Intelligent Recognition Technology for the Segmentation of Traffic Indication Images Concerning Different Pavement Materials by Juanhong Xie, Guojian Shi, Weizhi Zhu

“…Besides, the adaptive median filter (AMF) algorithm is used to pre-process and protect the traffic indication images without obscuring them. …”
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Quality analysis method for hot strip based on data mining by LI Yang, WANG Jing, ZHANG Yong-jun

“…The hot rolling of strip is a multi-stage production process. There are about a hundred of control parameters and target parameters which are related to the quality of products directly in the multi-channel processes. …”
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Analysis and Simulation of Overmodulation Modes of a Three-Inverter Block of the Photovoltaic Installation by Oleschuk V.

“…The purpose of this work is to modernize the control scheme of a transformer-based photovoltaic system with three inverters controlled by the modified algorithms of synchronous space-vector PWM in order to ensure linear regulation of the system in the overmodulation zone of the inverter block in the process of forming a symmetrical and synchronized (with the operating frequency of the system) voltage on the inverter-side windings of a power transformer. …”
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Physics‐Informed Convolutional Decoder (PICD): A Novel Approach for Direct Inversion of Heterogeneous Subsurface Flow by Nanzhe Wang, Xiang‐Zhao Kong, Dongxiao Zhang

“…During the training process, the stochastic vector in KLE and the parameters of the convolutional decoder are adjusted simultaneously to minimize the data‐mismatch and the physical violation. …”
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Development of hybrid computational model for simulation of heat transfer and temperature prediction in chemical reactors by Kamal Y. Thajudeen, Mohammed Muqtader Ahmed, Saad Ali Alshehri

“…The model is hybrid by combining heat transfer and machine learning in simulation of the process. The simulated process is a tubular chemical reactor for synthesis of a target compound. …”
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An Implicit Memory-Based Method for Supervised Pattern Recognition by Yu Ma, Shafei Wang, Junan Yang, Yanfei Bao, Jian Yang

“…No physical or biological experiment can fully reveal this process. Psychological evidence is more about describing phenomena and laws than explaining the physiological processes behind them. …”
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AUTOMATION OF LAW ENFORCEMENT: PROBLEMS AND SOLUTIONS USING MACHINE LEARNING AND MACHINE-READABLE LAW by PEREVOZKIN Andrey Andreevich

“…The purpose of the study is to analyse the theoretical possibility of automating the law enforcement process through the use of modern information technologies and new approaches to the formation of law. …”
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Interval analysis-based Bi-iterative algorithm for robust TDOA-FDOA moving source localisation by Ningning Qin, Chao Wang, Changxu Shan, Le Yang

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Microevolutionary shifts in insect populations of Chornobyl exclusion zone and their potential consequences for agrocenoses of adjacent areas by V. A. Gaychenko, V. M. Chayka, O. G. Buntova, O. Yu. Krainiuk

“…For these groupings there are different vectors of selection: in the first case – natural, in the second – artificial under the influence of anthropogenic factors. …”
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PageRank of Gluing Networks and Corresponding Markov Chains by Xuqian Ben Han, Shihao Wang, Chenglong Yu

“…By an innovative application of the method of gluing Markov chains, we study the properties of Markov chains and extend their applicability by accounting for the damping factor and the personalization vector. Many properties of Markov chains related to spectrums and eigenvectors of the transition matrix, including the stationary distribution, periodicity, and persistent and transient states, will be investigated as well as part of the gluing process. …”
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正交面齿轮齿面偏差的坐标测量 by 王延忠, 王庆颖, 吴灿辉, 姜中立, 吕庆军, 冯美君

“…The theoretical coordinates and normal vector of points on the grid were calculated. The deviations were obtained after measuring the surface along normal direction. …”
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Redes comerciales y traslado de herencias entre el Imperio Hispánico y Galicia: Andrés de Losada Sotomayor y los retornos monetarios a Compostela (1744-1790) by Francisco Cebreiro Ares

“…This paper analyses the trajectory of Andres de Losada Sotomayor and his role as agent on the process of transferring the monetary wealth bequeathed by Galician (Spain) origins migrants to their parishes of birth. …”
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BALANCE OF PROGRESS AND REGRESS IN THE DEVELOPMENT OF POST-INDUSTRIAL SOCIETY by A. A. Kumpen, M. N. Rosenko

“…Modern social realities demonstrate continuous interrelation of the progressive development with a regressive vector that defines changes of public relations. This difficult multi-aspect historical process covers all spheres of post-industrial society, including its structural organization, level of stability of social system, character of internal and external contradictions.…”
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INSTITUTIONAL TRAPS OF DIGITAL ECONOMY by Inessa Penkova

“…The article aims at identifying the core institutional traps arising in the process of forming a digital economy. Within the research tasks were set and resolved regarding the concept of ((institutional trap» in relation to the digital economy, identifying the main institutional traps at the current stage of developing information and economic relations and identifying hypothetical ways to overcome them. …”
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Research on ammunition support task classification based on PPSVM by Li Yuan, Wang Mu, Gu Minzhi, Tang Shoujiang

“…In order to solve that problems of few ammunition support personnel, low support efficiency and repeated statistics, the classification model of emergency ammunition material support task is studied, the application of PPSVM in the classification of emergency ammunition material support task is analyzed, the probability output model of multi- classification support vector machine is established, and then the classification process is completed by selecting the class number with the largest posterior probability as the class output of test samples The experimental results show that the method can solve the classification problem of emergency ammunition material support task.…”
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Cognitive radio auto-adaptive sensing algorithm based on POMDP by Rui-chen XU, Ting JIANG

“…In order to design an appropriate spectrum sensing mechanism in millisecond spectrum hole environment,the optimal data transmission time of secondary users was derived to maximize the data throughput.Furthermore,in order to exploit the millisecond spectrum holes,an auto-adaptive spectrum sensing algorithm based on POMDP (partially observ-able Markov decision process) was proposed.This algorithm executes spectrum sensing or data transmission action in the current decision epoch based on the belief vector and the observation result in the last decision epoch.Simulation results show that the proposed algorithm can constrain the collision probability between primary users and secondary users,and improve systemic spectrum utilization at the same time.…”
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Algorithm for Identification Electromagnetic Parameters of an Induction Motor When Running on a Three-Phase Power Plant by D. S. Odnolko

“…The flexible structure of the algorithm allows it to be used for preliminary identification of an induction motor, and in the process operative work induction motor in the frequency-controlled electric drive with vector control.…”
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Context-aware Models for Twitter Sentiment Analysis by Giuseppe Castellucci, Danilo Croce, Andrea Vanzo, Roberto Basili

“…A Markovian formulation of the Support Vector Machine discriminative model has been here adopted to assign the sentiment polarity to entire sequences. …”
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Enhancing recombinant antibody yield in Chinese hamster ovary cells by Chee-Hing Yang, Hui-Chun Li, Shih-Yen Lo

“…This review succinctly outlines these methodologies when also addressing challenges encountered in the production process, such as issues with aggregation and fucosylation.…”
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Social network information diffusion model based on user’s influence and interesting by Rui WANG, Yong LIU, Jing-hua ZHU, Ping XUAN, Jin-bao LI

“…A new non-topological information diffusion model of social network was proposed,called non-topological influence-interest diffusion model (NT-II).Representation learning was exploited to construct two hidden spaces for NT-II，called the user-influence space and the user-interest space,each user and each propagation item was mapped into a vector in space.The model predicted the probability of a user receiving a propagated item,considering not only the degree of influence from other users,but also the user's preference for propagated item.The experimental results show that the model can simulate the propagation process and predict the propagation results more accurately.…”
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