Developing tunable machine learning workflow for traffic analysis in SDN by Samaan Sama Salam, Jeiad Hassan Awheed

“…Traffic monitoring is a critical issue in networking in general, especially in SDN due to its layered architecture in which the control plane represents a single point of failure. …”
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Classification of diabetic retinopathy stages based on neural networks by M. M. Lukashevich, Y. I. Golub

“…Analysis of the dataset was performed. Neural network models were trained and results were evaluated with class imbalance taken into account.…”
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Toward a marginal Arctic sea ice cover: changes to freezing, melting and dynamics by R. C. Frew, A. W. Bateson, D. L. Feltham, D. Schröder, D. Schröder

“…We use an atmosphere-forced, physics-rich, sea-ice-mixed layer model based on CICE, that includes a joint prognostic floe size and ice thickness distribution (FSTD) model including brittle fracture and form drag. …”
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The soft liquid metal-based pressure sensor based on resistance-capacitance coupling by Kang Sun, Xinxin Zhang, Shuting Liang, Liangtao Li, Caicai Jiao, Qian Wang, Wuliang Chen, Liang Hu, Yubo Fan

“…Meanwhile the methods of flexible mechanical sensors to improve the sensitivity are mainly micro-structuring of the electrode or dielectric layer, which is a complicated process and less probing of the electrode shape. …”
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Revolution of Plastic Surgery by Innovation in 3D Printing by Aqsa Mir, Yusra Mir

“…3D printing is a manufacturing process that creates three-dimensional objects by layering materials based on a digital model. …”
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INTERACTIONS BETWEEN GABBROID AND GRANITOID MAGMAS DURING FORMATION OF THE PREOBRAZHENSKY INTRUSION, EAST KAZAKHSTAN by S. V. Khromykh, G. N. Burmakina, A. A. Tsygankov, P. D. Kotler, A. G. Vladimirov

“…We propose a magma interaction model describing penetration of the basite magma into the lower horizons of the granitoid source, which ceased below the viscoplastic horizon of granitoids. …”
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Evaluation of Evaporative Degradation of Arc Torch Cathodes in Hydrocarbon-Containing Plasmas for Spraying, Thermal Protection Testing and Related Technologies by A. V. Gorbunov, V. A. Gorbunova, O. G. Devoino, G. Petraconi Filho, A. A. Halinouski

“…This effect is inconsistent with measured cathode composition, which shows a probability of nonequilibrium character of thermal and diffusion processes in near-electrode plasma and surface layer (~1 mm) of the electrode, at least in the modes with arc current in the torch near 300 A. …”
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A convolutional deep reinforcement learning architecture for an emerging stock market analysis by Anita Hadizadeh, Mohammad Jafar Tarokh, Majid Mirzaee Ghazani

“…The model addresses overfitting and data scarcity issues during training by replacing conventional Q-tables with convolutional layers. …”
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The determination methodology for optimal stemming length of deep-hole blasting for hard roof cutting in coal mines by Dongyin LI, Liangkai AO, Shen WANG, Chuanbo HUANG, Hongbin LI

“…Given the lack of theoretical basis for the current coal mine roof blasting borehole sealing length, the borehole sealing parameters in projects involving hard roof cutting in some parts of China were first statistically analyzed, and based on the sealing mechanism of the blasting boreholes and the force characteristics of the clogging material in the process of blasting, it established a mathematical model of deep borehole blasting, and proposed a method of calculating the sealing length based on the constraints of the blasting “no pushing out of borehole blockages”. …”
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Algorithm for Cloud Particle Phase Identification Based on Bayesian Random Forest Method by Fu Tao, Yang Zhipeng, Tao Fa, Hu Shuzhen, Lu Yuxiang, Fu Changqing

“…Through case analysis of the evolution of observed factors such as reflectivity factor, radial velocity, and depolarization ratio, model recognition results show to be consistent with cloud microphysical processes. …”
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Ur-fascism in the cultural situation after postmodern: Ukrainian and Russian context by Yevheniia Bilchenko

“…The moral and ontological lack serves as a bifurcation point in the socio-cultural system, all possible fluctuations may choose as the recipe rescue "new Middle Ages" when the revival take place in the form of renaissance of moral and ideology. This process risks result in the triumph of the so-called "eternal" (primary) fascism (ur-fascism) as archetypal symbolic structures found in the deepest layers of the collective unconscious. …”
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A Sensor Data Prediction and Early-Warning Method for Coal Mining Faces Based on the MTGNN-Bayesian-IF-DBSCAN Algorithm by Mingyang Liu, Xiaodong Wang, Wei Qiao, Hongbo Shang, Zhenguo Yan, Zhixin Qin

