Dynamic Black–Litterman Portfolios Incorporating Asymmetric Fractal Uncertainty by Poongjin Cho, Minhyuk Lee

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Dynamic Error Compensation for Ball Screw Feed Drive Systems Based on Prediction Model by Hongda Liu, Yonghao Guo, Jiaming Liu, Wentie Niu

“…Using Latin Hypercube Sampling and numerical simulation, a sample set containing the input and output of one control cycle is obtained, which is used to train a Cascade-Forward Neural Network to predict dynamic errors. Finally, a feedforward compensation strategy based on the prediction model is proposed to improve tracking performance. …”
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Models, systems, networks in economics, technology, nature and society by I.N. Titova, Yu.L. Rastopchina, A.D. Zhukovsky

Spatiotemporal Fusion Algorithm Based on Multikernal Adaptive Network by Qiuhui Wang, Qiong Ran, Ke Zheng, Jiaxin Li

“…The network incorporates our proposed Dynamic Visual Processing Module (DVPM) to achieve adaptive perception and intelligent fusion of multi-scale geophysical features. …”
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Hydrodynamics Model Identification and Model-Based Control Application of a New Type of AUV by Lunyang Lin, Yuxiang Chen, Hong Xiong, Chunliang Yu, Hong Zhu, Yiyang Xing, Guodong Zheng

“…The spatially constrained motion method, combined with neural networks, is utilized to identify all the hydrodynamic coefficients in the standard hydrodynamic equations of the AUV. …”
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Managerial Challenges in Digital Health: Bibliometric and Network Analysis by Quentin Garçon, Benjamin Cabanes, Cédric Denis-Rémis

“…To better understand the dataset, we conducted a performance analysis. Then, we created a co-citation network using BibExcel and analyzed it by clustering the papers using the Louvain algorithm in Gephi. …”
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Research on cryptographic technology of future network information system by Liu Xiaokai, Wang Wendong, Yang Pengfei, Yang Jiangshuai, Meng Xiangbin

“…This paper focuses on the characteristics of future network information system multi-domain integration, ubiquitous perception, intelligence, service customization and endogenous security, conducts security and confidentiality demand analysis and security threat and risk analysis, and designs a technology including cryptographic software and hardware platform technology, cryptography algorithms and protocols, cryptographic applications and security goals, hierarchical cryptographic architecture oriented to the future network information system.…”
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Thermodynamic Entropy in Quantum Statistics for Stock Market Networks by Jianjia Wang, Chenyue Lin, Yilei Wang

“…Using the relevant partition functions, we develop the thermodynamic entropy to explore dynamic network characterisations. We conduct the experiments to apply this novel method to identify the significant variance in network structure during the financial crisis. …”
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Efficient traffic management with adaptive SDN in vehicular networks by Sherine Jenny Rajan, Sugirtham Narayanaswamy, Thiyaneswaran Balashanmugam, Kumarganesh Sengottaiyan, Anthoniraj Selvaraj, Pratham Majumder, Amal Al-Rasheed, Masresha Getahun, Ben Othman Soufiene

“…Improved QoS, better traffic flow management, and scalable solutions for dynamic vehicular networks are some of the main results.…”
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An Economic Model for Creating a Network Enterprise Architecture by A. А. Bryzgalov, Yu. F. Telnov

“…In order to obtain an economic model for creating the architecture of a network enterprise, a method of functional and cost estimation in the process of dynamic changes in the value chain is proposed.Results. …”
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WEB SERVICE OF WORKS PLANNING USING NETWORK GRAPH by Інна Грод, Надія Балик, Ярослав Василенко, Сергій Мартинюк, Василь Олексюк, Ольга Барна

“…A review of previous research in this area has been conducted. The results of the pedagogical experiment and theoretical and methodological bases of construction of network graphs in works planning tasks are analyzed. …”
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Transcriptional regulatory network analysis of microglia in multiple sclerosis by CAI Qiangwei, SUN Feng, WU Wenyu, SHAO Fuming, GAO Zhengliang, JIN Shengkai

“…Single cell regulatory network inference and clustering (SCENIC) method was applied to analyze transcription factor (TF) regulatory networks, aiming to identify key transcription factors potentially involved in MS regulation.Results·After quality control, a total of 149 062 nuclei were retained for analysis. …”
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Social Networks Link Prediction Based on Incremental Learning by Jian SHU, Zhichen CHEN

“…The computed node pair contribution is passed through a sigmoid function to determine the probability of a link forming.Results and Discussions Experiments are conducted to evaluate the prediction performance of IL−SNLP on three real-world social networks with varying sizes and sparsity levels: Super User, Math Overflow, and Ask Ubuntu. …”
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Myelin-induced gain control in nonlinear neural networks by Jérémie Lefebvre, Andrew Clappison, André Longtin, Axel Hutt

“…We present a joint computational and non-linear dynamical method to explain how myelin-induced changes in axonal conduction velocity impact the firing rate statistics and spectral response properties of recurrent neural networks. …”
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Equivalence of Conventional and Modified Network of Generalized Neural Elements by E. V. Konovalov

“…In the second part of the article we prove the equivalence of the dynamics of the two considered neural networks: the network, consisting of classical generalized neural elements, and MGNE-network. …”
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Analysis of Traffic Evolution on Road Networks of a Roundabout by Tolesa Hundesa Muleta, Legesse Lemecha Obsu

“…In this paper, the analyses of traffic evolution on the road network of a roundabout having three entrances and three exiting legs are conducted from macroscopic point of view. …”
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Characterizing Critical Transition State for Network Fundamental Diagram by Rongrong Hong, Chengchuan An, Zhenbo Lu, Jingxin Xia, Qinghui Nie, Wenming Rao

“…Theoretical and experimental investigations have provided insights into the dynamics and characters of traffic flow states. Although many empirical studies had been conducted in the field of MFD, few studies were dedicated to investigate the network traffic flow states with field data. …”
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Information Dissemination Model Based on Social Networks Characteristics by Jianwei Ding, Zehan Li, Xia Wu, Rong Liu, Hangyu Hu

“…Early research primarily focused on the dynamics of information dissemination in complex networks, aiming to develop general predictive models to understand the overall mechanisms of information spread. …”
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Research on the Vibration Characteristics of Air Spring Suspension Seats Considering Friction Damping by Li Hu, Changyin Zhou, Yeqing Wan, Huawei Wang

“…Comprehensive simulation and experimental investigations were conducted on the vertical vibration transmission characteristics of the seat. …”
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Non-invasive bio-electromagnetic monitoring of cerebrovascular function: a novel conductivity reactivity index (CRx) for optimal cerebral perfusion pressure in acute brain injury m... by Jia Xu, Haochen Li, Feng Wang, Lian Yan, Gui Jin, Mingsheng Chen, Gen Li, Mingxin Qin

“…A cerebrovascular function monitoring platform was constructed with this sensor, a vector network analyzer, a LabVIEW software platform, and a physiological signal acquisition device to record the MIPS and arterial blood pressure (ABP). …”
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