A robust encrypted traffic identification scheme based on graph neural network by LI Mengxiang, PENG Chuang, WANG Hao, HUANG Chaoming, TAN Xiaobin

“…The current methods for identifying network traffic are generally designed and tested for specific network environments or datasets, making it difficult to generalize and apply to complex and ever-changing actual network environments. …”
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Analyzing Racial Differences in Imaging Joint Replacement Registries Using Generative Artificial Intelligence: Advancing Orthopaedic Data Equity by Bardia Khosravi, MD, MPH, MHPE, Pouria Rouzrokh, MD, MPH, MHPE, Bradley J. Erickson, MD, PhD, Hillary W. Garner, MD, Doris E. Wenger, MD, Michael J. Taunton, MD, Cody C. Wyles, MD

“…By visualizing race-based differences, this method aids in identifying bias in downstream tasks, fostering the development of fairer healthcare practices.…”
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Co-designing a blueprint for spreading person-centered, Whole Health care to HIV specialty care settings: a mixed methods protocol by Sonia Rupcic, Ming Z. Tam, Kathryn L. DeLaughter, Allen L. Gifford, Anna M. Barker, Barbara G. Bokhour, Chris Xu, Eileen Dryden, Ekaterina Anderson, Guneet K. Jasuja, Jacqueline Boudreau, Jamie H. Douglas, Justeen Hyde, Reagan Mozer, Steven B. Zeliadt, Gemmae M. Fix

“…This sort of system-wide cultural transformation is difficult to implement. Methods This three-aim mixed methods study will result in a co-designed implementation blueprint for spreading WH from primary to specialty care settings. …”
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Analysis of the evolution and influencing factors of ecological environment quality after the transformation of resource-exhausted cities based on GEE and RSEI: a case study of Xuz... by Kai Jiao, Xinqin Yong, Shenghong Mao, Kaiyi Chen

“…This study analyzed the spatiotemporal features and drivers of ecological environment quality after Xuzhou’s transformation using landscape pattern index, spatial autocorrelation, and geographic detector methods. …”
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AN EXAMINATION OF CONJUGATIONAL SUFFIXES OF PASSIVE CONSTRUCTIONS IN FULFULDE by YAHAYA MOHAMMED AHMED

“…The data for the study are gathered through the ethnographic method where unstructured interviews and observations were used. …”
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An Evaluation of Pass/Fail Decisions through Norm- and Criterion-Referenced Assessments by Selahattin Gelbal, Ismail Cuhadar

“…Two more decisions were made on the classification of students into pass/fail group by comparing the raw scores and the cut scores from two standard-setting methods. The proportions of students in pass/fail categories were found to be statistically different across each pair of four decisions from norm- and criterion-referenced assessments. …”
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Analysis of Tolerance to Heavy Metal Ions and Their Oxides on Endogenous Short-Range Denitrification Systems Domesticated by Different Valence Iron by JIN Baodan, YAN Yeyu, BAI Zhixuan, LIU Ye, WANG Baogui, DU Jingjing, PANG Long, JI Jiantao, Ma Chuang

“…The research tried to domesticate the EPD system using various valence states of iron, namely nanoscale zero-valent iron (nZVI), ferrous ions (Fe²⁺), and ferric ions (Fe³⁺), and evaluated its response to different heavy metal ions and their nano-oxides, including CuSO₄, ZnSO₄, nano-CuO, and nano-ZnO.MethodsThe study utilized a 10-liter sequencing batch reactor (SBR) to construct the EPD system, with four distinct setups: a control system (S1), and systems supplemented with nZVI (S2), Fe²⁺ (S3), and Fe³⁺ (S4). …”
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Solving American Option Pricing Models by the Front Fixing Method: Numerical Analysis and Computing by R. Company, V. N. Egorova, L. Jódar

“…This paper presents an explicit finite-difference method for nonlinear partial differential equation appearing as a transformed Black-Scholes equation for American put option under logarithmic front fixing transformation. …”
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Studying the Effect of Stray Capacitance on the Measurement Accuracy of the CVT Based on the Boundary Element Method by Chuan Xiang, Xinwei Chen, Hongge Zhao, Zejun Ren, Guoqing Zhao

