3D point cloud semantic segmentation is one of the key technologies for fast 3D modeling of digital twins. To address the overfitting problem of the large-scale semantic segmentation model RandLA-Net, this paper propo...
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The peak shear strength of rock joints is closely related to the normal stress, the roughness of the joint surface, and the mechanical properties of the material. Based on the published data, three machinelearning (M...
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The information interaction in power distribution and consumption internet of things (IoT) requires high-speed, reliable and secure communication support. Power line carrier (PLC) communication provides an effective s...
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Mobile Edge Computing (MEC) provides cloud computing capabilities within the access network, which can offer better service combined with applications those need ultra-low latency and large calculation. In this paper,...
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ISBN:
(纸本)9781509063529
Mobile Edge Computing (MEC) provides cloud computing capabilities within the access network, which can offer better service combined with applications those need ultra-low latency and large calculation. In this paper, we discuss the detection and recognition models in different scenarios and develop the video analysis application with fusion model to improve the recognition accuracy based on the MEC platform-WiCloud. Test and verify the application's performance in the service environment with low latency and high-bandwidth provided by the WiCloud.
Artificial intelligence technology is currently a hot spot for research and application, and the new cross-technology formed by artificial intelligence and multiple technologies has been widely used in Internet, finan...
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ISBN:
(纸本)9781728180250
Artificial intelligence technology is currently a hot spot for research and application, and the new cross-technology formed by artificial intelligence and multiple technologies has been widely used in Internet, finance, security and other industries. This paper first introduces the development of artificial intelligence, and then analyzes the key technologies of artificial intelligence, including computer vision, machinelearning, natural language processing, human-computer exchange, virtual reality, biometric recognition, etc. Finally, the development trend of artificial intelligence technology is described.
Natural language processing is the core of machine translation. In the history, its development process is almost the same as machine translation, and the two complement each other. This article compares the natural l...
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ISBN:
(纸本)9781538684818
Natural language processing is the core of machine translation. In the history, its development process is almost the same as machine translation, and the two complement each other. This article compares the natural language processing of statistical corpora with neural machine translation and concludes the natural language processing: Neural machine translation has the advantage of deep learning, which is very suitable for dealing with the high dimension,label-free and big data of natural language, therefore, its application is more general and reflects the power of big data and big data thinking.
Plant diseases may have a major impact on food safety, also a considerable decline in agricultural product output. The great majority of automated systems developed thus far are based on digital pictures, allowing for...
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The fast proliferation of Cloud Computing affects the way an industrial application is designed, delivered, and deployed. This acceptance of Cloud Computing has massive repercussions for the IT sector and associated i...
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With the development of technology, there has been an increase in production and the number of accidents has increased. Progressive technology, the development of the industry and the lack of protective precaution, an...
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ISBN:
(纸本)9781538678930
With the development of technology, there has been an increase in production and the number of accidents has increased. Progressive technology, the development of the industry and the lack of protective precaution, and the responsibility for the uneducated employees are the main causes of work accidents. In this study, the types of injuries in work accidents and the effects of the injuries on the body are analyzed via Bayesian Networks (BNs). The BNs reflect the conditional dependency relations between variables and, the fact that they are not dependent on a single independent variable. BNs are constructed on a dataset from an international construction company. The accuracy rate and other performance measures of the constructed Bayesian network are analyzed and the effectiveness of the constructed model is analyzed. According to the experimental results, it's explicit that some cases of job accidents can be predicted beforehand with high accuracies by using machinelearning techniques.
With the rapid development of the times, the field of computer technology is becoming wider and wider. In view of the research status of customer risk management in electric power enterprises, this paper establishes a...
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