Family adaptation as a predictor of family self-determination of digital generation students by S. V. Merzlyakova, E. P. Kayumova

“…An accessible and contradictory Internet space creates threats and risks to traditional family values, contributes to the emergence of intergenerational problems, the formation of distortions in the marriage and family conception of young people in the context of digital socialisation. …”
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Editorial by Christian Gütl

“…Besma Hezili and Hichem Talbi from Algeria address the collaborative auto-diversified optimization scheme (CADOS) for solving continuous and combinatorial optimization problems by exploring the synergy of various optimization algorithms and enhance their effectiveness and efficiency, particularly for higher-dimensional problems. …”
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RESOCIALIZATION OF ADOLESCENTS ON PROBATION: PSYCHOSOCIAL APPROACH WITH ELEMENTS OF COACHING by Inesa Harkusha, Serhii Dubinskyi

“…They are mediated by the adolescent’s immediate environment and manifest themselves as family and per- sonal problems. A crime can be a way of overcoming problems caused by social factors and a reaction to frustration caused by the inability to overcome them in other ways. …”
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The effect of 8 weeks of aquatic and land exercise training on balance and proprioception of the ankle joint in children with diplegia cerebral palsy by Hamid Abbasi, Hossein Ghasemsharifi, Saeed Abedinzadeh, Reza Sharifatpour

“…Together with other features of the disease, this leads to limited mobility for those affected. …”
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ECOLOGICAL THERAPY AS CORRECTIONAL AND PEDAGOGICAL ELEMENT OF INTEGRATED APPROACH IN THE TREATMENT OF LOGONEUROSIS AMONG PRESCHOOL CHILDREN by I. V. Kalashnikova, N. V. Saltan, O. B. Gontar, V. K. Zhirov

“…The aims of the publication are: to analyse domestic experience of education and training of preschool children with logoneurosis; to designate the causes and displays of this disease; to define the problems arising through organization of correctional work in preschool institution taking into account modern requirements of the Russian legislation and climatic features of regions; to present a possible version of the solution of these problems.Methods. …”
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METHODOLOGICAL APPROACHES TO BUILDING RESEARCH COMPETENCE OF FUTURE DOCTORS OF PHILOSOPHY DURING THEIR POSTGRADUATE STUDIES by Oliinyk Iryna

“…The article is aimed at substantiation of methodological approaches to solving the problem of building research competence of future Doctors of Philosophy during postgraduate studies. …”
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Transient Voltage Unit Protection Based on Fault Information Fusion by Zhenwei Guo, Ruiqiang Zhao, Haojie Li, Yongyan Jiang

“…To address these issues, a new method of transient voltage protection is proposed by mining the equipment configuration information of the bus and line, as well as the frequency characteristics of the line boundary. To solve the problem that single-terminal transient line protection cannot distinguish between line fault and bus fault and the fault of adjacent line head end, a new fault feature is constructed by introducing a difference of instantaneous amplitude of the high-frequency signals between line voltage and bus voltage. …”
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Construction and Simulation of a Strategic HR Decision Model Based on Recurrent Neural Network by Xiaorong Li, Lijun Zhang, Dongchen Li, Dan Guo

“…A strategy for optimizing the training of hybrid convolutional neural networks is proposed, using an exponential linear unit activation function to solve the problem of neuron dead zones, a hybrid pooling strategy is used to improve the problem of feature information loss in maximum pooling processing, and an improved cross-entropy loss function is used to solve the problem of insufficient learning of difficult classification samples. …”
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Similarity based city data transfer framework in urban digitization by Haoxiang Wang, Xiaoping Che, Enyao Chang, Chenxin Qu, Ganghua Zhang, Zihan Zhou, Zhenlin Wei, Gengyu Lyu, Pengfei Li

“…Abstract Cross-city transfer learning aims to apply the knowledge and model from data-rich cities to data-poor cities to solve the cold start problem. Existing methods directly transfer the model constructed from developed cities to underdeveloped cities without considering the similarity between them, which leads to a potential transfer mismatch problem, and in turn, decreases the performance of transfer results. …”
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Juvenile system: Legal status of convicted persons in the Russian Federation and the Republic of Korea by Darya P. Vyshkvarka, Mikael N. Akhmedov

