ESG Integration in the Light of Regression Analysis by P. I. Sevostyanov, Z. V. Bogaturiya

“…The results of the analysis are demonstrated, they show the impact of ESG factors on company capitalization and it can explain the vector of their advance into corporate strategies. …”
Get full text

Commodity Price Recognition and Simulation of Image Recognition Technology Based on the Nonlinear Dimensionality Reduction Method by Yongbin Liu, Jingjie Wang, Wei Bai

“…Although some traditional algorithms have achieved some results in the process of dimensionality reduction, they also expose their respective defects. …”
Get full text

Lightweight opportunistic routing forwarding strategy based on Markov chain by Feng LI, Ya-li SI, Zhen CHEN, Li-min SHEN

“…A lightweight opportunistic routing forwarding strategy (MOR) was proposed based on Markov chain.In the scheme,the execute process of network was divided into a plurality of equal time period,and the random encounter state of node in each time period was represented by activity degree.The state sequence of a plurality of continuous time period constitutes a discrete Markov chain.The activity degree of encounter node was estimated by Markov model to predict its state of future time period,which can enhance the accuracy of activity degree estimation.Then,the method of comprehensive evaluating forwarding utility was designed based on the activity degree of node and the average encounter interval.MOR used the utility of node for making a routing forwarding decision.Each node only maintained a state of last time period and a state transition probability matrix,and a vector recording the average encounter interval of nodes.So,the routing forwarding decision algorithm was simple and efficient,low time and space complexity.Furthermore,the method was proposed to set optimal number of the message copy based on multiple factors,which can effectively balance the utilization of network resources.Results show that compared with existing algorithms,MOR algorithm can effectively increase the delivery ratio and reduce the delivery delay,and lower routing overhead ratio.…”
Get full text

Perspectives de développement du tourisme culturel entre l’Égypte et les pays d’Afrique subsaharienne by Éric BOUBA DEUDJAMBÉ

“…The enhancement of cultural and natural assets is a vector for sustainable development. The countries of Africa, and more particularly those of sub-Saharan Africa, are currently looking to revitalise their cooperation with European countries by promoting their heritage and setting up management and protection systems and accompanying measures. …”
Get full text

Boundary-Value Problems for Weakly Nonlinear Delay Differential Systems by A. Boichuk, J. Diblík, D. Khusainov, M. Růžičková

“…The use of a delayed matrix exponential and a method of pseudoinverse by Moore-Penrose matrices led to an explicit and analytical form of sufficient conditions for the existence of solutions in a given space and, moreover, to the construction of an iterative process for finding the solutions of such problems in a general case when the number of boundary conditions (defined by a linear vector functional l) does not coincide with the number of unknowns in the differential system with a single delay.…”
Get full text

Formation of legal awareness of professional competence as a component of pharmaceutical workers in the European Union (Czech experience) by I. M. Alyeksyeyeva, M. S. Ponomarenko, O. G. Aleksyeyev, A .S. Solovyov, Yu. M. Grygoruk

“…The chosen topic is relevant due to the proclamation of vector of Ukraine's accession to the EU on the state level. …”
Get full text

Work of Teacher with Parents in Conditions of Inclusive Education by V. V. Khitryuk, M. G. Sergeyeva, N. L. Sokolova

“…The research urgency is caused by heterogeneity and polysubjectness ща inclusive educational space that form “the other” relationship between the parties in quality and vector direction. Special attention is given to identifying and testing new forms and technologies of interaction of the teacher with students’ parents. …”
Get full text

Design on a Hybrid Drive Feeding Mechanism of High-speed Industrial Sewing Machine by Zheng Ji, Qiu Weiming, Cui Lintao, Ke Xianglin, Yang Shu

“…In this study, the closed vector method is used to analyze the kinematics of the hybrid drive feeding mechanism, and the functional relationship between the tooth trajectory and the rotation angles of the drive motors is derived. …”
Get full text

Fundamentals of Industrial Strategizing: Formation of the Concept by N. I. Sasaev

“…In this context, the choice and justification of the long-term vector and the object development trajectory, which corresponds to the process of developing and further implementing the strategy, acquires the highest importance.   …”
Get full text

A Deep Learning Approach for a Source Code Detection Model Using Self-Attention by Yao Meng, Long Liu

“…The discriminative model identifies the code clone depending on the vectors generated by the presentation model. Our proposed model retains both the syntactics and semantics of the source code in the process of encoding, and the self-attention algorithm makes the classifier concentrate on the effect of key statements and improves the classification performance. …”
Get full text

