Structural Vibration Detection Using the Optimized Optical Flow Technique and UAV After Removing UAV’s Motions by Xin Bai, Rongliang Xie, Ning Liu, Zi Zhang

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THE METHOD OF ADAPTIVE STATISTICAL CODING TAKING INTO ACCOUNT THE STRUCTURAL FEATURES OF VIDEO IMAGES by Volodymyr Barannik, Dmytro Havrylov, Serhii Pantas, Yurii Tsimura, Tatayna Belikova, Rimma Viedienieva, Vasyl Kryshtal

“…This method is advisable to use in the technology of multi-level processing of video data based on the JPEG method. The technology is based on the detection of key information at several stages of video data processing. …”
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Monitoring Socio-Economic Trends: Tools and Limitations by N. G. Kurakova, О. А. Yeremchenko

“…The transformation of the world order, the change in the geopolitical and geo-economic picture of the world, the new vectors of the socio-economic policy of the Russian Federation imply the actualization of research strategies in the field of socio-economic sciences and the achievement of the maximum level of their relevance to the challenges of the current stage. …”
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Some comments on the assessment of students’ knowledge at the University by Darya I. Yareshchenko

“…This article is devoted to the study and modeling of the process of acquiring knowledge by students at the University. …”
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APPLICATION OF SEMI SUPERVISED LAPLACE SCORE IN ROLLING BEARING FAULT DIAGNOSIS (MT) by LIANG Chuang, CHEN ChangZheng, LIU Ye, JIA XinYing

“…At the same time, particle swarm optimization-based support vector machine（PSO-SVM） algorithm is used for fault classification. …”
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Functional Diagnosis of Digital State Automation Networks by I. V. Bystrova, B. P. Podkopaev

“…Next, the result generalizes for the case of vector functions, where multiple errors can occur. …”
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Sound Sensing: Generative and Discriminant Model-Based Approaches to Bolt Loosening Detection by Liehai Cheng, Zhenli Zhang, Giuseppe Lacidogna, Xiao Wang, Mutian Jia, Zhitao Liu

“…In this article, a whole set of signal processing procedures are proposed and a new kind of damage index vector is constructed to strengthen the reliability and robustness of this method. …”
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Analysis and Non-Invasive Diagnostics of Bearing Faults in Three-Phase Induction Motors by Juan Barreno, Fernando Bento, Antonio J. Marques Cardoso

“…The Short-Time Fourier Transform (STFT) and Park’s Vector Approach (PVA) were combined and applied to the stator currents. …”
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Machine Learning-Assisted Mitigation of Optical Multipath Interference in PAM4 IM-DD Transmission Systems by Wenxin Cui, Jiahao Huo, Jin Zhu, Jianlong Tao, Peng Qin, Xiaoying Zhang, Haolin Bai

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Application of machine learning to optimized design of layer structured particles by Hiroki GONOME, Hirotake SATO, Tatsuro HIRAI

“…Three types of machine learning were used: neural networks, support vector machines, and light gradient boosting machines. …”
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AC contactor fault recognition based on ERF and BO-SVC by LIU Shuxin, QI Xinzhi, LYU Xianfeng

“…In response to the challenges posed by imbalanced samples leading to low recognition accuracy and high feature redundancy in AC contactor, a novel composite recognition methodology which is leverages embedded random forest (ERF) and Bayesian optimization-support vector classification (BO-SVC) is introduced. Firstly, the extraction of contactor state features from the full life testing platform designed for contactor is initiated. …”
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Machine learning algorithm to predict in-hospital mortality after aneurysmal subarachnoid hemorrhage by Juri V. Kivelev, Alexey L. Krivoshapkin, Albert A. Sufianov

“…The raw dataset contained 7290 features, from which 12 features were selected to train the following ML models: logistic regression, support vector machine, random forest, XGBoost, multilayer perceptron and long short-term memory network (LSTM) were tested. …”
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Transformative Advances in NLP and AI: Charting the Evolution of Technology by Paul TEODORESCU, Silvia OVREIU

“…The article explains why science has chosen word-vectors and word vectorization in NLP and describes the 2 models that have established themselves in this world of words: Word2Vec and GloVe. …”
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Toolkit for providing economic and safe future of energy enterprises by Sergey Levchenko

“…The priority vectors for the formation of the ESG-investment environment for energy enterprises are determined and the expediency of their implementation is substantiated.…”
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Machine Learning and Metaheuristic Algorithms for Voice-Based Authentication: A Mobile Banking Case Study by Leili Nosrati, Amir Massoud Bidgoli, Hamid Haj Seyyed Javadi

“…This speech and password matching verification system uses our fuzzy nonlinear support vector machine network classification system, which was trained using the Ali Baba and the forty thieves algorithm. …”
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Double ϕ production in p¯p reactions near threshold by Dayoung Lee, Jung Keun Ahn, Seung-il Nam

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Visible feature engineering to detect fraud in black and red peppers by Mohammad Hossein Nargesi, Kamran Kheiralipour

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Investigation of a miRNA-Induced Gene Silencing Technique in Petunia Reveals Alterations in miR173 Precursor Processing and the Accumulation of Secondary siRNAs from Endogenous Gen... by Yao Han, Bin Zhang, Xiaoting Qin, Mingyang Li, Yulong Guo

“…Small RNA deep sequencing analysis showed that the processing of Arabidopsis miR173 precursors in MIGS-chs transgenic petunia plants did not occur in exactly the same way as in Arabidopsis, suggesting differences in the machinery of miRNA processing between plant species. …”
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The manufacture of AAV for gene therapy applications using a closed, semi-automated hollow-fiber bioreactor by Adrien Soula, Florian Leseigneur, Amna Anwar, Bilal Ozdoganoglu, Jagan Gurung, Hamza Bhatti, Juline Guenat, Quentin Bazot, Majahar Sayed, Carolina Pinto Ricardo, Lily Li, Katerina Farukshina, Tony Bou Kheir, Hadi Mirmalek-Sani, Gregory Berger, Julie Kerby, Jonathan Appleby, Michael Delahaye

“…Adeno-associated viral (AAV) vectors have been established as a safe and effective delivery vehicle for gene therapy. …”
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Production of Oncolytic Measles Virus in Vero Cells: Impact of Culture Medium and Multiplicity of Infection by Dustin Eckhardt, Jana Mueller, Jonas Friedrich, Jan-P. Klee, Irakli Sardlishvili, Lars E. Walter, Stefanie Fey, Peter Czermak, Denise Salzig

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