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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Biochar-based contaminant removal: A tutorial on analytical quality assurance and best practices in batch sorption by Tellulah A. Fernando, Dinushi N. Fernando, Sameera R. Gunatilake, Chanaka Navarathna, Xuefeng Zhang

“…A comprehensive batch sorption study involves optimizing sorption parameters and conducting kinetic studies, isotherm fitting, regeneration studies, competitive sorption experiments, and evaluating remediation in a real water matrix. …”
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Virtual Instrument for a Multi-illumination Dome System by M. A. Khanesar, H. Corcoran, L. MacDonald, V. Pawar, S. Robson, S. Piano

“…The parameters are adjusted to match the real camera and light sources. …”
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Tuberculosis detection using few shot learning by Kamran Riasat, Akhtar Jamil, Shaha Al-Otaibi, Sania Zeb, Saima Riasat, Shamsa Kanwal

“…Abstract Tuberculosis (TB), a contagious disease, significantly affects lungs functioning. Amongst multiple detection methodologies, Chest X-ray analysis is considered the most effective methodology. …”
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The Interaction of a Supernova Remnant with Background Interstellar Turbulence by Giuseppe Prete, Silvia Perri, Claudio Meringolo, Leonardo Primavera, Sergio Servidio

“…We perform a parametric study varying the level of density and magnetic field fluctuations in the ISM, with the aim of understanding the best parameter values able to reproduce real observations. …”
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The Type I Generalized Half-Logistic Distribution Based on Upper Record Values by Devendra Kumar, Neetu Jain, Shivani Gupta

“…At last, we present one real case data study to emphasize the results of this paper.…”
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Advances in Wearable Biosensors for Healthcare: Current Trends, Applications, and Future Perspectives by Dang-Khoa Vo, Kieu The Loan Trinh

“…These sensors, which are frequently integrated into clothes and accessories or directly applied to the skin, provide continuous, real-time monitoring of physiological and biochemical parameters such as heart rate, glucose levels, and hydration status. …”
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Design of Robust Systems for Stabilization of Unmanned Aerial Vehicle Equipment by Olha Sushchenko, Andriy Goncharenko

“…The matrix weighting transfer functions ensuring design of the system with the desired amplitude-frequency characteristics of the system are chosen. …”
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Approximate Solution of Fuzzy Caputo's-Katugampola differential equation with order  0 by Ali Hadi Gabber

“… In this paper that some of fuzzy second order Caputo's- Katugampola fractional which included also the first order Caputo's- Katugmpola fractional have been presented with analytic interesting result to explain the solution in fuzzy real numbers and distinguish space included the type of functions which suitable to the problem formulations which are under studied. all the fuzzy results are supported the numerical solutions that which used later on.  …”
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Enhancing Random Regret Minimization With Perception and Demographic Heterogeneity Insights: A Taxi-Hailing Case Study in Chengdu, China by Zongting Hou, Fei Yang, Sha Zhang

“…Due to the lack of consideration of heterogeneity in the traditional choice model based on regret theory, there may be errors in interpreting the real choice behavior. Traditional regret functions do not account for the perception of different alternatives and individual socioeconomic characteristics. …”
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Positive solutions for n-dimensional fourth-order systems under a parametric condition by Pablo Alvarez-Caudevilla, Cristina Brandle, Devashish Sonowal

“…We establish the existence of positive solutions for a system of coupled fourth-order partial differential equations on a bounded domain $\Omega \subset \mathbb{R}^n$, $$\displaylines{ \Delta^2u_1 +\beta_1 \Delta u_1-\alpha_1 u_1=f_1({ x},u_1,u_2),\cr \Delta^2 u_2+\beta_2\Delta u_2-\alpha_2 u_2=f_2({ x},u_1,u_2), }$$ for $x\in\Omega$, subject to homogeneous Navier boundary conditions, where the functions $f_1,f_2 : \Omega\times [0,\infty)\times [0,\infty) \to [0,\infty)$ are continuous, and $\alpha_1,\alpha_2,\beta_1$ and $\beta_2$ are real parameters satisfying certain constraints related to the eigenvalues of the associated Laplace operator.…”
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A Novel Alpha-Power X Family: A Flexible Framework for Distribution Generation with Focus on the Half-Logistic Model by A. A. Bhat , Aadil Ahmad Mir , S. P. Ahmad , Badr S. Alnssyan , Abdelaziz Alsubie , Yashpal Singh Raghav

