Correlation learning based multi-task model and its application by XU Wei, LUO Jianping, LI Xia, CAO Wenming

“…According to different parameter-based sharing mechanisms, the LeNet and radial basis function (RBF) multi-task learning models with correlation layers are constructed. …”
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Calculation of Derivatives in the Lp Spaces where 1 ≤ p ≤ ∞ by Anatoly Nikolaevich Morozov

“…It is well known in functional analysis that construction of \(k\)-order derivative in Sobolev space \(W_p^k\) can be performed by spreading the \(k\)-multiple differentiation operator from the space \(C^k.\) At the same time there is a definition of \((k,p)\)-differentiability of a function at an individual point based on the corresponding order of infinitesimal difference between the function and the approximating algebraic polynomial \(k\)-th degree in the neighborhood of this point on the norm of the space \(L_p\). …”
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On the importance of adopting a multi-centrality approach to detecting the vital nodes of urban road networks by Zahra Khoshouei Esfahani, Meisam Akbarzadeh, Francesco Corman

“…In this study, we calculated various centrality measures for six existing urban road networks and evaluated their importance to the connectivity and functionality of the networks via a percolation method. …”
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Probabilistic Infrastructure Failure Cost Analysis Integrating with Equity Cost Using the Reliability Analysis by Yasaman Norouzi, Seyed Hooman Ghasemi, Mohammad Jalayer

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The Investigation of Nonlinear Polynomial Control Systems by Sergei Nikolaevich Chukanov, Ilya Stanislavovich Chukanov

“…The paper considers methods for estimating stability using Lyapunov functions, which are used for nonlinear polynomial control systems. …”
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MOMFNet: A Deep Learning Approach for InSAR Phase Filtering Based on Multi-Objective Multi-Kernel Feature Extraction by Xuedong Zhang, Cheng Peng, Ziqi Li, Yaqi Zhang, Yongxuan Liu, Yong Wang

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Enhancement of Cement-Based Materials: Mechanisms, Impacts, and Applications of Carbon Nanotubes in Microstructural Modification by Erdong Guo, Wenhao Zhang, Jinxing Lai, Haoran Hu, Fangchen Xue, Xulin Su

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Typifying rural landscapes of the suburban district of Odesa by Valentyna Oliinyk

“…As a result of the study, the types of rural landscapes of the suburbs of Odesa were determined: disturbed landscapes (geographically these landscapes are located in close proximity to the city border and are characterized by active construction, including elite cottage buildings, a large percentage of pendulum migrations, industrial and infrastructural functions and a small number of recreational facilities); degraded (neglected landscapes-characterized by eroded soils, with low yields. …”
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Healthy body as a normative model in the perceptions of student youth by N. L. Antonova, S. B. Abramova, V. R. Lopatina

“…The relevance of the study is due to the need to analyse the ideas of normative body image in the minds of students in the context of current social changes, including those related to the consequences of the Coronavirus pandemic, as well as updating ideas about the properties and characteristics of the body, its ability to function effectively in modern conditions.Aim. The article aimed to analyse students’ ideas about the normative body and to determine its model that is relevant in modern reality.Methodology and research methods. …”
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Classical Gasses with Singular Densities by Luca Di Persio, Yuri Kondratiev, Viktorya Vardanyan

“…Furthermore, we extend previous results in the study of correlation functions by developing correlation measures tailored for these vector-valued Radon measures. …”
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從工具示能性與關係行動主體之觀點 探討偏鄉教育系統賦能策略之研究 Investigating the Construction of Empowerment Action Models in Remote Educational Systems Through the Lenses of Tool Affordance and Relational Age... by 陳佩英 Peiying Chen, 洪琴雯 Chin-Wen Hung

“…However, users’ behaviors can also exceed the original intentions of tool designers; that is, the flexible use of tools depends on users’ cognition of tool properties, the use of the tool’s own prompts, and the judgment of problems or environments to modify the use or function of the tool to achieve goals (Hammond, 2010). …”
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The First K⁺-Channel Blocker Described from <i>Tityus fasciolatus</i> Venom: The Purification, Molecular Cloning, and Functional Characterization of α-KTx4.9 (Tf5) by Isolda de Sousa Monteiro, Israel Flor Silva de Araújo, Thalita Soares Camargos, Ernesto Ortiz, Adolfo Carlos Barros de Souza, Jonathan Dias Lima, Lourival D. Possani, Elisabeth Ferroni Schwartz, Diogo Vieira Tibery

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Transplantation of miR-216a-5p-overexpressing mesenchymal stem cells encapsulated in a thermosensitive hydrogel promotes functional recovery in a rat model of spinal cord injury by Zhi Dou, Liangliang He, Jianning Yue, Wenxing Zhao, Hongyan Wang, Jie Lu, Chao Wang, Liqiang Yang

“…Functional recovery was assessed using the Basso, Beattie, and Bresnahan (BBB) locomotor scale, mechanical withdrawal threshold (MWT), and thermal withdrawal latency (TWL). …”
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Facile Fabrication of Polydopamine-Functionalized Titanium Dioxide Nano/Submicro-Particles on the NiTi Substrate for Highly Efficient Solid-Phase Microextraction of Benzotriazole U... by Huiju Wang, Shoujia Wang, Kang Li, Yulong Ma, Tianhong Zhou

“…A new polydopamine-functionalized titanium dioxide nano/submicro-particles (PDA@TiO2NPs) coating was successfully constructed on the surface of NiTi substrate as a solid-phase microextraction (SPME) fiber. …”
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Fractional power series neural network for solving delay fractional optimal control problems by Farzaneh Kheyrinataj, Alireza Nazemi

“…To do this, we use trial solutions for the states, Lagrange multipliers and control functions where these trial solutions are constructed by fractional power series neural network model. …”
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Adaptive damage analysis method for ultimate bearing capacity of steel truss structures with box section by JingJing Han, WeiWei Xie, Wei Zhang, LuFeng Yang

“…A homogeneous generalized yield function (HGYF) for box-section components was constructed to establish adaptive damage factors and the criterion under multi-force combinations. …”
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Fractals in $$S_b$$ S b -metric spaces by Fahim Ud Din, Sheeza Nawaz, Adil Jhangeer, Fairouz Tchier

“…We provide illustrative examples to bolster the findings established in this work and use the functions given in the example to construct fractals and discuss the convergence of the obtained fractals via iterated function system to an attractor. …”
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DEEP STRUCTURE OF THE SIBERIAN PLATFORM – CENTRAL ASIAN MOBILE BELT TRANSITION ZONE FROM TELESEISMIC DATA by V. V. Mordvinova, M. M. Kobelev, A. V. Treussov, M. A. Khritova, D. S. Trynkova, E. A. Kobeleva, O. F. Lukhneva

“…Deep velocity sections of the transition zone from the Siberian platform to the Central Asian mobile belt are constructed by teleseismic tomography and P-receiver function techniques. …”
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Fine-grained image classification using the MogaNet network and a multi-level gating mechanism by Dahai Li, Su Chen

“…A feature extraction network based on MogaNet is constructed, and multi-scale feature fusion is combined to fully mine image information. …”
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A Hybrid Harmonic Curve Model for Multi-Streamer Hydrophone Positioning in Seismic Exploration by Kaiwei Sang, Cuilin Kuang, Lingsheng Lv, Heng Liu, Haonan Zhang, Yijun Yang, Baocai Yang

“…Firstly, the mathematical model for the hybrid harmonic function is constructed. Then, the algorithmic implementation of the model is detailed, along with the derivation of the error equation and the multi-sensor fusion solution process. …”
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