Cooperative sensing method considering malicious nodes in cognitive radio networks by Xiao-gang QI, Sheng-yu ZHENG, Li-fang LIU, Hui-fang WANG

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Application of invariant moment method for HAPS ISAR imaging with micro parts by Zhao-qun QI, Xiao-jun JING, Si-qing YOU, Hai-bin SUN

“…To resolve the micromotion in the HAPS(high altitude platform station) ISAR system,the invariant moment method for ISAR imaging with micro parts was proposed.Firstly,invariant moment tool was applied to classify the echoes of different sub-aperture,and then the sub-aperture echoes reducing the quality of image was separated.Finally the remaining echoes were used to do sub-aperture splicing imaging.From the simulation results,the algorithm is proved to be simple and can improve the quality of ISAR image obviously.…”
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A New Linearizing Method for Sum of Linear Ratios Problem with Coefficients by Hongwei Jiao, Yongqiang Chen

“…A new linearizing method is presented for globally solving sum of linear ratios problem with coefficients. …”
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Membership inference attack and defense method in federated learning based on GAN by Jiale ZHANG, Chengcheng ZHU, Xiaobing SUN, Bing CHEN

“…Aiming at the problem that the federated learning system was extremely vulnerable to membership inference attacks initiated by malicious parties in the prediction stage, and the existing defense methods were difficult to achieve a balance between privacy protection and model loss.Membership inference attacks and their defense methods were explored in the context of federated learning.Firstly, two membership inference attack methods called class-level attack and user-level attack based on generative adversarial network (GAN) were proposed, where the former was aimed at leaking the training data privacy of all participants, while the latter could specify a specific participant.In addition, a membership inference defense method in federated learning based on adversarial sample (DefMIA) was further proposed, which could effectively defend against membership inference attacks by designing adversarial sample noise addition methods for global model parameters while ensuring the accuracy of federated learning.The experimental results show that class-level and user-level membership inference attack can achieve over 90% attack accuracy in federated learning, while after using the DefMIA method, their attack accuracy is significantly reduced, approaching random guessing (50%).…”
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Approximate Solution of Urysohn Integral Equations Using the Adomian Decomposition Method by Randhir Singh, Gnaneshwar Nelakanti, Jitendra Kumar

“…We apply Adomian decomposition method (ADM) for obtaining approximate series solution of Urysohn integral equations. …”
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The Assessment of the Green Development of the Tobacco Industry Using a Multicriteria Method by Giedrė Lapinskiene, Martynas Blazaitis, Dainora Gedvilaite, Neringa Slavinskaite

“…This article uses Analytical Hierarchy Process (AHP) methods to create a hierarchical structure of the criteria and subcriteria necessary for green business development, establishing the relative weights of these subcriteria to find the areas in which attention and resources are most urgently required. …”
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Use of New Methods to Determine the Inputs Effective in Estimating Soil Temperature by Babak Mohammadi

“…In the main components analysis method, four main components for the synoptic station of Tabriz were selected. …”
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Optimization of Process Parameters for ε-Polylysine Production by Response Surface Methods by Maxiaoqi Zhu, Zhicai Zhang, Yiqiuyi Liu, Feng Wang, Lili Xia, Jianwei Xia, Hongming Guo

“…In the present work, we evaluated the ε-PL adsorption performances of HZB-3B and D155 resins and optimized the adsorption and desorption conditions by single-factor test, response surface method, and orthogonal design. The complexes of resin and ε-PL were characterized by SEM and FITR. …”
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3C-BASED METHODS FOR 3D GENOME ORGANIZATION ANALYSIS by N. R. Battulin, V. S. Fishman, Yu. L. Orlov, A. G. Menzorov, D. A. Afonnikov, O. L. Serov

