Forecasting Alisadr Cave Tourism Demand using Combination of Short-term and Long-term Forecasts by Elaheh Malekzadeh Hamedani, Marjan Kaedi, Zahra Zojaji

“…The evaluation results show that in most cases, the proposed combined method can predict the tourism demand with higher accuracy than the monthly and seasonal methods based on neural networks and random forest models. The predictive models obtained from this study can enhance customer service and improve the interaction between users and tourist ticketing web applications and online reservation programs. …”
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Controllability design of a memristive hyperchaotic map and the construction of optical fiber secure communication system by LI Chunbiao, LI Yongxin, ZHONG Qing, YANG Yong, AKGUL Akif

“…Based on the RISC-V microcontroller of CH32V307, the proposed controllable hyperchaotic map was realized, and National Institute of Standards and Technology (NIST) testing proves the pseudo-random feature of hyperchaotic sequences. Based on the above hyperchaotic map, a physical layer scheme of orthogonal chirp division multiplexing-non-orthogonal multiple access (OCDM-NOMA) with encryption was constructed. …”
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Advancing buffet onset prediction: a deep learning approach with enhanced interpretability for aerodynamic engineering by Jing Wang, Wei Liu, Hairun Xie, Miao Zhang

“…After that, employing explainable machine learning techniques, including Gradient-weighted Class Activation Mapping (Grad-CAM), random forest algorithms, and statistical analysis, the research investigates the correlations between supervised CNN features and key physical characteristics related with the separation region, shock wave, leading edge suction peak, and post-shock loading. …”
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An Efficient and Lightweight Source Privacy Protecting Scheme for Sensor Networks Using Group Knowledge by Zhiqiang Ruan, Wei Liang, Decai Sun, Haibo Luo, Fanyong Cheng

“…On the other hand, existing works use either random walk path or fake packets injection, both incurring tremendous overhead. …”
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Extracting rates and activation free energies of martensitic transitions using nanomechanical force statistics: theory, models, and analysis by Arijit Maitra, M. P. Gururajan

“…Abstract Nanomechanical responses (force-time profiles) of crystal lattices under deformation exhibit random critical jumps, reflecting the underlying structural transition processes. …”
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Intelligent phase imaging guided by physics models by Zhen LIU, Hao ZHU, You ZHOU, Zhan MA, Xun CAO

“…Implicit neural representation characterizes the mapping between the signal’s coordinate to its attributes, and has been widely used in the optimization of inverse problems by embedding the physics process into the loss function.However, the implicit neural representation is suffering the low convergence speed and accuracy from the random initialization of the network parameters.The meta-learning algorithm for providing implicit neural representation with a strong prior of network parameters was proposed, thus enhancing the optimization efficiency and accuracy for solving inverse problems.To address the important issue of lens less phase imaging, an intelligent method on phase imaging was proposed based on the snapshot lens less sensing model.By embedding the optical diffraction propagation theory into the design of loss function for implicit neural representation, the dependency of large-scale labelled dataset in traditional deep learning-based methods was eliminated and accurate phase image from a single diffraction measurement image was provided.Furthermore, the meta-learning model was introduced for initializing network to further improve the efficiency and accuracy of network training.Numerical simulation results show that the proposed method can achieve a PSNR improvement of more than 11 dB compared to the conventional method.The experimental results in real data show that the phase image reconstructed by the proposed method is clearer and has fewer artifacts.…”
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OPTIMIZATION OF CONFIGURATION OF INDUSTRIAL ETHERNET NETWORKS DURING DESIGN OF THE AUTOMATED PRODUCTION MANAGEMENT SYSTEM by V. A. Kholopov, E. N. Kashirskaya, M. V. Gusev

“…Boltzmann scheme annealing method is used as an optimization method that regulates a random search for a global minimum of the objective function. …”
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Methodological approach to establishing incentives and readiness for labor migration of the digital generation – youth students by S. N. Apenko, A. V. Lukash

“…The approach allows, firstly, to establish educational strategies of student youth: career-oriented (I); status-oriented (II); psychological comfort and creativity (III); forced learning (IV); random choice (V). Secondly, to determine correlations between educational strategies and labor practices of young people. …”
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Analysis of the Attractiveness of Tourism Destinations in Tehran by seyed komeil salehi, Habibeh Nabizadeh, amineh anjem shoa

