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Prediction of the waterborne navigation density based on the multi-feature spatio-temporal graph convolution network
Published 2020-09-01“…In the face of the development of the information technology in the port and waterway,the Internet of things (IoT) technology can help to build China’s water transport perception network.The big data analysis of the waterborne transport has become a hot topic for researchers and practitioners in the field of transportation.The navigation density of each port in the water transportation is nonlinear and spatio-temporal correlation,so it is a great challenge to accurately predict it.A multi-feature spatiotemporal graph convolution network (MFSTGCN) was proposed to solve the problem of the traffic density prediction.MFSTGCN effectively captured the spatial-temporal correlation of the ship navigation density data by using the spatial convolution and temporal convolution through three features,which were navigation volume,average ship speed and ship density.The experiment was carried out on the automatic identification system (AIS) data set collected from a shipping platform.The results show that the prediction effect of the MFSTGCN model is better than the spatio-temporal graph convolution network (STGCN) model.…”
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Toward efficient dynamic virtual network embedding strategy for cloud networks
Published 2018-03-01“…Network virtualization is one of the most promising technologies for future networking and considered as a critical information technology resource that connects distributed, virtualized cloud computing services and different components such as storage, servers, and application. …”
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HCCI Engines: Benefits, Challenges and Future Advancements
Published 2025-01-01“…With rapid advancements in information technology and scientific methods, the automotive engine industry has made significant strides in recent years. …”
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Efficient Design Methodology for a Complex DRA-SIW Filter-Antenna Subsystem
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Design and Analysis of a Dynamic Mobility Management Scheme for Wireless Mesh Network
Published 2013-01-01Get full text
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Research on Modern Book Packaging Design under Aesthetic Evaluation Based on Deep Learning Model
Published 2021-01-01“…The development of information technology has led to the rapid development of modern book packaging design. …”
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Improving the Effect of English Classroom Teaching Based on the Real-Time Supervision of College Students
Published 2022-01-01“…Education informatization reinsert teaching evaluation and teaching management methods, use the new generation of information technology to track the entire process of monitoring and teaching, and carry out academic analysis and learning diagnosis, to pay attention to knowledge teaching to more emphasis on the cultivation of ability quality. …”
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Directive Antenna for Ultrawideband Medical Imaging Systems
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DIGITALIZATION OF KEY PROCESSES IN THE WOOD PROCESSING COMPANIES
Published 2023-11-01“… The wood processing industry is not immune to the ripple effects of information technology's constant and rapid growth. Companies from that industry are under more pressure than ever to use digital innovation to adapt to rapidly shifting markets, lead the charge in the energy transition, and speed up the implementation of Industry 4.0. …”
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A Method of Intrusion Detection Based on WOA-XGBoost Algorithm
Published 2022-01-01“…With the development of information technology, computer networks have become a part of people’s lives and work. …”
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A New Quasi-Human Algorithm for Solving the Packing Problem of Unit Equilateral Triangles
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CONCEPTUAL TRANSFORMATION PROCESS MODEL FOR SUSTAINABILITY IN THE INFRASTRUCTURE SECTOR
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Phase retrieval for block sparsity based on adaptive coupled variational Bayesian learning
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RCS Computation by Parallel MoM Using Higher-Order Basis Functions
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A Study on the Influence of Interactivity on Behavior Intention in Platform B2C Model
Published 2022-01-01“…The progress of information technology and the popularity of the Internet have led to the rapid development of the network economy, and as a new shopping method, online shopping is gradually accepted and respected by consumers. …”
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VECM Model Analysis of Carbon Emissions, GDP, and International Crude Oil Prices
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