of TBM penetration rate based on Monte Carlo-BP neural network. Neural Comput Appl. https://doi.org/10.1007/s00521-020-04993-6CrossRef

21.

Liu L, Li C, Sun X et al (2020) Monitoring of volcanic ash cloud from heterogeneous data using feature fusion and convolutional neural networks–long short-term memory. Neural Comput Appl. https://doi.org/10.1007/s00521-020-05050-yCrossRef

22.

Li T, Sun J, Wang L (2020) An intelligent optimization method of motion management system based on BP neural network. Neural Comput Appl

23.

Wang P, Liu X, Han Z (2020) Multi-parameter online optimization algorithm of BP neural network algorithm in Internet of Things service. Neural Comput Appl. https://doi.org/10.1007/s00521-020-04913-8CrossRef

Titel: Special issue on data processing techniques and applications for Cyber-Physical Systems (DPTA 2019)
verfasst von: Chuanchao Huang
Yu-Wei Chan
Neil Y. Yen
Publikationsdatum: 11.01.2021
Verlag: Springer London
Erschienen in: Neural Computing and Applications / Ausgabe 2/2021
Print ISSN: 0941-0643
Elektronische ISSN: 1433-3058
DOI: https://doi.org/10.1007/s00521-020-05574-3

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Weitere Artikel der Ausgabe 2/2021

Discovering the realistic paths towards the realization of patent valuation from technical perspectives: defense, implementation or transfer

Prediction and analysis of PM2.5 in Fuling District of Chongqing by artificial neural network

Simulation and modeling of microblog-based spread of public opinions on emergencies

Application of artificial neural network model based on GIS in geological hazard zoning

Multi-parameter online optimization algorithm of BP neural network algorithm in Internet of Things service

Domain knowledge graph-based research progress of knowledge representation