Optimal Topology of Multilayer Urban Traffic Networks by Rui Ding, Jian Yin, Peng Dai, Lu Jiao, Rong Li, Tongfei Li, Jianjun Wu

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Ship Collision Risk Assessment Algorithm Based on the Especial Cautious Navigation Angle Model by Wei Pan, Yukuan Wang, Xinlian Xie, Meng Li, Jinru Fan

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A sector fast encryption algorithm for color images based on one-dimensional composite sinusoidal chaos map. by Ye Tao, Wenhua Cui, Shanshan Wang, Yayun Wang

“…The main purpose of this algorithm is to improve the encryption and decryption speed of color images and improve the efficiency of image encryption in the big data era. First, four basic chaos maps are combined in pairs and added with sine operations. …”
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Evaluating Bicycling Environments with Trajectory Data on Shared Bikes: A Case Study of Beijing by Ying Hu, Chunfu Shao, Shuling Wang, Hairui Sun, Pengfei Sun, Zhongfu Chu

“…However, the current evaluation of riding environment is mainly subjective, lacking big data (e.g., shared bicycle trajectory data) as a data-driven objective evaluation system. …”
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Comparison of the Visibility Grading Forecast Method Based on Meteorological Factors and Environmental Factors by Yanyan Long, Fei Li, Wenjun Sang

“…The main visibility forecast factors were identified with the support of data from routine meteorological observations from the Mianyang Airport and the Mianyang Environmental Monitoring Station from 2015 to 2018, and a visibility grading forecast model was established and tested by dint of the multiple linear regression and the KNN algorithm based on big data mining technology, and the variation characteristics of visibility in winter at the Mianyang Airport were studied. …”
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Uncertainty and Sensitivity Analysis of Significant Parameters for Superlarge Diameter Shield Excavation by Elton J. Chen, Yang-Yang Chen, Lin-Chun Wei, Han-Bin Luo

“…In this paper, we (i) utilize a BIM-based big data platform (BIM-BDP) to manage the essential construction data of tunnel project in digital format; (ii) adopt the global sensitivity analysis (SA) to recognize significant parameters for shield excavation based on polynomial chaos expansion (PCE)–extended Fourier amplitude sensitivity test (eFAST) model; and (iii) employ the uncertainty analysis (UA) to discover the correlation between significant parameters from the data of the BIM-BDP. …”
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Real-Time Facial Expression Recognition Based on Image Processing in Virtual Reality by Qingzhen Gong, Xuefang Liu, Yongqiang Ma

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Enhancing Stock Portfolio Selection with Trapezoidal Bipolar Fuzzy VIKOR Technique with Boruta-GA Hybrid Optimization Model: A Multicriteria Decision-Making Approach by Sunil Kumar Sharma

“…Financial decision-making can be very hard for investors who have access to big data due to the overwhelming amount of information they are required to interpret. …”
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Hotel websites characterisation framework for consumer’s information needs by Célia M.Q. Ramos, Marisol B. Correia, João M.F. Rodrigues, Carlos M.R. Sousa, Pedro M. Cascada

“…In the near future by using Big Data it is expected that hotel websites will be dynamic, they will adapt themselves on-the-fly, showing personalized information to each consumer. …”
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Analysis of Rear-End Crash on Thai Highway: Decision Tree Approach by Thanapong Champahom, Sajjakaj Jomnonkwao, Vuttichai Chatpattananan, Ampol Karoonsoontawong, Vatanavongs Ratanavaraha

“…Classification and regression tree (CART) was used to analyze the complicated relationship of variables of big data. The analysis was conducted by creating two models: (1) a model which indicates the causes of rear-end crashes by applying Quasi-Induced Exposure to at-fault driver characteristics; (2) a determined model which studies fatal crashes. …”
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Digital maturity of business: Technological gap and limitations of digital transformation by I. S. Prokhorova, P. M. Gureev

“…The increment of knowledge consists in determining the technological principle of digital business transformation at the global level – this is a mobile device operating on the principles of machine-to-machine interaction M2M with big data IoT (Internet of things) based on 5G speeds and Wi-Fi 6 communication standards, as well as identifying a system of indicators for monitoring the technological basis for managing the “digital maturity” of a business.…”
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Teaching a neural network modeling socio-economic development of the region by S. V. Romanchukov, O. G. Berestneva, L. A. Petrova

“…Under these conditions, the expansion of the mathematical apparatus and the more active introduction of information technologies (including in the area of Big Data analysis and the construction of predictive models based on artificial neural networks) can be viable. …”
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Application of the Different Machine Learning Algorithms to Predict Dry Matter Intake in Feedlot Cattle by Hayati Köknaroğlu, Özgür Koşkan, Malik Ergin

“…Due to the development of computing technology and different machine learning models, big data sets have gained importance in animal science as well as in many disciplines. …”
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Leveraging Fog Computing for Scalable IoT Datacenter Using Spine-Leaf Network Topology by K. C. Okafor, Ifeyinwa E. Achumba, Gloria A. Chukwudebe, Gordon C. Ononiwu

“…Besides, the scalability requirements found in the current IoT data processing (in the cloud) can hardly be used for applications such as assisted living systems, Big Data analytic solutions, and smart embedded applications. …”
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Feature fusion-based collaborative learning for knowledge distillation by Yiting Li, Liyuan Sun, Jianping Gou, Lan Du, Weihua Ou

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Navigating Privacy: A Global Comparative Analysis of Data Protection Laws by Sungjin Lim, Junhyoung Oh

“…The increasing reliance on big data and artificial intelligence (AI) in the Fourth Industrial Revolution has raised significant concerns about individual privacy protection. …”
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The Impact of Digitalization on the Efficiency of Investment Activity in the Main Sectors of the Ukrainian Economy by Kushnerenko Serhii M.

“…It is noted that the level of digitalization implementation differs by sector of the economy – the greatest use of big data technologies is observed in the sectors of technology, healthcare and financial services, while industry and trade are less covered. …”
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Task Allocation in Distributed Software Development: A Systematic Literature Review by Marum Simão Filho, Plácido R. Pinheiro, Adriano B. Albuquerque, Joel J. P. C. Rodrigues

“…As a result, companies have been looking to build their big data with historical project data, aiming to better their chances of success. …”
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The Construction of Smart Chinese Medicine Cloud Health Platform Based on Deep Neural Networks by Yaofeng Miao, Yuan Zhou

“…Combining with deep neural network technology, a cloud-based Chinese medicine cloud health system has been developed through big data analysis technology. Through the investigation and research method, this paper found that the smart Chinese medicine cloud health platform based on deep neural networks was more popular with citizens, which could improve the quality and efficiency of management. …”
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Application of Image Recognition Algorithm Based on Partial Differential Equation and Wavelet Transform in the Intelligent Linkage System of Government Urban Public Management by Xinyu Xu

“…The private sector has achieved great success in integrating resources to provide services to customers thanks to technological breakthroughs such as mobile Internet and big data, while the public sector has become even more dwarfed. …”
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