“…The statistical population comprises tourism experts and specialists, and through the application of Cochran's formula and simple random sampling, a sample of 210 tourism experts was selected. …”
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Fragility analysis of concrete elevated water tanks under seismic loads by Amar Aliche, Hocine Hammoum, Karima Bouzelha, Younes Aoues, Ouali Amiri, Youcef Mehani

“…Firstly, the hydraulic charge in the tank container which is a function of time, and secondly, the hazard seismic loading through the Peak Ground Acceleration is considered as a random variable. Fragility curves depending on seismic zones and soil types are obtained by using the probabilistic approach, where they demonstrate the dominant failure modes that can cause the structural failure with respect to different seismic levels, soil types and water height level in the tank container…”
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Sparse Representation Based Range-Doppler Processing for Integrated OFDM Radar-Communication Networks by Bo Kong, Yuhao Wang, Henry Leung, Xiaohua Deng, Huilin Zhou, Fuhui Zhou

“…In this paper, a multiuser access scheme with random subcarrier allocation mechanism is proposed for orthogonal frequency division multiplexing (OFDM) based integrated radar-communication networks. …”
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Numerical Simulation of Multiplicity and Stability of Mixed Convection in Rotating Curved Ducts by Liqiu Wang, Tianliang Yang

“…Dynamic responses of the multiple solutions to finite random disturbances are examined by the direct transient computation. …”
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Optimization of cold chain logistics distribution path considering traffic condition and replenishment along the way. by Wu Kai, Lu Zhijiang, Bai E

“…Moreover, under the simulated random traffic congestion conditions, this model able to demonstrate relatively stable planning results and address complex road traffic situations. …”
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Controllability and Optimization of Complex Networks Based on Bridges by Lifu Wang, Guotao Zhao, Zhi Kong, Yunkang Zhao

“…Various strategies, including random deletion of edges, deletion based on betweenness centrality, and deletion based on degree of source or target nodes, are used to compare with the effect of removing bridges. …”
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Evaluating the Reality of Management Information Systems in Service Organizations and Their Role in the Service Design Decision to Achieve Sustainable Competitive Advantage: an Ana... by Ikhlas Satar Oglah, Reem Abdulkareem Jayan

“…The form was responded to by 100 employees out of 120 random employees who were invited to participate. …”
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Analysis and forecasting of the dynamics of the gross domestic product per capita by purchasing power parity in Russia by M. O. Govallo, D. D. Lobanova, L. A. Davletshina

“…The article also mentions the influence of a random component caused by unpredictable factors on the final results. …”
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STUDY ON THE EFFECT OF VELOCITY ON THE FATIGUE LIFE OF WHEELS RIM CONTAINING INCLUSIONS by LI YaJie, CHEN HuanGuo, CAI Li, ZHANG PengPai, CHEN WenHua, ZHANG GuanZhen, REN XueChong

“…In order to estimate the fatigue life of the train wheel rim with inclusions at different speeds, the vehicle dynamics model and the wheel axle with inclusions finite element model of EMUs CRH5 were established. Then obtain the random load time history of the wheel and the stress time history of the dangerous parts at different speeds. …”
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Dating Violence: An Overview of Help-Seeking Behavior, Trust in Authority, and Peer Support by Fathul Lubabin Nuqul, Iin Tri Rahayu

“…It involves a correlational quantitative method with 225 students taken based on purposive random sampling. This study also uses a scale of conflict in dating, friend support, choice of support, and trust in authority. …”
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The exercise of empathetic leadership at universities by Marcellus Forh Mbah, Sara Zara Milani, Iryna Kushnir

“…Grounded in the theoretical frameworks of universality and the ecological university, the qualitative study employed a thematic analysis of statements from a random selection of university leaders responding to the Ukraine–Russia war. …”
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RIM-MAC:a receiver initiated multi-session MAC protocol for underwater acoustic networks by Chao LI, Yong-jun XU, Bo-yu DIAO, Feng WANG, Qi WANG

“…Acoustic waves are major means of communication in underwater networks.Unfortunately,acoustic waves incur long propagation delays and limited bandwidth that must be taken into account in the MAC design to achieve a high throughput.A multi-session random access MAC protocol for underwater acoustic networks based on receiver reservation named RIM-MAC is proposed.It is a handshaking based protocol that addresses the channel’s long propagation delay characteristic by utilizing receiver-initiated reservations reducing the number of handshaking processes,as well as by passively-acquired local information (i.e.…”
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