RETRACTED ARTICLE: Mountain air pollution evaluation and urban public art based on data mining

Zhang, Jun; Zhang, Kele

doi:10.1007/s12517-021-07946-y

Cited by 3 publications

(3 citation statements)

References 19 publications

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“…PA in urban landscape is an indispensable node in urban landscape, and it is a diversified landscape space construction art with postmodernism artistic character, which includes not only the construction of things in space but also the construction of culture in space. In urban construction, PA did not rise for urban construction at first but was a special activity to meet the needs of cities in a certain era [ 1 ]. However, in today's PA construction, there are some phenomena that are contrary to art and public spirit.…”

Section: Introductionmentioning

confidence: 99%

The Application of Public Art Design Based on Digital Technology in Urban Landscape Environmental Monitoring

Xie

Zhou

Liu

2022

Journal of Environmental and Public Health

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Public art (PA) is a powerful tool for enhancing the environment in public spaces since it not only relieves the oppression caused by urban architecture but also enhances and beautifies urban public spaces. As DT (digital technology) develops so quickly nowadays, it offers PA significant technological assistance to achieve new functions, and changes in modern people’s aesthetic preferences and psychological makeup also present new demands for PA. This essay explores the use of PA design in the creation of urban landscapes from the viewpoint of DT. In order to do this, this paper suggests a method for measuring the environmental impact of urban landscapes that combines landscape measurement and semantic assessment. Full-connection algorithm and greedy algorithm are introduced to identify urban functional types with high-dimensional characteristics for the boundary tree classification model of high-dimensional feature classification. The findings indicate that the public service area’s producer and user accuracy are, respectively, 0.8783 and 0.7833. It offers a fresh concept for the identification of urban functional zones while solving the issues of low identification efficiency and poor accuracy.

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Section: Introductionmentioning

confidence: 99%

The Application of Public Art Design Based on Digital Technology in Urban Landscape Environmental Monitoring

Xie

Zhou

Liu

2022

Journal of Environmental and Public Health

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“…Weka was used for pretreatment. According to the nature of filtering algorithm, it can be divided into supervised filter and unsupervised filter [8]. For the former, the filter needs to set a class attribute, and consider the attributes and distribution of classes in the dataset to determine the optimal number and size of containers; The properties of the latter class may not exist.…”

Section: Case Analysismentioning

confidence: 99%

Statistical Analysis of Influencing Factors of Traffic Accidents Based on Data Mining

Zhang

2024

Advances in Transdisciplinary Engineering

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To mine the complex association relationship between the influencing factors of traffic accidents, a scheme of statistical analysis using association data mining method was proposed. Firstly, the traffic accident information elements are subdivided to generate the association rule mining process for accident cause analysis. Then the conceptual model was used to optimize and improve the Apriori algorithm to obtain a new multi-dimensional Apriori model. The star type model was used to complete the model construction of road traffic accident database. Finally, based on the traffic accident data provided by the sample city and Weka, a specific analysis was made in this paper combined with the implementation method and data mining examples. The test results showed that the improved mining algorithm can obtain valuable association rules, to scientifically acquire, store and process safety accident data, and to minimize the frequency of traffic accidents in this field.

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“…e fuzzy algorithm can fully adapt to the changing external environment by referring to the preset fuzzy logic relationship. Regardless of the impact of environmental changes on the actual input variables, the relevant fuzzy algorithms can reasonably control the output parameters to obtain more accurate results [28,29]. Figure 9 shows the composition of the fuzzy reasoning system.…”

Section: Design Of Visibility Algorithm In Public Art Design Based On...mentioning

confidence: 99%

Visibility of Multisensor Digital Fusion Technology in Public Art Design under Complex Environments

Chen

2022

Mathematical Problems in Engineering

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Application of multisensor digital fusion technology in public art design in complex environments is deliberated to make public art design develop better. First, the more advanced sensor fusion technology is introduced into public art design, and the basic principle and system composition of multisensor fusion technology are analysed. The application of multisensor fusion technology in the field of public art is deeply analysed from multiple angles. Second, the visibility algorithm in public art design based on a fuzzy neural network (FNN) is studied, and the corresponding model is proposed. Finally, the proposed model is tested. The test results show that the root mean squared error of the model is 0.0261, the network has a good fitting effect on the output value, the similarity between the model output value and the real value is high, the fitting effect is good, the model is accurate and effective, and the identification accuracy is achieved. Moreover, the corresponding example model is proposed. The visibility development level of public art design in a region in the next 14 years is predicted. The algorithm proposed provides some ideas for the application of multisensor digital fusion technology in public art design.

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RETRACTED ARTICLE: Mountain air pollution evaluation and urban public art based on data mining

Cited by 3 publications

References 19 publications

The Application of Public Art Design Based on Digital Technology in Urban Landscape Environmental Monitoring

The Application of Public Art Design Based on Digital Technology in Urban Landscape Environmental Monitoring

Statistical Analysis of Influencing Factors of Traffic Accidents Based on Data Mining

Visibility of Multisensor Digital Fusion Technology in Public Art Design under Complex Environments

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