“…Until recently, studies of this organization were limited by light microscopy and electron microscopy methods. The development of chromosome conformation capture (3С) methods allowed studying genome-wide chromosomal contacts by using only molecular methods. …”
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Dynamic Modeling and CAE Cosimulation Method for Heavy-Duty Concrete Spreader by Shiying Zhang, Ke Zhang, Bo Song, Wenda Yu, Dong Li

“…Therefore, this paper presents a new method of CAE cosimulation of liquid-solid rigid-flexible coupling. …”
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Application of Closed Reconstruction Method in Error Detection of RV Cycloidal Gear by Meng Tian, Tianxing Li, Yulong Li, Jinfan Li

“…The practicality and effectiveness of this method are verified by comparison of examples， which provides data basis for subsequent finishing processing.…”
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Identification of LSA Data Retrieval Method and Temporal Graph for Document Retrieval by Shahla Rezvani, Nader Naghshineh, Ahmad Khalilijafarabad

“…Library method is used to study theoretical foundations and judge literature. …”
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Method of fast construction of M-sequence feedback functions with polynomial representation by Jie GUAN, Congwei ZHOU

“…The construction of M-sequence feedback functions has always been a hotspot in the theory of stream cipher.Based on the structural properties of the M-sequence feedback function constructed by the m-sequence,the method of fast construction of a class M-sequence feedback functions was proposed by combining the function transformation and function derivative.Meanwhile,polynomial representation,amount and weight property of the class M-sequence feedback functions were considered.…”
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Research on the problem of landmines and explosive remnants of war worldwide and methods of demining by Dzenan Cosic, Alan Catovic

“…Additionally, it explores the most effective method for mine removal, and mechanical demining, providing a detailed overview of the operation and characteristics associated with this approach. …”
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A forecasting method of postoperative intestinal paralysis and its timely resolution by Valentin Madyarov, Marat Kuzikeev, Maulen Malgazhdarov, Yestay Abzalbek, Gulmamed Ashimov

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Integrating agent-based models and clustering methods for improving image segmentation by Erik Cuevas, Sonia Jazmín García-De-Lira, Cesar Rodolfo Ascencio-Piña, Marco Pérez-Cisneros, Sabrina Vega

“…The method starts with an agent-based model as a preprocessing step aimed at homogenizing pixel intensities within each region. …”
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Study on the Dynamic Response of Landslide Subjected to Earthquake by the Improved DDA Method by Xiu-Li Zhang, Bi-Ting Xie, Hao Wang, Yu-Yong Jiao

“…The displacements at monitoring points caused by Badong earthquake are calculated and compared with the field data, verifying the numerical method and model. Further, a strong earthquake with the peak acceleration of 1 g is assumed to act on the landside, the initiation and evolution process of landslide is simulated, and the movement features of landslide are discussed. …”
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A sustainable method of desalination using stacked layer filtration and magnetism by Mohan Venkata Sai Krishna Vellampalli, Prasanna Kuchelar

“…Overall, Combinations 2 and 7 consistently perform well across different dilutions, making them the most versatile methods. Combinations 6 and 8 are highly effective in undiluted conditions and moderate dilutions, while pairings 3 and 6 are less reliable, particularly at higher dilutions. …”
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Analysis Method of Gear Profile Deformation,Transmission Error and Contact Pattern by Wang Ruixin, Yang Chao, Gong Yu, Liu Hongqi, Zhang Jingcai, Li Jinfeng

“…Then a study of the effect on meshing stiffness of drum shape modification across of gear width and lead misalignment is carried out by using of slicing method. A convenient method of analyzing and calculating gear deformation curve is proposed,and to be used for obtaining the gear transmission error curve and contact pattern analysis for gear with profile modification and width modification. …”
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Comparison of Effect on the Strength Training by Using Positive and Inverted Pyramid Methods by Yanna ZHU, Yupeng LIU, Guanghu YU, Junfeng GUO, Jun LONG, Shujie SU, Shunji SHEN

Subjects: “…positive pyramid method…”
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