“…The capacitive voltage transformer (CVT) is a special measuring and protecting device, which is commonly applied in high-voltage power systems. …”
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A method for English paragraph grammar correction based on differential fusion of syntactic features. by Weiling Liu, Caijun Zhao, Yongyi Li, Chenglong Cai, Hong Liu, Ruilin Qiu, Ruoci Su, Bingbing Li

“…Firstly, the sentence vector representation is constructed by BERT, and then the syntactic structure is extracted by dependency parsing. Then carry out difference fusion analysis, measure the syntactic differences of adjacent sentences by cosine similarity, identify the significant differences caused by grammatical errors according to the preset threshold, lock the position and type of errors, and input the original sentence vector into the Seq2Seq model based on Transformer. …”
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A knowledge-embedded lossless image compressing method for high-throughput corrosion experiment by Peng Shi, Bin Li, Phyu Hnin Thike, Lianhong Ding

“…The key steps include similarity comparison, edge detection, coordinate transformation, and dictionary encoding. The method has been successfully applied into high-throughput corrosion experiment facility, a typical intelligent cyber-physical system. …”
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Finite Integration Method with Chebyshev Expansion for Shallow Water Equations over Variable Topography by Ampol Duangpan, Ratinan Boonklurb, Lalita Apisornpanich, Phiraphat Sutthimat

“…The method transforms partial differential equations into integral equations, approximates spatial terms via Chebyshev polynomials, and uses forward differences for time discretization. …”
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Enhanced Fetal Arrhythmia Classification by Non-Invasive ECG Using Cross Domain Feature and Spatial Differences Windows Information by Gede Angga Pradipta, Putu Desiana Wulaning Ayu, Made Liandana, Dandy Pramana Hostiadi

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How Do Cultural Differences Between Countries Affect Management Approaches, Ethical Decision-Making Processes and Organizational Culture? by Zeynep Kaptan

“…In the study, bibliometric analysis method was used to determine which countries are influential in the relevant literature in order to examine cultural differences between countries. …”
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Spatiotemporal coupling and regional differences analysis between agricultural land use efficiency and rural revitalization in the Yellow River Basin by Shuai Liu, Hao Zhang, Guoxin Jiang

“…In this regard, we put forward suggestions such as transforming the primitive development mode, adhering to the concept of integrated basin development, and emphasizing regionally differentiated policies to provide inspiration for achieving coupling coordination between the two.…”
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PECTIN THERAPY IS A METHOD OF PREVENTION OF REPRODUCTIVE LOSSES ASSOCIATED WITH INTRAPLACENTARY ACCUMULATION OF RADIONUCLIDES by А. Живецька- Денисова, І. Воробйова, Н. Скрипченко, Л. Лозова, О. Шамаєва, Н. Рудакова, С. Стрижак

“…Statistical data analysis was performed using Microsoft Excel (2016) and Fisher angular transformation. The difference between comparative values was considered significant at p < 0.05 (probability index greater than 95%). …”
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A Study of Everyday Aesthetics and (De)Alienation in Wim Wenders’ Alice in the Cities by Zakia Kalam

“…The article will also explore Wenders’ technique of defamiliarization as a method to critically highlight the transformative potential of everyday. …”
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Understanding software solutions in the routines of administrative employees of an oil company by Eduardo Starling do Rego Monteiro, Erick Cardoso da Silva Figueira, Sandra Regina da Rocha-Pinto

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Selection of strawberry cultivars according to their productivity and berry quality using normalized indices by V. I. Lapshin, V. V. Yakovenko

“…Combined use of various data transformation methods and a multivariate statistical analysis that takes into account several variables would increase the efficiency of selecting promising strawberry genotypes according to a set of traits for industrial and small-scale production.Materials and methods. …”
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Early mental health intervention and supported self-care for LGBTQ+ young people in the UK: a mixed-methods study by Elizabeth McDermott, Rachael Eastham, Elizabeth Hughes, Emily Pattison, Katherine Johnson, Stephanie Davis, Steven Pryjmachuk, Ceu Mateus, Olu Jenzen, Felix McNulty

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