Unmasking insider threats using a robust hybrid optimized generative pretrained neural network approach by P. Lavanya, H. Anila Glory, Manuj Aggarwal, V. S. Shankar Sriram

“…The proposed approach is composed of an Adabelief Wasserstein Generative Adversarial Network (ABWGAN) with Expected Hypervolume Improvement (EHI) of hyperparameter optimization for adversarial sample generation and an L2-Starting Point (L2-SP) regularized pretrained Attention Graph Convolutional Network (AGCN) to detect insiders in the network infrastructure. …”
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Comparison of physical characteristics of mass and luminosity function of disk systems in barred and unbarred spiral galaxies by Al Najm M.N., Y. E. Rashed, H. H. AL-Dahlaki

“…The multiple regression technique used the statistical software package in our study and results, such as database analysis and graphing software (Statistics Win and Origin Pro programs). …”
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MHCAGAT: A Meta Hybrid Convolution Attention Network for Urban Traffic Flow Prediction by Yu Zhan, Suzi Iryanti Fadilah, Azizul Rahman Mohd Shariff

“…To address these issues, a novel traffic prediction model is proposed, Meta Hybrid Convolution Attention Graph Attention Network (MHCAGAT). MHCAGAT integrates meta-learning with a base HCAGAT model, where the HCA block is responsible for extracting temporal dependencies and the GAT block captures spatial correlations within the traffic data. …”
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Translation of single channel electro encephalic signals into limb motion by A.B.R. Lara, Oscar E. Ruiz, L.O. Araujo Junior, F.P. Bhering

“…To overcome the barrier of the costs and present an accessible technology for these studies, this manuscript presents the implementation of a method that uses a single-channel headset to sample the Electro Encephalo Graph (EEG) wave. The headset provides 8 individual brain waves (delta, theta, low alpha, high alpha, low beta, high beta, low gamma, mid gamma), operating in their characteristic frequency intervals. …”
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Vitamin D status among the adults of Guwahati and its associated factors: A cross sectional study by Khagorika Saikia, Mousumi Krishnatreya, Barnali B. Thakur

“…Using the prevalence of vitamin D deficiency in adults as 93.3% and absolute error as 5%, the sample size was calculated to be 100 which was rounded to be 120. …”
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Correlation between Physical Activity Time Reported by the IPAQ and Accelerometer in Syrian Adults by Mahfouz Al-Bachir, Husam Ahmad

“…Methods: A sample of 52 (age 18- 60 years) Syrian men (17) and women (35) in a cross-sectional study wore the AG accelerometer for seven days and completed the IPAQ-SF-SY on the seventh day. …”
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3-D Model Extraction Network Based on RFM-Constrained Deformation Inference and Self-Similar Convolution for Satellite Stereo Images by Wen Chen, Hao Chen, Shuting Yang

“…Meanwhile, deep-learning methods require a large number of training samples and restoring the complete 3-D structure of the target is challenging when it is quite different from the training sample. …”
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Network propagation of rare variants in Alzheimer's disease reveals tissue-specific hub genes and communities. by Marzia Antonella Scelsi, Valerio Napolioni, Michael D Greicius, Andre Altmann, Alzheimer’s Disease Neuroimaging Initiative (ADNI) and the Alzheimer’s Disease Sequencing Project (ADSP)

“…We present a framework that enables enhanced genetic association testing for a wide range of traits, diseases, and sample sizes.…”
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Synthesis and Characterization of Au/ Sb2O3 Ultrathin nanosheet/Au as a High-Performance UV-Photodetector by Nageb T. Rassam

“…The current-time (I-T) graph was utilized to derive the response and recovery times of the sensor under chopped UV-laser at different power intensities. …”
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Analyzing the concept of solitude with the spatial syntax technique in the spatial organization of rural homes; case Study: Bushehr province by Farshid Mesbah, Behzad Vasigh, Mostafa Masoudinezhad

“…Then, five indicators of privacy measurement, including hierarchy of access, public and private spaces, connection and visual privacy, visual access and legibility, were extracted from theoretical research foundations. In the next stage, graph analysis technique was used to extract data from the drawn maps using tools such as connectivity, relationship, step depth, metric depth, and angle of view with the help of Depth Map software for sample analysis. …”
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Trajectories of HbA1c levels in children and youth with type 1 diabetes. by Orit Pinhas-Hamiel, Uri Hamiel, Valentina Boyko, Chana Graph-Barel, Brian Reichman, Liat Lerner-Geva

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Modeling the Enrichment and Promotion of Job Aspirations of the Staff of Universities and Higher Education Centers by Laya Abbaszadeh, Mehrdad Moharamzadeh, Yadollah Abbaszadeh Sahron

“…The statistical population of this study was all the staff of universities and higher education centers in Tabriz and there were 400 people who were selected as a sample based on Krejcie and Morgan table from 196 people by simple random sampling method. …”
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The effect of using promotion programs on export performance with mediating of management, s understanding of environment and commitmen by R. Sanavi Fard, E. Haji Hosseini

“…The statistical population in this study included all employees of the export department of tile export companies in Yazd province, 325 people, who were selected as a sample size using a simple random sampling method and Cochran's formula. …”
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THE ATTITUDE OF HIGH SCHOOL STUDENTS TOWARD THE CONNECTION BETWEEN MATHEMATICS AND CHESS by Milan Živanović, Jelena Stojkanović

“…The research was conducted in the 2023/24 school year on a sample of 137 students from the “Josif Pančić” Gymnasium in Bajina Bašta. …”
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The Influence of Selenium and Mercury Ratios on Body Characteristics in Common Carp by Marek Helczman, Michal Lenicky, Denis Bazany, Marian Tomka, Anton Kovacik

“…In this study, selenium was detected in only a subset of samples, while mercury was found in all samples analyzed. …”
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Carbapenemase Production and Detection of Colistin-Resistant Genes in Clinical Isolates of Escherichia Coli from the Ho Teaching Hospital, Ghana by John Gameli Deku, Kwabena Obeng Duedu, Godsway Edem Kpene, Silas Kinanyok, Patrick Kwame Feglo

“…The mcr-1 was detected in a high vaginal swab sample of a female aged between 65 and 84 years. Mcr-2_700 bp was also detected in urine and blood samples of the patients. …”
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Evaluating the Fracture Resistance of Different Reinforcement Methods of Repaired Maxillary Complete Denture. by Zhala Dara Miran, Nasa Hasan Ahmad

“…Methods: The present study included a sample of 50 identical maxillary complete dentures. …”
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Enhancing Students’ Conjecturing Skills Through RBL-STEM with Antimagic Coloring and Geometric Transformation in Batik Design by . Susanto, Arika I. Kristiana, . Dafik, Arif Fatahillah, M. Venkatachalam, Duhsyant Tanna

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EVALUATION OF ERRORS CAUSED BY FALURE OF ANTENNA SYSTEM ELEMENTS INAN AERODROME AUTOMATIC RADIO DIRECTION FINDER by G. Т. Aslanov, T. G. Aslanov, R. B. Kazibekov, U. R. Tetakaev

“…The graph of the alteration of the ADF direction finding error is obtained depending on the position of the defective vibrator and the direction finding towards the source of radio emission. …”
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Analysis of SF₆ and CF₄ consumption for refueling high-voltage switching equipment by N. Yu. Zalenskaya, Ph. V. Makarenko, A. I. Zarevich, A. V. Poluektov

“…A sample calculation of the number of cylinders is presented for two commonly encountered volumes of switching devices and fortyliter gas cylinders for several standard cylinder filling ratios. …”
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