Research on unsupervised domain adaptive bearing fault diagnosis method by WU ShengKai, SHAO Xing, WANG CuiXiang, GAO Jun

“…In order to verify the effectiveness of the proposed method, relevant comprehensive experiments were carried out on the bearing dataset of Case Western Reserve University of American and the bearing dataset of the University of Paderborn in Germany. …”
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A Random Compressive Sensing Method for Airborne Clustering WSNs by Wei Zhou, Bo Jing, Yifeng Huang

“…On the one hand, the reconstruction precision of the composite chaotic-genetic MP method can reach a magnitude of 10 −15 , and the average search speed is about 37 time that of the MP reconstruction method, which can effectively improve the reconstruction performance of the cluster head or Sink; on the other hand, by diminishing the sampling frequency to 1/8 of the original sampling frequency, the random compressive sensing technique can dramatically reduce the sampling quantity and the energy consumption of the cluster members, with the reconstruction precision reaching a magnitude of 10 −7 .…”
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Picture fuzzy hypersoft topsis method based on correlation coefficient by V. Chinnadurai, A. Bobin

“…Finally,we present a comparative study with existing studies to show the effectiveness of the proposed method.…”
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A Method for Map Construction in Degraded Environments of Subway Tunnels by CHEN Zhiwei, PAN Wenbo, HUANG Wenyu, ZENG Xiang, LI Yuanzhengyu, YUAN Chao

“…This validates the effectiveness of the proposed method.…”
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A method for continuously monitoring the quality of Masson pine seedlings. by Li Wang, Zhuo Huang, Handong Gao, Chao Ni

“…Continuous monitoring can help determine the quality of Masson pine seedling as soon as possible. To show the effectiveness of our proposed method, we designed an experiment, in which we applied different water stresses to our collected Masson pine seedlings and acquired two groups of pines, representing two different qualities: one stressed by water and one not. …”
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CSR STORAGE METHOD OF EXTENDED FINITE ELEMENT STIFFNESS MATRIX by LIU YaoXi, TANG JinYuan, ZHOU Wei, HE YuHui, YU Yang

“…The extended finite element method（ XFEM） is one of the most widely used numerical methods to deal with cracks,holes and inclusions. …”
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Tax haven as a method for tax optimization in holding structures by Joanna Toborek- Mazur

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Research on HMM based link prediction method in heterogeneous network by Rong QIAN, Jianting XU, Kejun ZHANG, Hongyu DONG, Fangyuan XING

“…In order to solve the problem that incomplete mining of structural information and semantic information in heterogeneous networks, a link prediction method combining meta-path-based analysis and hidden Markov model was proposed for link prediction of heterogeneous network.Considering that clustering could effectively capture the structural information of heterogeneous network, the k-means algorithm was improved to obtain the initial clustering center method based on the minimum distance mean square error, and it was applied to the hidden Markov model, first-order cluster hidden markov model (C-HMM⁽¹⁾) link prediction method, and a link prediction method for heterogeneous network with second-order cluster hidden Markov model (C-HMM⁽²⁾) were designed.Further, considering the feature information of the data, a link prediction method called ME-HMM that combined the maximum entropy model and the second-order Markov model was proposed.The experimental results show that the ME-HMM has higher link prediction accuracy than the C-HMM, and the ME-HMM method has better performance than the C-HMM method because it fully considers the feature information of the data.…”
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Deep Learning Method for Classifying Items into Categories for Dutch Auctions by Janusz Bobulski, Sabina Szymoniak

“…Thanks to the cross-validation method, the effectiveness of the recognition system was fully verified in several stages. …”
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A Design Method for Redundant Microthruster Layout With Allocation Error by Mingwei Chen, Chu Zhang, Jianwu He, Chao Yang, Li Duan, Qi Kang

“…To demonstrate the effectiveness and feasibility of the design method proposed in this paper, the space gravitational wave detection satellite is taken as a simulation case. …”
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An efficient explicit group method for time fractional Burgers equation by Fouad Mohammad Salama

“…Meanwhile, a linearized Crank–Nicolson difference method (LCNDM) is formulated for checking the efficiency of the proposed method. …”
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Research on Modeling Method of Gas Turbine Inlet Pressure Loss by Yunfeng JIN, Chao LIU, Gaofeng DENG, Yunlong GUAN, Xin TIAN, Haizhou HUANG, Dongxiang JIANG

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Towards an Online Self-Assessment for Informed Study Decisions–A Mixed-Methods Validation Study by Laurie Delnoij, José Janssen, Kim Dirkx, Rob Martens

“…This study reports on two validity aspects that are less commonly addressed in that respect, but essential for evaluating effectiveness: response processes and consequences of (self-) testing. …”
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BP Neural Network Fuse with Morphology Edge Detection Method by YUE Xin-hua, DENG Cai-xia, ZHANG Zhao-ru

“…First, a fully smooth Sigmoid function construction method is given, which is used as the excitation function in the BP neural network to detect the edge of the image effectively. …”
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The New Performance Calculation Method of Fouled Axial Flow Compressor by Huadong Yang, Hong Xu

“…In this model, the performance of the first section is obtained by combining scaling law method and linear progression model with traditional stage stacking method; simultaneously ambient conditions and engine configurations are considered. …”
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Dual-verified secure localization method for unmanned intelligent vehicles by GU Xiaodan, XIA Guozheng, SONG Bingchen, YANG Ming, LUO Junzhou

“…The experimental results in the real indoor scenarios show that the proposed method can effectively track the positions of the target unmanned intelligent vehicle, and the positioning accuracy is better than existing benchmark algorithms.…”
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Groundwater Level Distribution in Vacuum Dewatering Method in Phreatic Aquifer by Feng Huang, Jianguo Lyu, He Gao, Zhaoteng Yu

“…Vacuum dewatering method has been widely used in geotechnical engineering. …”
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Adaptive Global Predefined-Time Control Method of Aerospace Aircraft by Wenhao Ding, Xiaoping Shi, Changzhu Wei

“…Finally, the effectiveness and superiority of the proposed control scheme were verified through comparative simulation.…”
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IMPROVING THE IMAGE OF A BANANA USING THE OPENING AND CLOSING METHOD by Siti Fauziah, Nita Merlina, Nissa Almira Mayangky, Muhamad Hasan, Nabil Ali Fahrurrozi4, Yogi Yosua Panjaitan, Ananta Kusuma Putra

“…One significant technique in image processing is morphological image operations, which include methods such as opening and closing. This research explores the application of the opening and closing methods in improving the quality of banana images. …”
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Assessment of physical workload in chainsaw operators using the OWAS method by Antonić Slavica, Danilović Milorad

“…This highlights the need for a more in-depth analysis of the ergonomic aspects of such work methods. The aim of this study was to assess the physical workload of chainsaw operators engaged in tree felling and logging processing in selection forests of beech and fir, using the OWAS method and the Lundqvist index, as well as to provide recommendations for improving these work practices. …”
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