Investigation of Parametric, Non-Parametric and Semiparametric Methods in Regression Analysis by Esra Yavuz, Mustafa Şahin

“…Regression analysis is known as statistical methods applied to model and analyze the relationship between variables. …”
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Effective Impedance Method for In situ Ellipsometry Analysis of Magnetic Films by L.V. Panina, A.T. Morchenko, L.V. Kozhitov, P.A. Ryapolov

“…Standard ellipsometry analysis requires the model response to be calculated from every layer in the structure. …”
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Analysis of Selected Methods of Computer-Aided Design for Stage Structures by Szymon Wyrąbkiewicz, Marcin Zastempowski, Jurand Burczyński, Maciej Gajewski

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Topology modeling and analysis of emergency communications network by Wei WANG, Wen-hong ZHAO

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Research on Modeling and Dynamic Characteristics of Complex Biological Neural Network Model considering BP Neural Network Method by Hongyan Chen

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Embedded circuit analysis and design method for reconfigurable metasurface element by Bincai Wu, Xingqi Xuan, Yuqi Chen, Jun Wen, Qijun Hu, Shilie Zheng, Ian Pratt, Xiaonan Hui, Xianmin Zhang

“…The authors present a reconfigurable method based on the general design model and prove that the method achieves independent regulation of amplitude and phase for the reflected electromagnetic wave. …”
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Novel feature extraction method for signal analysis based on independent component analysis and wavelet transform. by Mariusz Topolski, Jędrzej Kozal

“…Our work introduces a novel feature extraction method that uses wavelet transform to provide additional information in the Independent Component Analysis mixing matrix. …”
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Method for trust analysis of exchange process behavior based on noninterference by Yi SUN, Xing-yuan CHEN, Xue-hui DU, Cheng LEI

“…Aiming at the problem of dynamic data security exchange behavior cannot be controlled,methods for trusted analysis of exchange process behavior based on noninterference are proposed.First,the exchange behavior model is for-malized from the perspective of the exchange process.Then,the exchange behavior trust constraint rules,exchange be-havior trust judgment theorem and security proof are given in different stages and different mode.Finally,a concrete ap-plication example shows the availability of the method.…”
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Method for trust analysis of exchange process behavior based on noninterference by Yi SUN, Xing-yuan CHEN, Xue-hui DU, Cheng LEI

“…Aiming at the problem of dynamic data security exchange behavior cannot be controlled,methods for trusted analysis of exchange process behavior based on noninterference are proposed.First,the exchange behavior model is for-malized from the perspective of the exchange process.Then,the exchange behavior trust constraint rules,exchange be-havior trust judgment theorem and security proof are given in different stages and different mode.Finally,a concrete ap-plication example shows the availability of the method.…”
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A multidimensional Bayesian IRT method for discovering misconceptions from concept test data by Martin Segado, Aaron Adair, John Stewart, Yunfei Ma, Byron Drury, David Pritchard

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Aeronautical Ad Hoc network node failure analysis method by Lixia XIE, Liping YAN, Hongyu YANG

“…To analyze the stability changes of aeronautical ad hoc network (AANET) caused by node failure affecting reaction effectively, an AANET node failure analysis method was proposed.Firstly, the model of business-entity asymmetric dependent network was established based on the characteristics of AANET.Secondly, an improved failure traffic redistribution algorithm was designed to obtain the affected node set.Finally, the AANET affecting impact value was calculated according to the node weight, then the affecting impact degree was determined.The experimental results show that the proposed method has better accuracy in the failure affecting impact analysis of AANET.…”
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User role analysis method based on directed topological potential by Song-qing DUAN, Xing-long YU, Bin WU, Bai WANG

“…The majority of real-world networks are directed,weighted and dynamic.Aiming at the problem of node role analysis in directed weighted network,a novel node role analysis method based on directed topological potential is pro-posed,which can divide nodes into four roles based on their behavior pattern and local influence.Then,a node role-based dynamic networks evolution analysis method is introduced,which can model the dynamics of behavioral roles represent-ing the main connectivity patterns over time and detect the significant event.The experiment results indicate that pro-posed approaches can effectively estimate the node role and detect the dynamics of network evolution.…”
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Analysis of the loading properties of fowl eggshell with finite element method by SONG Hui-zhi, WANG Jun, YE Jun-an

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Synthesis and Solution Region Analysis Method of Linear Guide Mechanism by Qian Weixiang, Liu Shuang, Shi Xiaojuan

“…A synthesis and solution regions analysis method for linear guide mechanism when the side link and frame are collinear is proposed. …”
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Stacking data analysis method for Langmuir multi-probe payload by Jin Wang, Jin Wang, Duan Zhang, Qinghe Zhang, Qinghe Zhang, Xinyao Xie, Fangye Zou, Qingfu Du, Qingfu Du, V. Manu, Yanjv Sun

“…The combination of integrated machine learning methods and IRI models greatly improves the accuracy of electron density measurements obtained by m-NLPs. …”
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THE RESEARCH OF THE POLLUTION OF SPRINGS IN THE CITY OF STAVROPOL BY THE METHOD OF FACTOR ANALYSIS by Inna Vladimirovna Begday, Elena Vasilievna Bondar, Natalya Evgenyevna Perekopskaya

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Analytical Method Analysis based on Eccentric Load of Slewing Bearing by Weiting Zeng, Manyi Chen

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Multi‐Model Assessment of PCA‐Informer Hybrid Model Against Empirical and Deep Learning Methods in TEC Forecasting by Yang Lin, Hanxian Fang, Die Duan, Ding Yang, Hongtao Huang, Chao Xiao, Ganming Ren

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Convergence Analysis of an Iterative Method for Nonlinear Partial Differential Equations by Hung-Yu Ke, Ren-Chuen Chen, Chun-Hsien Li

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Comparison of Machine Learning Methods for Menstrual Cycle Analysis and Prediction by Mutiara Khairunisa, Desak Made Sidantya Amanda Putri, I Gusti Ngurah Lanang Wijayakusuma

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