SG-CIM model application method in data middle platform by Qiming WAN, Sining WANG, Xin HE

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Action recognition method based on fusion of skeleton and apparent features by Hongyan WANG, Hai YUAN

“…Focusing on the issue that traditional skeletal feature-based action recognition algorithms were not easy to distinguish similar actions, an action recognition method based on the fusion of deep joints and manual apparent features was considered.The joint spatial position and constraints was firstly input into the long short-term memory (LSTM) model equipped with spatio-temporal attention mechanism to acquire spatio-temporal weighted and highly separable deep joint features.After that, heat maps were introduced to locate the key frames and joints, and manually extract the apparent features around the key joints that could be considered as an effective complement to the deep joint features.Finally, the apparent features and the deep skeleton features could be fused frame by frame to achieve effectively discriminating similar actions.Simulation results show that, compared with the state-of-the-art action recognition methods, the proposed method can distinguish similar actions effectively and then the accuracy of action recognition is promoted rather obviously.…”
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A Method Calculating the Volume of Excavation and Filling of Large Canal by XIA Fu-zhou, WANG Chang-de

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SIMPLIFIED MEASUREING METHODS OF STRESSED-DEFORMED STATE OF AN EXPANDABLE SHELTER by D. V. Mishuta, V. G. Mikhailov

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STUDY AND APPLICATIONS OF DETECTION METHOD FOR MACHINING QUALITY OF HELICAL SURFACE by DONG ZongZheng, KUANG YuChun, ZHANG Cong, YU JiangHai

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Validated Spectrophotometric Methods for Simultaneous Determination of Food Colorants and Sweeteners by Fatma Turak, Mahmure Ustun Ozgur

“…The results obtained by applying the ZCDS method were statistically compared with those obtained by the RDS method.…”
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Personal data privacy protection method based onvertical partitioning by RUAN Huafeng, LI Rui, LUO Kailun

“…In distributed environments, vertical partitioning had been an effective method to protect user privacy. However, current vertical partitioning strategies assumed that there was no collusion among the CSPs (Cloud Service Providers) involved in data storage. …”
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The method of settling environmental conflicts in Indonesia: Alternative dispute resolution by Sari Rafiqa, Darwance Darwance, Anwar Muhammad Syaiful

“…The issues concerning those responsible for environmental harm can be addressed through judicial means or alternative dispute resolution methods. The questions to consider are: First, how is the resolution of environmental conflicts handled outside of court when viewed from a civil law perspective? …”
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A call to the use of the clinical method in the practice of perinatal medicine by Carlos Esteban Zerquera Álvarez

“…A reflection on the appropriateness and current application of the clinical method, defined as the diagnostic process inherent to the practice of human medicine is presented. …”
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Security: Exploring Alternative Methods in Curbing Security Challenges in Nigeria by Ejovi Austine, Egbon Nkechi Thomastina

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PRECISION COMPARISON METHOD OF EXPANSION DESIGN FORMULA APPLIED RANGE by LIU Cen, LIU XiaoNing, LIU Bing, YUAN XiaoHui, YANG Fan, ZHANG HongWei

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Reproducing Kernel Method for Solving Nonlinear Differential-Difference Equations by Reza Mokhtari, Fereshteh Toutian Isfahani, Maryam Mohammadi

“…Results obtained by the proposed method imply that it can be considered as a simple and accurate method for solving such differential-difference problems.…”
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Cryptanalysis of IAR-CTR and IAR-CFB and a fixing method by Xueqi Zhu, Fangzhou Liu, Yan Jia, Jun Xu, Peng Wang

“…However, the same fixed method does not work for the IAR-CFB mode.…”
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Several Guaranteed Descent Conjugate Gradient Methods for Unconstrained Optimization by San-Yang Liu, Yuan-Yuan Huang

“…Moreover, we present several specific guaranteed descent conjugate gradient methods and give their numerical results for large-scale unconstrained optimization.…”
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A Modeling Method for Small Packing Particles in Electromagnetic Simulation by Yi Cheng Zhong, Yu Jian Cheng, Yong Fan

“…A modeling method for small packing particles is proposed in this paper, especially for the application of the electromagnetic simulation. …”
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Deep learning Chinese input method with incremental vocabulary selection by Huajian REN, Xiulan HAO, Wenjing XU

Subjects: “…Chinese input method…”
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An Improved Method for Quantifying Liquid Saturation Using Transparent Soil by Juan Wang, Wei Liu, Wenwu Chen, Xuebin Ran, Yanfang Zhang, Gaochao Lin

“…To this end, we have made some improvements to the specific testing method for wetting liquid saturation in the residual state and proposed a local centrifugal sampling method, which considerably improved the accuracy of this method. …”
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Channel estimation method for massive MIMO system in Rice channel by Xueli WANG, Haiquan WANG, Xiao LI, Dakuan YANG

“…The high-speed mobile transportations,such as high-speed rails,pilot-less airplanes,are mostly in the open areas.Due to the existence of line of sight (LOS) propagations,the Rayleigh fading model can not describe the channels very well in these environments.The Rice fading channel model is constituted of a LOS component and a multiple-path component,which can characterize the channels more accurately.Based on the Rice model,the improved channel estimation methods and corresponding decoding methods were proposed based on the superimposed training sequences for massive multiple input multiple output (MIMO) system.The improved channel estimation methods were divided into two cases:the LOS component was known to the receiver and the other was unknown.The numerical simulation results show that the superiority of the proposed methods.…”
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Application of Artificial Freezing Method in Deformation Control of Subway Tunnel by Jie Li, Jinke Li, Yuancheng Cai, Dingyi Wu, Chunxia Guo, Wencai Zhao, Kunjie Tang, Yuhang Liu

“…The traditional stratum reinforcement method may not meet the engineering needs. In this case, the artificial freezing method (AFM) provides a solution for such engineering problems. …”
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Research on Method of Intelligent Mobile Internet Pipeline Deployment Strategy by Jiaojiao Ren, Jun Zhao

“…Policy deployment scheduling methods and strategies of the mobile internet smart pipe structure refinement were systematically studied.The deficiencies of existing methods were analyzed,and on the basis of the existing method,a fine method of intelligent pipeline deployment strategy was presented.…”
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