“…Through defining the objective function as the F1 score and employing Gaussian process surrogate models, the optimal weight combination (w_if = 0.43, w_dbscan = 0.52) is determined, achieving an F1 score of 1.0. …”
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Development of a Widely Accessible, Advanced Large-Scale Microfluidic Airway-on-Chip by Brady Rae, Gwenda F. Vasse, Jalal Mosayebi, Maarten van den Berge, Simon D. Pouwels, Irene H. Heijink

“…On-chip microfluidics are advanced in vitro models that simulate lung tissue’s native 3D environment more closely than static 2D models to investigate the complex lung architecture and multifactorial processes that lead to pulmonary disease. …”
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The current induced mass transformation of Ag alloy wire bonded led chip by Xiaohong Yuan, Qinlian He, Shanju Zheng, Jiaheng Zhang, Dapeng Yang, Qinsong Bi, Yuxi Luo, Dengquan Chen, Xiaojing Wang

“…Specifically, the cathode IMC layer thickness increased from 2.6 μm to 7.5 μm with an increase rate of 188.46%. …”
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Exploring groundwater resources in southwestern Nigeria: An integrated geophysical approach by I.O. Idowu, A.O. Ojo

“…Thirteen VESs were mapped with 100 m intervals between current electrodes, and the data were processed manually and using WinResist software to generate sounding curves and geo-electric sections that revealed 3 (84.6%) and 4 (15.4%) layers of earth models. …”
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Panique dans le ciel intertextuel by Matthieu Letourneux

“…Launched in 1953, the Bob Morane series inherited narrative models from the colonial adventure novel and its post-war Anglo-Saxon revised composition, drawing extensively on its stereotypes; however, it quickly found itself confronted with the process of decolonization, which in the long run condemned the genre’s conventions on which Henri Vernes based his books. …”
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Soil depth determines the microbial communities in Sorghum bicolor fields within a uniform regional environment by Emily R. Murray, Jeremiah J. Minich, Jocelyn Saxton, Marie de Gracia, Nathaniel Eck, Nicholas Allsing, Justine Kitony, Kavi Patel-Jhawar, Eric E. Allen, Todd P. Michael, Nadia Shakoor

“…Utilizing 16S rRNA gene amplicon sequencing, our analysis reveals significant changes in microbial composition and decreasing diversity at increasing soil depths within S. bicolor fields, regardless of genotype or field, with microbial richness and diversity declining to a minimum at the 60–90 cm layer and increasing beyond the 90 cm depth. Notably, specific microbial families, such as Thermogemmatisporaceae and an unclassified family within the ABS-6 order, were enriched in deeper soil layers beyond 30 cm. …”
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Tracing elevated abundance of CH₂Cl₂ in the subarctic upper troposphere to the Asian Summer Monsoon by M. Jesswein, V. Lauther, N. Emig, P. Hoor, T. Keber, H.-C. Lachnitt, L. Ort, T. Schuck, J. Strobel, R. Van Luijt, C. M. Volk, F. Weyland, A. Engel

“…The deep convection within the ASM is an important transport process for pollutants from the planetary boundary layer up to the tropopause region. …”
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The association between the Glutathione S-transferase polymorphisms and addiction to opioids and methamphetamine in the Iranian population by Mohammad Reza Eskandarion, Mohammad Reza Eskandarion, Simin Jafaripour, Farid Heidari, Elham Talebi, Maryam Rezakhani Taleghani, Neda Maserat, Maryam Forutan, Raheb Ghorbani, Jaber Gharehdaghi, Reza Shirkoohi, Reza Raoofian

“…Considering the oxidative stress induced by morphine and methamphetamine and the potential of GST as a therapeutic option for SUD, we aimed to investigate the association of common genetic variations of two genes from GST family, GSTT1 and GSTM1, with addiction to morphine and METH in Iranian population.Material and methodsA total of 160 blood and urine samples were randomly collected from 50 opiums and 30 methamphetamine users and 80 healthy controls. All samples were processed by thin layer chromatography (TLC), high performance liquid chromatography, and Gas Chromatography-Mass Spectrometry (GC-MS) techniques to detect opium alkaloids (morphine, codeine, papaverine, noscapine, etc.), methamphetamine stimulants, and other legal and illegal drugs. …”
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Description of secondary flow in a subsonic turbine by D.O.C. Sá, L.M.C. Gato

“…These flows arise from the interaction of wall boundary layers when guide vanes or rotor blades deflect the main flow. …”
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