Enhanced SVM-based model for predicting cyberspace vulnerabilities: Analyzing the role of user group dynamics and capital influx. by Yicheng Long

“…It also exhibits lower false positive rates and greater stability in detecting common cyberattacks such as distributed denial of service, phishing, and malware. …”
Get full text

Electrophysical and geoinformational methods of mapping the biological properties of peats by A. D. Pozdnyakova, L. A. Pozdnyakov

“…The combination of GIS technologies and soil electrophysics made it possible to bring together the various aspects of the soil composition and functioning. Consequently, it generates easily readable “image” of soil in a given place and at certain times. …”
Get full text

Comparison of Eddy Current Loss Calculation Techniques for Axial Flux Motors with Printed Circuit Board Windings by Andreas Bauer, Daniel Dieterich, Sven Urschel

“…The current density distribution of planar conductors of air gap windings differs from that in electrical steel sheets. …”
Get full text

Implementation of a wireless sensor network for irrigation management in drip irrigation systems by Mehmet Kamil Meriç

“…The hardware and software designs of the soil moisture monitoring and valve control nodes were created, including the selection of components, specific functionalities of software algorithms, and communication protocols used for data transmission. …”
Get full text

Comparing statistical learning methods for complex trait prediction from gene expression. by Noah Klimkowski Arango, Fabio Morgante

“…We also used functional annotation (i.e., Gene Ontology (GO)) as a source of biological information to inform prediction models. …”
Get full text

Nomadism and sedentarization of Eurasian Steppe Nomads in the second half of XVIII – first half of XIX centuries by E. N. Badmaeva, E. U. Omakaeva

“…The process of nomadism, the selection and distribution of pasture lands, as well as other basic elements of the labor process were determined only by economic expediency. …”
Get full text

Efficiency and Safety of Binocular Cataract Phacoemulsification by D. F. Pokrovsky

“…It has been established that to date in the literature there is a sufficient amount of data indicating the positive aspects of ISBCS, associated with faster rehabilitation, better functional results, as well as time, financial, and economic aspects. …”
Get full text

Adaptive variation regulates the expression of the human SGK1 gene in response to stress. by Francesca Luca, Sonal Kashyap, Catherine Southard, Min Zou, David Witonsky, Anna Di Rienzo, Suzanne D Conzen

“…Because environmental stress varies across habitats, we hypothesized that natural selection shaped the geographic distribution of genetic variants regulating the level of SGK1 expression following GR activation. …”
Get full text

Energy fluctuations and transitions in non-equilibrium inter-particle collisions by Tongli Wei, Xiansheng Cao, Yaojin Li, Chenglong Jia

Get full text

Integrated bulk and single cell sequencing with experimental validation identifies type 2 diabetes biomarkers by Yan Cao, Liqi Chen, Yurui Zhuang, Yuzhe Shi, Haoru Dong, Ziyi Guo, Jinwei Li

“…Then, 112 DEGs were used for functional enrichment and Gene Set Enrichment Analyses (GSEA). …”
Get full text

Transition metal abundance as a key parameter for the search of Life in the Universe by Giovanni Covone, Donato Giovannelli

“…The availability of these transition metals is not uniform in the Universe, and it is a function of the distribution (in time and space) of complex dynamics. …”
Get full text

Modeling of the roughness effect in normal contact of deformable solids by Irina G. Goryacheva, Anastasiya A. Yakovenko

“…In turn, the additional compliance function influences the distribution of nominal pressures, as well as the size of the nominal contact area. …”
Get full text

On the approximation of sum of lognormal for correlated variates and implementation. by Asyraf Nadia Mohd Yunus, Nora Muda, Abdul Rahman Othman, Sonia Aïssa

“…We validated these results using real-world datasets from engineering (fatigue life of ball bearings) and finance (stock price correlations), confirming the Wilkinson approximation's superior performance through probability density function comparisons. This research provides practical guidance for selecting appropriate approximation methods when modeling correlated lognormal sums in diverse applications.…”
Get full text

Preclinical Animal Models to Investigate the Role of Na_v1.7 Ion Channels in Pain by Alvaro Yogi, Umberto Banderali, Maria J. Moreno, Marzia Martina

“…This is highlighted by demonstrations that gain-of-function mutations in the Na_v1.7 gene SCN9A result in various pain pathologies, whereas loss-of-function mutations cause complete insensitivity to pain. …”
Get full text

Life Cycle Risk Assessment of Urban Rail Equipment Based on Reliability Analysis by WANG Junzhe, ZHU Lin, LIU Zhigang, TAO Yijun, HUANG Yuanchun

“…［Result & Conclusion］ Taking the vehicle bogie wheelset axle box assembly as a case study, according to the vehicle specialized maintenance content and cycle requirements, the daily operation stages are categorized into four periods: stable operation, early failure, late failure, and replacement; the failure interval time is tested for fitting, and the three-parameter Weibull distribution is selected to represent its reliability characteristic function; each phase is mapped and assigned values through the reliability characteristic function. …”
Get full text

Application of Hilbert Huang Transform Method Based on CEEMD in Forest Boundary Layer Turbulence by Yanqi WANG, Yu ZHANG, Youqi SU, Qian ZHANG, min YE

