Combining Generative Adversarial Networks (GANs) With Gaussian Noise for Anomaly Detection in Internet of Things (IoT) Traffic by Roya Morshedi, S. Mojtaba Matinkhah

“…This approach can serve as a powerful tool in Intrusion Detection Systems for the security of IoT networks.…”
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Mathematical analysis of a model for glucose regulation by Kimberly Fessel, Jeffrey B. Gaither, Julie K. Bower, Trudy Gaillard, Kwame Osei, Grzegorz A. Rempała

“…Developed by Bergman, Cobelli, and colleagues over three decades ago [7,8], this system of coupled ordinary differential equations prevails as an important tool for interpreting data collected during an intravenous glucose tolerance test (IVGTT). …”
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Computational modeling of peritoneal dialysis: An overview by Sangita Swapnasrita, Joost C de Vries, Carl M. Öberg, Aurélie MF Carlier, Karin GF Gerritsen

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Comparative efficacy of autologous iliac bone versus allogeneic demineralized bone matrix in lateral lumbar interbody fusion using a novel minimally invasive iliac bone retrieval t... by Jiaqi Li, Shaorong Li, Shuowen Zhang, Lin Liu, Weijian Wang, Han Wu, Qiang Yang, Wei Zhang

“…Abstract Objective This self-controlled study evaluates the fusion efficacy of autologous iliac bone harvested via a novel minimally invasive tool versus allogeneic demineralized bone matrix (DBM) in lateral lumbar interbody fusion (LLIF), while assessing the safety profile of the retrieval tool. …”
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Dealing with the Outlier Problem in Multivariate Linear Regression Analysis Using the Hampel Filter by Amira Wali Omer, Taha Hussein Ali

“… Outliers in multivariate linear regression models can significantly distort parameter estimates, leading to biased results and reduced predictive accuracy. …”
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Neural Network-Driven Forward Modeling of Multipole Mode Wave Dispersion and Its Field Applications by ZHENG Kaiyin, SU Yuanda, ZHANG Hengjian, GU Xihao, LI Shengqing, ZHUANG Chunxi, TANG Xiaoming

“…This method combines equivalent tool theory with borehole acoustic field propagation theory to forward model dispersion datasets. …”
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The novel triglyceride‒glucose-weighted adjusted waist index as a supplementary diagnostic tool for heart failure: evidence of improved reclassification beyond traditional TyG-rela... by Yuqin Fan, Dan Ye, Kebin Zhou, Lu Cai, Longhui Yu

“…Notably, its diagnostic performance for HFs surpasses that of traditional TyG-related indices, and it has incremental value as a supplementary parameter to existing TyG-derived metrics. These findings support the use of the TyG-WWI as a promising tool for HF risk stratification with practical clinical utility. …”
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Vital Signs or Lab parameters: Evaluation of National Early Warning Score2 (NEWS2) and Sequential Organ Failure Assessment (SOFA) Scores for Sepsis Screening in Low resource Hospit... by Rithik Dharan, Dr. D. Suresh Kumar, Dr. Jaya Prasanthi, Sathya Naryanan, Magesh Babu, Dr. Vivekanandan K

“…This highlights NEWS2 as a significant tool for early sepsis detection and management in low resource hospital settings as it relies only on vital sign. …”
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Finite-element analysis of contact characteristics and friction modes of the "valve-guide" of the internal combustion engine by K.E. Holenko, A.A. Vychavka, M.O. Dykha, V.O. Dytyniuk

“…In this study, the method of finite element analysis was chosen as a tool to study the contact and antifriction parameters of the friction pair of the internal combustion engine "directional valve". …”
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A Step Towards Real-Time Release Testing of Pharmaceutical Tablets: Utilization of CIELAB Color Space by René Brands, Trieu Nam Le, Jens Bartsch, Markus Thommes

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A Higher-order poincaré ellipsoid representation for non-cylindrical vector beams by Dayver Daza-Salgado, Edgar Medina-Segura, Valeria Rodriguez-Fajardo, Benjamin Perez-Garcia, Carmelo Rosales-Guzmán

“…Abstract The Higher-Order Poincaré Sphere (HOPS) provides a powerful geometrical tool for representing vector beams as points on the surface of a unitary sphere. …”
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Recent advance in laser powder bed fusion of Ti–6Al–4V alloys: microstructure, mechanical properties and machinability by Chenbing Ni, Junjie Zhu, Baoguo Zhang, Kai An, Youqiang Wang, Dejian Liu, Wei Lu, Lida Zhu, Changfu Liu

“…Firstly, the influence of key process parameters and laser scanning strategies on forming properties of LPBF Ti–6Al–4V alloys is systematically overviewed. …”
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Geoinformation Analysis of Regional Climatic Changes in the Central and Western Russian Arctic for Railway Development by Kostianoy Andrey Gennad'evich, Gvishiani Alexei, Rozenberg Igor' Naumovich, Krasnoperov Roman, Gvozdik Sofia A., Lebedev Sergey, Nikitina Isabella, Dubchak Irina, Shevaldysheva Olga, Sergeev Vladimir, Gvozdik Georgy

“…For this purpose, a new geoinformation method based on the Hovmöller diagrams was elaborated. This tool is useful for representing climate dynamics along the specified railway mainlines over several decades. …”
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Classification Improvement with Integration of Radial Basis Function and Multilayer Perceptron Network Architectures by László Kovács

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TBM shield mud cake prediction model based on machine learning by Qi Zhang, Peng Xu, Jing Zhang, Zhao Yang, Yu Li, Xintong Kong, Xiao Yuan

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Research of the liquid‑glass HTS compositions with sand of the Novinsky deposit. Message 1. by S. S. Tkachenko, A. V. Sokolov, M. A. Druzhevsky, O. V. Mikhailov

“…The article is devoted to the selection of optimal parameters of a chemically hardening mixture based on quartz sand with a liquid‑glass binder cured with liquid esters for the production of castings of heavy machinery, machine tools and shut‑off valves. …”
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NEW-OLD CHALLENGES IN MANAGEMENT OF INDUSTRIAL ENTERPRISES NOWADAYS by OLEG Sukharev

“…The article investigates the state of the Russian industry by the most important development parameters (number of employees, structure of production costs, fixed assets, performance, etc.). …”
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Soil Layer Destruction by Flat-Cutting Working Bodies by S. V. Belousov, V. B. Rykov, S. I. Kambulov, B. V. Turovsky

“…(Materials and methods) A new soil-tillage tool was developed and subjected to preliminary theoretical analysis. …”
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A bit closer to the past: the three-dimensionalization of an Inca ceremony in the north Calchaquí Valley (Salta, Argentina) by Alejandro Andrés Ferrari, Joaquín Ignacio Izaguirre, Félix Alejandro Acuto

“…We will offer a detailed description of all methods, techniques, equipment, and software used to create the model and the parameters for rendering the images. The authors intend to exemplify how 3D modelling goes well beyond the 3D model as a product in itself; it becomes a fundamental tool that encouraged us to test new variables and discuss new interpretations about this settlement. …”
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Optimization and application of sand bailing technology for coalbed methane horizontal wells by Fei ZHANG, Yibing WANG, Lu CHENG, Wenbo MEI, Qi YANG, Wenjie SHEN, Chao CAO, Peng LAI, Zhengkai LIAO, Bao’an XIAN, Yansen BI

“…To address challenges such as poor string sealing performance, low efficiency, and sand consolidation in mechanical sand bailing, this study created optimized tools including claw-shaped scraper tips, sand-breaking drill bits, eccentric flaps, and mechanical rotating tools. …”
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