Research on shale TOC prediction method based on improved BP neural network by Chaorong Wu, Kaixing Huang, Zhengtao Sun, Yizhen Li, Yong Li, Yuexiang Hao, Zhengxing Sun, Ziqi Wang

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Research on Road Crack Detection Based on RGB-LPC-GPR Data Fusion by Z. Wang, D. Qiu, R. Wu, R. Wu, Y. Shi, W. Niu

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RESEARCH ON THE INFLUENCE OF THE HAULAGE SPEED OF SHEARER DRUM LOAD UNDER THE RECONSTRUCTION THEORY by CHEN HongYue, WANG Xin, MAO Jun, ZHANG Yu

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Research on Suppression of Net-side Low-order Harmonics Current in the Traction Converter by ZHAO Wei, LIU Wensheng

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Research on Tooth Wear Testing Technology of Face Gears Based on Reverse Engineering by Zhang Jun, Li Fangfang, Wang Yanzhong

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Research on underwater robot ranging technology based on semantic segmentation and binocular vision by Qing Hu, Kekuan Wang, Fushen Ren, Zhongyang Wang

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Research on wind temperature prediction of tunneling working site based on PSO−SVR by Yanhe LI, Zhijun WAN, Zhenzi YU, Hong GOU, Wanli ZHAO, Jiale ZHOU, Peng SHI, Zheng ZHEN, Yuan ZHANG

“…Through field measurement and literature research, the training sample set of airflow temperature prediction in the tunnelling working site is established. …”
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Research and Application of Power Dispatching Speech Recognition Based on Deep Neural Networks by Haitao Yu, Xuqiang Wang, Jian Zheng, Xiaoxi Zhou

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Application of the Rational Hermite Interpolation LMD Method in the Compound Fault Diagnosis Research by Cui Yanping, Lu Zhaojing, Wu Chunyu

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Revisiting generalizability theory in the age of artificial intelligence: Implications for empirical educational research by Peer-Benedikt Degen

“…The paper concludes with suggestions for future research.…”
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Research on POI quality prediction based on KPCA-GA-BP neural network by Lu LIU, Dan YANG, Ruijie CHEN, Jia LI, Xi ZHOU

“…At present, in network optimization, network quality evaluation and prediction are generally based on communities, and a flexible evaluation system for POI network quality was proposed following the research idea of “research on dimensionality increase and implementation of dimensionality reduction”.However, it involves many network KPI, resulting in a relatively complex evaluation system for POI network comprehensive quality and low prediction accuracy.In order to improve the prediction accuracy of POI network quality, KPCA was used to compress the correlation of input variables of BP neural network, the structure of BP neural network was simplified, and then the connection weights and threshold parameters of BP neural network were optimized through GA.Compared with the prediction results of traditional BP neural network, the prediction accuracy is improved by 10.9%, and the mean square error performance is significantly reduced, it can play a better supporting role in the prediction of POI network quality.…”
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Research on Forecasting Methods of Agricultural Products Consumption Behavior Based on Unsupervised Learning by Hui Yang, Tian Yang, Xiangxin Ma, Jia Lin

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Research on the Power Flow of Distributed Generation Based on Micro-grid Experiment Platform by LI Zhiyong, WU Binbin, WU Hengliang, LI Yao

“…Test results show that the platform can provide semi-physical simulation basis for the research on power flow in distributed generation system.…”
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Research on Static and Dynamic Characteristics of Spindle System of High Speed Milling Machine by ZHANG Yuan, WANG Lifeng, ZHANG Jin

“…Finally, experimental research is carried out. The results show that with the increase of bearing support stiffness, the amount of deformation gradually decreases and the natural frequency gradually increases; the resonance interval is around 815 86Hz, which does not cause resonance; the error is found to be less than 10% through experiments, which verifies the reliability of the simulation results. …”
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Research on Measurement Techniques for Integrated Optical Waveguide-Based Electric Field Sensors by Feng Zhou, Zhenghao Chai, Yinglong Diao, Zhaozhi Long

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Research on geomagnetic indoor high-precision positioning algorithm based on generative model by Shuai MA, Ke PEI, Huayan QI, Hang LI, Wen CAO, Hongmei WANG, Hailiang XIONG, Shiyin LI

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Research of the Rigid-flexible Coupling Dynamics Simulation Analysis of Auxiliary Standing Mechanism by Zhou Hui, Qin Baorong, Bao Jiahua, Zhang Dongdong, Xiang Bingle, Wang Zhengxing

“…Based on the simulation model,the dynamic stress of upper and lower pipe in one movement cycle of the auxiliary standing mechanism is obtained,and the corresponding moment of the largest stress in the whole time course is further determined,then it is compared with the dynamic stress calculation results of the corresponding time in Workbench. The research results show that under the condition of the permitted error,the two results are basically consistent. …”
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Research on PRBP Neural Network Flood Forecasting Model in Chongyang River Basin by SI Qi, JIN Baoming, LU Wangming, CHEN Zhaoqing

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Research on PRBP Neural Network Flood Forecasting Model in Chongyang River Basin by SI Qi, JIN Baoming, LU Wangming, CHEN Zhaoqing

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Research of Dynamic Characteristic of Rigid-flexible Coupled Toroidal Planetary Worm Drive by Yu Taoxi Hong Mei

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