“…To address the modal aliasing phenomenon in traditional Empirical Mode Decomposition （EMD） algorithms， the Complementary Ensemble Empirical Mode Decomposition （CEEMD） and Mirror Extension algorithm were introduced to improve the shortcomings in EMD algorithm decomposition.This article selects case data from turbulence observations in the artificial forest area of Mount Si'e.Firstly， the differences between the two methods are compared and analyzed to clarify the advantages of the CEEMD algorithm； Then， case data of stable and unstable layers at different heights were selected， and the Hilbert Huang transformation method was applied to analyze the turbulent characteristics of the wind speed U and temperature T series under this case， exploring the application of the Hilbert Huang transformation method.The results indicate that the algorithm decomposition of CEEMD is more detailed， the mode aliasing defect of the modal function is better suppressed， the modal energy distribution is more focused， the Hilbert marginal spectrum has more energy spikes， and the energy distribution is clearer.Different modal functions have their own characteristic frequencies， and the decomposed modal functions contain motion of different scales， including turbulent motion in the inertial sub region with a slope of -2/3， and low-frequency large-scale modes corresponding to the energy containing region.The marginal spectral energy peaks obtained from CEEMD decomposition well reflect the energy containing characteristics of each modal function.Individual case analysis shows that the CEEMD algorithm can act as a typical binary filter.After CEEMD decomposition， there are gust fluctuations of about 3~6 minutes in the various modal functions of the U-wind in the turbulence signal of this case.The turbulence characteristics vary at different heights and stable layers.The Hilbert marginal spectral amplitude is higher in the unstable layer at noon compared to the stable layer at night， and the three-dimensional wind speed is better mixed at various heights.Moreover， due to the effect of the canopy， there is a crushing effect on large-scale turbulent vortices at lower altitudes， and the marginal spectrum exhibits low frequency small and high frequency large characteristics compared to other altitudes.In this case， the temperature T is different from the three-dimensional wind speed performance： turbulent vortices at different altitudes are better mixed under stable layer structures， while under unstable layer structures， the marginal spectrum amplitude at lower altitudes is higher due to differences in thermal absorption at different altitudes， and decreases with increasing altitude.Overall， this comparative analysis highlights the superior capabilities of the CEEMD algorithm in handling complex turbulence data， ensuring a more precise and insightful examination of atmospheric phenomena.…”
Get full text

Estimation of Current RMS for DC Link Capacitor of S-PMSM Drive System by ZHANG Zhigang, CHANG Jiamian, ZHANG Pengcheng

“…This involves taking five sampling points distributed at equidistant interval, and integrating the derived function for an approximation solution. …”
Get full text

Introducing the dataset for measuring centrality for sustainability—A case study of Pecinci municipality, SerbiaMendeley DataMendeley Data by Tatjana Mrđenović

“…The current theories and practices of planning central activities in Serbia primarily rely on functional factors of network flow. However, this approach aims to enhance the current practice of data utilisation for the sustainable development of central activities and integrative central places. …”
Get full text

Clustering routing protocol based on improved PSO algorithm in WSN by Xiaonian WU, Chuyun ZHANG, Runlian ZHANG, Yaping SUN

“…Aiming at the problem that the location distribution of cluster head nodes filtered by wireless sensor network clustering routing protocol was unbalanced and the data transmission path of forwarding nodes was unreasonable,which would increase the energy consumption of nodes and shorten the network life cycle,a clustering routing protocol based on improved particle swarm optimization algorithm was proposed.In the process of cluster head election,a new fitness function was established by defining the energy factor and position equalization factor of the node,the better candidate cluster head node was evaluated and selected,the position update speed of the candidate cluster head nodes was adjusted by the optimized update learning factor,the local search and speeded up the convergence of the global search was expanded.According to the distance between the forwarding node and the base station,the single-hop or multi-hop transmission mode was adopted,and a multi-hop method was designed based on the minimum spanning tree to select an optimal multi-hop path for the data transmission of the forwarding node.Simulation results show that the clustering routing protocol based on improved particle swarm optimization algorithm can elect cluster head nodes and forwarding nodes with more balanced energy and location,which shortened the communication distance of the network.The energy consumption of nodes is lower and more balanced,effectively extending the network life cycle.…”
Get full text

METAB‐HTX: prospective, longitudinal cohort study evaluating cardiac and systemic metabolism after heart transplantation by Amin Polzin, Daniel Scheiber, Fabian Voss, Jean Haurand, Elric Zweck, Daniel Oehler, Oliver Maier, Mareike Cramer, Maximilian Spieker, Constanze Moos, Ursala Tokhi, David Naguib, Philipp Mourikis, Marcel Benkhoff, Robert Wagner, Michael Roden, Heinz‐Peter Schultheiss, Sascha Dietrich, Hug Aubin, Udo Boeken, Artur Lichtenberg, Malte Kelm

“…Metabolic alterations will be investigated by (i) glucometabolic phenotyping including serial oral glucose tolerance tests, homeostasis model assessment, T2D endotyping, and muscle biopsies in selected cases; (ii) lipid disorders will be evaluated by classical lipid measurements in combination with evaluation of HDL function, plasma membrane lipid composition, fluidity analyses of circulating cells and MRI/MRS for adipose tissue distribution, and ectopic fat analysis. …”
Get full text