Evacuation Traffic Management under Diffusion of Toxic Gas Based on an Improved Road Risk Level Assessment Method by Zheng Liu, Xingang Li, Xiaojing Chen

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Development and validation of a nomogram for predicting venous thromboembolism risk in post-surgery patients with cervical cancer by Yue Chen, Xiaosheng Li, Li Yuan, Yuliang Yuan, Qianjie Xu, Zuhai Hu, Wei Zhang, Haike Lei

“…Results The predictive nomogram model included factors such as age, pathology type, FIGO stage, history of chemotherapy, the neutrophil–lymphocyte ratio (NLR), fibrinogen degradation products (FDP), and D-dimer levels. …”
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Novel machine learning algorithm in risk prediction model for pan-cancer risk: application in a large prospective cohort by Chi-Pang Wen, Xifeng Wu, Qingfeng Hu, Huakang Tu, Shan Pou Tsai, David Ta-Wei Chu

“…Light models with 31 variables for males and 11 variables for females showed comparable performance: an AUC of 0.876 (95% CI 0.858 to 0.894) in the overall population and 0.818 (95% CI 0.795 to 0.841) in those aged ≥40 years in the male cohort and an AUC of 0.746 (95% CI 0.721 to 0.771) in the overall population and 0.641 (95% CI 0.605 to 0.677) in those aged ≥40 years in the female cohort. High-risk individuals have at least ninefold higher risk of pan-cancer incidence compared with low-risk groups.Conclusion We developed and internally validated the first machine-learning models based on routine health check-up data to predict pan-cancer risk in the general population and achieved generally good discriminatory ability with a small set of predictors. …”
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Research of Straight Bevel Gear Modeling based on Back Cone Tangent Plane Method by Hou Hongling

“…With the development of manufacturing industry informatization,the gear product modeling is particularly important,it is the basis of analyzing the gear mesh performance.The actual tooth profile of straight bevel gear is plane involutes on its big end back cone tangent plane,because of the theory of involutes spherical design and manufacturing difficulty.For bevel gear product consistency in modeling,design and manufacturing,by using the equivalent teeth number method,involutes parametric equation is established on straight bevel gear big end back cone tangent plane through coordinate transformation.The straight bevel gear model is established by using this method.The modeling process is simplified.The modeling accuracy is satisfied design and manufacturing by analysis.…”
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Low Cost Safety Data Storage and Processing Framework Under Cloud Environment by Limin Zhang

“…Experimental results show that the proposed method is scalable to big matrices while requiring low client-side costs.…”
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Factors Affecting Digital Financial Service Adoption in Bangladesh: Evidence from SEM-ANN Approaches by Nafis Sadik, Md. Mominur Rahman

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Improved Density Peaks Clustering Based on Natural Neighbor Expanded Group by Lin Ding, Weihong Xu, Yuantao Chen

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A CME Automatic Detection Method Based on Adaptive Background Learning Technology by Zhenping Qiang, Xianyong Bai, Qinghui Zhang, Hong Lin

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Multi-Condition Remaining Useful Life Prediction Based on Mixture of Encoders by Yang Liu, Bihe Xu, Yangli-ao Geng

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Solar Flares Triggered by a Filament Peeling Process Revealed by High-resolution GST Hα Observations by Mia Mancuso, Ju Jing, Haimin Wang, Wenda Cao

“…Observations of those structures under subarcsecond resolution with high cadence are rare. We present high-resolution observations covering preeruptive and eruptive phases of two C-class solar flares, C5.1 (SOL2022-11-14T17:29) and C5.1 (SOL2022-11-14T19:29), obtained by the Goode Solar Telescope at Big Bear Solar Observatory. …”
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A Note on the Primitive Roots and the Golomb Conjecture by Yiwei Hou, Hongyan Wang

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Traceback analysis of abnormal access to electronic resources from the perspective of encrypted traffic by WEI Yujun, HE Haitao, ZHAO Qiong, YAO Renlong, LI Enlei

“…To trace the misuse of university library electronic resources, such as excessive downloading and frequent access, the Sun Yat-sen University traffic big data analysis platform was leveraged to analyze abnormal access behaviors from the perspective of encrypted traffic. …”
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Adaptive Shrink and Shard Architecture Design for Blockchain Storage Efficiency by Daniel Soesanto, Igi Ardiyanto, Teguh Bharata Adji

“…One of the problems in the blockchain is the formation of increasingly large data (big data) because each block must store all the transactions it makes. …”
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Spatiotemporal changes of ecosystem health and the impact of its driving factors on the Loess Plateau in China by Xuepeng Zhang, Taixia Wu, Qiqi Du, Ninglei Ouyang, Wei Nie, Yang Liu, Peng Gou, Guangchao Li

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Car Purchase Intention Modeling in the Context of COVID-19: An Integrated Analysis of Impact Range and Impact Asymmetry by Xiaoyu Zhang, Chunfu Shao, Bobin Wang, Shichen Huang, Xiong Yang

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Optimizing Train-Set Circulation Plan in High-Speed Railway Networks Using Genetic Algorithm by Yun Wang, Yu Zhou, Xuedong Yan

“…As a sustainable transportation mode, high-speed railway (HSR) has been developing rapidly during the past decade in China. …”
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Recognition of Functional Areas Based on Call Detail Records and Point of Interest Data by Guang Yuan, Yanyan Chen, Lishan Sun, Jianhui Lai, Tongfei Li, Zhuo Liu

“…With the recent emergence of big data, there has been significant progress in the study of big data mining and rapid developments in urban computing. …”
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Basin dependencies of tropical cyclone genesis environment and possible future changes revealed by machine learning methods by QiFeng Qian, YeFeng Chen, XiaoJing Jia, Hao Ma, Wei Dong

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From print to perspective: A mixed-method analysis of the convergence and divergence of COVID-19 topics in newspapers and interviews. by Qingqing Chen, Andrew Crooks, Adam J Sullivan, Jennifer A Surtees, Laurene Tumiel-Berhalter

“…We found seven key topics from the "big" newspaper dataset, providing a macro-level view that covers public health, policies and economics. …”
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Repairing Errors of Inconsistent Data Based on WFT-Nets by Xiaoyan Tao, Yang Li, Xianwen Fang

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