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Algorithm for Automatic Layout of Graphic Language and Its Application in Graphic Design
Zongxiao Tao
Jan 01, 2024
When using traditional algorithms to describe graphic languages, the results obtained are not accurate due to the lack of strict standards. In this case, the size and position of the graphic display cannot be accurately...
Application of Big Data Technology in College Music Education
Jiang Bian, Tao Yang
Jan 01, 2024
Based on information technology to promote the upgrading of various industries, the core of Industry 4.0, the current internet big data has gradually become a hot spot of social development, and a huge amount of data gushes out....
External validation of risk prediction models for incident colorectal cancer using UK Biobank.
BACKGROUND: This study aimed to compare and externally validate risk scores developed to predict incident colorectal cancer (CRC) that include variables routinely available or easily obtainable via self-completed questionnaire....
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Differential Feature Fusion, Triplet Global Attention, and Web Semantic for Pedestrian Detection
Sha Tao, Zhenfeng Wang
Jan 01, 2024
In complex environments and crowded pedestrian scenes, the overlap or loss of local features is a pressing issue. However, existing methods often struggle to strike a balance between eliminating interfering features and...
Construction and Application of a Big Data Analysis Platform for College Music Education for College Students' Mental Health
In this study, the authors devised a big data-driven evaluation model to measure the effect of college music education, aiming at filling the gaps of poor accuracy and time-consuming results of music education effect evaluation....
Popularity Prediction for Consumers' Product Recommendation Articles
Consumer product recommendation articles posted in Social Shopping Community (SSC) have become an important source of purchase information for other potential consumers. However, less effort has been put into understanding and...
The Spillover Effect of Agricultural Product Market Price Fluctuation Based on Fourier Analysis
The stability of the original spillover effect model of agricultural product market price volatility is poor, resulting in the low degree of fitting between the results and the actual situation. In order to further clarify the...
Improving Customer Value Index and Consumption Forecasts Using a Weighted RFM Model and Machine Learning Algorithms
Collecting and mining customer consumption data are crucial to assess customer value and predict customer consumption behaviors. This paper proposes a new procedure, based on an improved Random Forest Model by: adding a new...
Background Subtraction with Dirichlet Process Mixture Models
Video analysis often begins with background subtraction. This problem is often approached in two steps - a background model followed by a regularisation scheme. A model of the background allows it to be distinguished on a...
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Active rare class discovery and classification using Dirichlet processes
Tom S.F. Haines, Tao Xiang
Feb 01, 2014
Classification is used to solve countless problems. Many real world computer vision problems, such as visual surveillance, contain uninteresting but common classes alongside interesting but rare classes. The rare classes are...
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Would China provide a new model for developing world?
Tao ZHANG
Mar 27, 2018
China experienced a successful development in an era when the western world is in apparent declining. Has China's rise made its approach to the development of a new model for the emerging world? China model in modern concept is...
Mild criticality breaking for the Navier-Stokes equations
In this short paper we prove the global regularity of solutions to the Navier–Stokes equations under the assumption that slightly supercritical quantities are bounded. As a consequence, we prove that if a solution u to the...
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Mild criticality breaking for the Navier-Stokes equations
In this short paper we prove the global regularity of solutions to the Navier–Stokes equations under the assumption that slightly supercritical quantities are bounded. As a consequence, we prove that if a solution u to the...
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Capillary-gravity waves on a dielectric fluid of finite depth under normal electric field
In this work we consider two-dimensional capillary–gravity waves propagating under the influence of a vertical electric field on a dielectric of finite depth bounded above by a perfectly conducting and hydrodynamically passive...
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Characterization of Microbial Community Structure Associated with Pollution in Xiaoqing River Sediment
To understand the impacts of anthropogenic activities on structure and composition of microbial communities and evaluate how microbial communities respond environmental gradients at river sediments, the composition of microbial...
Numerical computations of two-dimensional flexural-gravity solitary waves on water of arbitrary depth

This work is concerned with flexural-gravity solitary waves on water of finite depth. The deformation of the elastic sheet is modelled based on the Cosserat theory of hyperelastic shells satisfying Kirchhoff's hypotheses....

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Background Subtraction with Dirichlet Process Mixture Models
Video analysis often begins with background subtraction. This problem is often approached in two steps - a background model followed by a regularisation scheme. A model of the background allows it to be distinguished on a...
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