“…Graphical tools such as fitted density curves, Q–Q and P–P plots, survival functions and box plots further support the suitability of the model for real-world data analysis.…”
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Approximation of Interactive Betweenness Centrality in Large Complex Networks by Sebastian Wandelt, Xing Shi, Xiaoqian Sun

“…The analysis of real-world systems through the lens of complex networks often requires a node importance function. …”
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Background for modeling the dynamic characteristics of advanced spacecraft drives considering the operation of oscillators by A. N. Sova, M. I. Stepanov, V. A. Sova, A. I. Bykov

“…Mathematical modeling methods, techniques of machine mechanics and dynamics are applied. Basic parameters of the proposed design dynamics, which are governing parameters in terms of the implementation of the target functions of the spacecraft, are calculated. …”
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Spatiotemporal Patterns and Regional Transport Contributions of Air Pollutants in Wuxi City by Mao Mao, Xiaowei Wu, Yahui Zhang

“…In recent years, with the rapid socioeconomic development of Wuxi City, the frequent occurrence of severe air pollution events has attracted widespread attention from both the local government and the public. Based on the real-time monitoring data of criteria pollutants and GDAS (Global Data Assimilation System) reanalysis data, the spatiotemporal variation patterns, meteorological influences, and potential sources of major air pollutants in Wuxi across different seasons during 2019 (pre-COVID-19) and 2023 (post-COVID-19 restrictions) are investigated using the Pearson correlation coefficient, potential source contribution function (PSCF), and concentration-weighted trajectory (CWT) models. …”
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Optimizing FACTS Device Placement Using the Fata Morgana Algorithm: A Cost and Power Loss Minimization Approach in Uncertain Load Scenario-Based Systems by Mohammad Aljaidi, Pradeep Jangir, Sunilkumar P. Agrawal, Sundaram B. Pandya, Anil Parmar, Ali Fayez Alkoradees, Arpita, Aseel Smerat

“…Flexible Alternating Current Transmission Systems (FACTS) devices are used to control transmission line parameters to increase power transfer and stability. …”
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Uncertainty Quantification of First Fix in a Time-Differenced Carrier Phase Observation Model by Hakim Cherfi, Julien Lesouple, Joan Solà, Paul Thevenon

“…The findings contribute to highlighting the order of magnitude of errors on solutions as a function of the error on parameters.…”
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Neural Network Adaptive Sliding Mode Control for Longitudinal Attitude of Fixed-Wing UAVs by Ma Yuexuan, Lu Yu, Zhu Weiyu

“…Aiming at the problems such as model uncertainty and external interference existing in the longitudinal attitude control of fixed-wing UAVs, this paper proposes an adaptive sliding mode control method based on the radial basis function neural network (RBFNN). The method utilizes RBF to approximate the unmodeled dynamics in the system, and adjusts the weights of the neural network in real time through the designed adaptive law, to achieve effective compensation for model errors and external interference. …”
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Statistical mechanics of dynamical system identification by Andrei A. Klishin, Joseph Bakarji, J. Nathan Kutz, Krithika Manohar

“…To establish this analogy, we define the hyperparameter optimization procedure as a two-level Bayesian inference problem that separates variable selection from coefficient inference and enables the computation of the posterior parameter distribution in closed form. Our approach provides uncertainty quantification, crucial in the low-data limit that is frequently encountered in real-world applications. …”
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Comparative Study of Modern Differential Evolution Algorithms: Perspectives on Mechanisms and Performance by Janez Brest, Mirjam Sepesy Maučec

“…Experimental results of algorithms were obtained on problems defined for the CEC’24 Special Session and Competition on Single Objective Real Parameter Numerical Optimization. Problem dimensions of 10, 30, 50, and 100 were analyzed. …”
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