Polarization Imaging Descattering Based on Dark Channel Prior Background Light Estimation by Jiarui Zhang, Yaxin Cai, Ming Fang

“…By integrating polarization imaging with the dark channel prior (DCP) and fully utilizing the polarization information from the Stokes vector and the DCP, the interference of the target information in calculating the background information can be effectively eliminated. …”
Get full text

Étude par simulation à base d’agents des effets des discontinuités intra-urbaines à Delhi sur la dispersion des moustiques Aedes aegypti, vecteurs de la dengue, de la fièvre jaune,... by Somsakun Maneerat, Éric Daudé

“…In order to fight against the transmission of dengue, yellow fever, chikungunya and Zika viruses, significant resources were allocated to the process of restricting the propagation of their main vector, the Aedes aegypti mosquito. …”
Get full text

Sql injection detection using Naïve Bayes classifier: A probabilistic approach for web application security by Lu Zhexi

“…This collection of attributes is employed to generate a feature vector that serves as the input for the Naive Bayes classification algorithms. …”
Get full text

Production machines maintenance based on digitalization by A. K. Tugengold, R. N. Voloshin, A. R. Yusupov, T. N. Kruglova

“…A mathematical method is used to describe the digital image vector and the control system algorithm.Research Results. …”
Get full text

Real-time chiral dynamics at finite temperature from quantum simulation by Kazuki Ikeda, Zhong-Bo Kang, Dmitri E. Kharzeev, Wenyang Qian, Fanyi Zhao

“…By introducing a chiral chemical potential μ 5 through a quench process, we drive the system out of equilibrium and analyze the induced vector currents and their evolution over time. …”
Get full text

Dislocation‐Driven Formation of Oriented Macroperiodic Metastructures of Curved Single Crystal Lattices in Glass by Evan J. Musterman, Volkmar Dierolf, Himanshu Jain

“…The development of lattice curvature appears to be intrinsic to the crystal growth process in some systems, while the result of the locally changing crystallography in others. …”
Get full text

Lattice-Based Generation of Euclidean Geometry Figures by Jonathan Henning, Hanna King, Sophie Ngo, Jake Shore, Alex Gardner, Chris Alvin, Grace Stadnyk

“…As input, we take a user-defined vector of primitive geometry shapes and convert each into a GFL. …”
Get full text

Advancing Over-the-Air Federated Learning through Deep Reinforcement Learning in UAV-Assisted Networks with Movable Antennas by Mohsen Ahmadzadeh, Saeid Pakravan, Ghosheh Hodtani

“…Then An MSE minimization problem is then formulated, involving the joint optimization of moveable antenna position vectors, and the beamforming vector at the UAV. This complex non-convex problem is reformulated as a Markov Decision Process (MDP) and solved using the Twin Delayed Deep Deterministic Policy Gradient (TD3) algorithm within the deep reinforcement learning (DRL) framework. …”
Get full text

Lightweight opportunistic routing forwarding strategy based on Markov chain by Feng LI, Ya-li SI, Zhen CHEN, Li-min SHEN

“…A lightweight opportunistic routing forwarding strategy (MOR) was proposed based on Markov chain.In the scheme,the execute process of network was divided into a plurality of equal time period,and the random encounter state of node in each time period was represented by activity degree.The state sequence of a plurality of continuous time period constitutes a discrete Markov chain.The activity degree of encounter node was estimated by Markov model to predict its state of future time period,which can enhance the accuracy of activity degree estimation.Then,the method of comprehensive evaluating forwarding utility was designed based on the activity degree of node and the average encounter interval.MOR used the utility of node for making a routing forwarding decision.Each node only maintained a state of last time period and a state transition probability matrix,and a vector recording the average encounter interval of nodes.So,the routing forwarding decision algorithm was simple and efficient,low time and space complexity.Furthermore,the method was proposed to set optimal number of the message copy based on multiple factors,which can effectively balance the utilization of network resources.Results show that compared with existing algorithms,MOR algorithm can effectively increase the delivery ratio and reduce the delivery delay,and lower routing overhead ratio.…”
Get full text

Evaluation of the Changes in the Strength of Clay Reinforced with Basalt Fiber Using Artificial Neural Network Model by Yasemin Aslan Topçuoğlu, Zeynep Bala Duranay, Zülfü Gürocak

“…To validate the prediction capabilities of the ANN, a comparative analysis was performed using linear regression, support vector machines, and Gaussian process regression models. …”
Get full text