GNN for LoRa Device Fingerprint Identification by Bojun Zhang

“…It calculates the similarity between signals using the Wasserstein distance and selects the top K most similar signals for each as first-order neighbors through heap sorting, constructing phase and RSSI(Received Signal Strength Indicator) graphs and transforming the signal classification problem into a graph-based node classification problem. …”
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Research on distributed time synchronization methods for LEO communication constellations based on maximum likelihood estimation by YAN Bing, ZHAO Yafei, FANG Yiming, PENG Mugen, LIN Guangrong

“…As the rapid deployment of low earth orbit (LEO) mega-constellations and the swift growth of satellite Internet unfolds, distributed satellite systems composed of a large number of LEO satellites become a significant feature of the space-air-ground integrated networks. …”
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Time series classification through visual pattern recognition by Agnieszka Jastrzebska

“…In consequence, the time series classification problem is converted into the visual pattern recognition problem. …”
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An SVDD-based post-processing approach for vibration risk assessment of the hydro-turbine-generator in a large hydropower station by Jinliang Zhang, Fengwei Yang, Chao Liang, Yuansheng Zhang, Yongchang Li

“…Different from the deterministic variable features in traditional support vector domain description (SVDD) algorithms, the feature of vibration amplitude is actually a random variable so that the different target objects will be obtained at different confidence levels. …”
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Efficient-Deformable-DETR: Enhancing underwater small target detection in complex environments by Xie Haozheng, Xin Guanghong, Kang Shuo, Xie Qiongdan

“…This paper focuses on the problem of small target detection in complex underwater environments and proposes an improved model based on the Deformable-DETR model. …”
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Research on distributed time synchronization methods for LEO communication constellations based on maximum likelihood estimation by YAN Bing, ZHAO Yafei, FANG Yiming, PENG Mugen, LIN Guangrong

“…As the rapid deployment of low earth orbit (LEO) mega-constellations and the swift growth of satellite Internet unfolds, distributed satellite systems composed of a large number of LEO satellites become a significant feature of the space-air-ground integrated networks. …”
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Numerical Simulation of Ambiguity Resolution in Multiple Information Streams Based on Network Machine Translation by Lei Wang, Qun Ai

“…Using the naive Bayesian machine learning method and the feature vector set extracted and constructed by the Dice coefficient method, a semantic word disambiguation model based on semantics is realized. …”
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New opportunities and challenges in financing of the enterprises of small and average business in Russian Federation by T. A. Shpilkina

“…The mechanisms of financing of the enterprises of small and average business and their main features. The possibilities and problems of development of subjects of small and average business in the current economic conditions. …”
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Epilepsy: take care of the women’s beauty from childhood by I. A. Zhidkova

“…Specific aspects of the problem are noted, the basic principles and features of the treatment of female epilepsy are shown, the problems of pregnancy planning are discussed.…”
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Research on Correction Method of pin-by-pin Homogenization Environmental Effect of PWR Based on Machine Learning by LI Tianya1, 2, , LUO Qi3, , YAO Dong2, HE Caiyun1, CHAI Xiaoming2, CAI Yun2, ZHANG Bin2, ZHANG Hongbo2, LIAO Hongkuan1, DUAN Yongqiang1

“…By analyzing the machine learning model’s feature sensitivity, the combination features of pin material, location, surrounding assembly, energy spectrum, and leakage-related information were determined. …”

POLITICAL AND RELIGIOUS FACTOR IN THE NORTH CAUCASUS YOUTH by Elena Vyacheslavovna Galkina, Maxim Sergeevich Matzenko

“…The article discusses the features of influence of the political and the religious factor on the youth of the North Caucasus. …”
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Civilizational Transit and Post-Coloniality by SLEDZEVSKII Igor Vasilievich, NEKLESSA Aleksandr Ivanovich, KHAYRULLIN Timur Radikovich

“…The problem of the forms and features of Christianity as one of the most important confessions of modern Africa received special attention at the conference. …”
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Detection and monitoring of stress using wearables: a systematic review by Anuja Pinge, Vinaya Gad, Dheryta Jaisighani, Surjya Ghosh, Sougata Sen

“…One health-related area that has rapidly adopted wearable devices is the mental health monitoring and well-being area, which covers problems such as psychological distress. The continuous monitoring capability of wearable devices allows the detection and monitoring of stress, thus enabling early detection of mental health problems. …”
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EMOTION RECOGNITION USING TEXTURE ANALYSIS by A. V. Zhabinski

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Cockpit as a source of piloting errors by A. L. Rybalkina

“…The article analyzes the various problems associated with the construction of a cockpit, which can contribute to piloting errors (relative positioning and various dials, perception of warning signals, features of spatial orientation). …”
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Choice of machine learning models for predicting the development of psychological disorders in people with hypothireosis and hyperthireosis by Нурал Гулієв

“…The selection of criteria took into account potential problems with medical and psychological data. The method used was linear additive convolution, which is used to select the best alternatives according to the results, with the Pareto principle, which aims to exclude less suitable alternatives because all the features have lower values than in other options. …”
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Legitimacy and legitimation of the Russian public authority by D. A. Avdeev

“…The article is devoted to the legal analysis of the legitimacy of the activities of public authorities and the process of their legitimation in the Russian Federation, as well as other problems of national democracy. The legal understanding of the concept of "people" as the only source of power and the bearer of sovereignty is considered, a distinction is made between these properties.The purpose of the article is to identify its essential features the category of legitimacy, identify problems related to the reflection of the political will of Russian citizens in the organization and activities of state authorities and local self-government. …”
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Intra-landscape distribution of snow storage in the Mayma river basin (low-mountain area of the Russian Altai) by L. F. Lubenets, D. V. Chernykh

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Theoretical and Methodological Perspective on the Prerequisites of Emergence and Peculiarities of the Functioning of Decentralized Finance by M. A. Abramova, S. V. Krivoruchko, O. V. Lunyakov, A. B. Fiapshev

“…It is concluded that the process of formation and development of decentralized finance is objective and driven by changes in the monetary sphere, technological advances, and problems of traditional finance. At the same time, the stable features of DeFi determine the potential of reproduction of financial relations on a decentralized basis, but at the same time do not allow us to qualify DeFi as an independent category and institution. …”
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THE CONCEPT OF JOINT VALUE CREATION AND TRANSFORMATION OF THE BUSINESS MODEL: PECULIAR PROPERTIES OF COMPANIES DIFFERENT IN THE TYPE OF PRODUCTION AND ECONOMIC INTERACTION by E. V. Migol

“…The features of this process for different types of companies are studied. …”
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