“…The article examines the specifics of regulating the protection of the rights of minors, approaches to solving problems of family problems and methods of social support for children and families. …”
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Gender differences in the prevalence, correlated factors and comorbidity of depression in adolescents: a cross-sectional study in Shanghai, China by Yi Wang, Xiyan Zhang, Yan Li, Hongyun Qin, Xin Li

“…Interaction analyses showed there was a negative interaction between abnormal peer problems and 7th grade among boys (adjusted OR = 0.288 [95% CI, 0.086–0.951]). …”
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METHODOLOGICAL BASIS OF STANDARD GAMBLE METHOD USAGE IN QUALITY OF LIFE ASSESSMENT IN PHARMACOECONOMIC RESEARCHES by R. I. Yagudina, A. Ju. Kulikov, D. T. Ugrekhelidze

“…This article presents a methodology of conducting researches using standard gamble. The problems and features of the interpretation of the results are covered, examples of research using props, as well as computer programs that calculate the values of the utility automatically are described.…”
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Modelling of QUENCH-03 and QUENCH-06 Experiments Using RELAP/SCDAPSIM and ASTEC Codes by Tadas Kaliatka, Algirdas Kaliatka, Virginijus Vileiniškis, Eugenijus Ušpuras

“…The performed benchmark allowed analysing different modelling features. The recommendations for the model development are presented.…”
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A Fast Power Market Clearing Method Based on Active Constraints Identification by Deep Learning by Yunliang WU, Jianxin ZHANG, Bao LI, Peng LI, Zhiyong LI, Xin ZHOU, Yan YANG, Xiaowen LAI

“…The day-ahead power market clearing needs to solve the security-constrained economic dispatch (SCED) problem. Although the SCED problem is a linear programming (LP) model, the model size is too large to be effectively solved because the massive security constraints in the N–1 scenarios need to be considered. …”
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An efficient parallel DCNN algorithm in big data environment by Yimin Mao, Yaser Ahangari Nanehkaran, Neelakandan Chandrasekaran, Ying Huo, Zhan Qing Wen, ke Gong, Miao Decheng

“…An efficient parallel DCNN algorithm (PDCNN-MI), combined with MapReduce and Im2col algorithms, is introduced to address these challenges. First, a parallel feature extraction strategy based on the Marr-Hildreth operator (PFE-MHO) is proposed to extract target features from data as inputs to the network, effectively solving the problem of high data redundancy. …”
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Failure Analysis of Static Analysis Software Module Based on Big Data Tendency Prediction by Jian Zhu, Qian Li, Shi Ying

“…This method can learn features from original defect data, directly and efficiently extract required features of all levels from software defect data by setting different number of hidden layers, sparse regularization parameters, and noise ratio, and then classify and predict the extracted features by combining with big data. …”
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Modern data on the biology of Human Herpesvirus 6 and pathogenesis of Human Herpesvirus 6-associated clinical conditions (review of scientific publications) by P. A. Drozdovskaya, V. A. Zinserling

“…They determine difficulties of laboratory diagnostics of the infection and create problems in choosing treatment tactics.…”
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Multicriteria-Based Crowd Selection Using Ant Colony Optimization by Guan Wang, Farhad Ali, Jonghoon Yang, Shah Nazir, Ting Yang, Abdullah Khan, Muhammad Imtiaz

“…For addressing the problem of crowd selection, a novel “ant colony optimization-based crowd selection method” (ACO-CS) is presented in this paper that selects a crowd worker based on multicriteria features. …”
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3D Reconstruction With Spherical Cameras by Yan Cui, Qingling Chang, Qiang Liu, Xin Yang, Yajiang Huang, Shichao Chen, Fei Ren, Didier Stricker

“…In the camera locating part, we use a global descriptor augmentation model to build a labeled panorama dataset GDAP, in which the images are captured by our designed spherical cameras; In the depth estimation part, we propose a new network UMDE that can estimate the depth of both indoor and outdoor scenes; Finally, in the 3D surface reconstruction section, we turn the reconstruction problem to a graph optimization problem, called GraphFit, in which, we optimize the point clouds with s-t graph and smoothing method successively. …”
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Degrade or Super-Resolve to Recognize? Bridging the Domain Gap for Cross-Resolution Face Recognition by Klemen Grm, Berk Kemal Ozata, Alperen Kantarci, Vitomir Struc, Hazim Kemal Ekenel

“…In this work, we address the problem of cross-resolution face recognition, where a low-resolution probe face is compared against high-resolution gallery faces. …”
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