Modeling and forecasting of TEC using subspace-based SSA-LRF-ANN model by J.R.K. Kumar Dabbakuti, Mallika Yarrakula, Dinesh Babu Vunnava, Gopi Krishna Popuri

“…This paper examines the fundamentals of subspace-based methods and explores the most promising algorithm for forecasting ionospheric signal delays, which was designed explicitly regarding signal and noise subspaces. The learning efficiency derived from the subspace-based components of Singular Spectrum Analysis (SSA) significantly influences the implementation of Linear Recurrent Formula (LRF) and ANN models. …”
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The development of advanced network simulators for air transport by using fuzzy models and noise-resistant coding by A. A. Gladkih, L. G. Bolshedvorskaya, An. K. Volkov, Al. K. Volkov

“…The article analyzes foreign experience and concludes that one of the ways to improve the efficiency of aviation security in the Russian Federation is to use modern network training complexes. …”
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Investigation of Engine Lubrication Oil Quality Using a Support Vector Machine and Electronic Nose by Ali Adelkhani, Ehsan Daneshkhah

“…Monitoring the quality of engine oil improves engine efficiency and reduces engine maintenance costs. Several methods have been proposed for this purpose; however, most of them take too long to test oil quality. …”
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Removal of Organic Dye Using Graphene-based Composite: Isotherm and Kinetic Studies by Preeti ., Meena Bhandari, Neeraj Kumari

“…Dye-adsorbed GO and GO-based Montmorillonite composites could be regenerated and used further for the adsorption of dye with more than 80% adsorption efficiency. Therefore, the study showed that GO-based Montmorillonite composites based Montmorillonite composites proved to be a promising and reasonably priced sorbent for the treatment of MG oxalate dye.…”
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Optimization-based model of a circular supply chain for coffee waste by Hanieh Zohourfazeli, Ali Sabaghpourfard, Amin Chaabane, Armin Jabbarzadeh

“…The results show that, while smart bins and real-time data analytics improve network efficiency and sustainability, the strategic placement of pre-drying technologies significantly reduces transportation and processing costs. …”
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scFTAT: a novel cell annotation method integrating FFT and transformer by Binhua Tang, Yiyao Chen

“…Performance comparisons with existing methods further demonstrate the efficiency and robustness of our proposed method.…”
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A Privacy-Preserving Reputation Evaluation System with Compressed Revocable One-Time Ring Signature (CRORS) by Xu Han, Dawei Zhang

“…Additionally, the signature size is reduced to <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi mathvariant="script">O</mi><mo>(</mo><mo form="prefix">log</mo><mi>n</mi><mo>)</mo></mrow></semantics></math></inline-formula>, significantly enhancing storage efficiency. These improvements make CRORS particularly suitable for blockchain-based reputation systems with ever-growing storage demands. …”
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ENHANCING 〖PM〗_(2.5) PREDICTION IN KEMAYORAN DISTRICT, DKI JAKARTA USING DEEP BILSTM METHOD by Nabila Karin, Gumgum Darmawan, Triyani Hendrawati

“…The outcomes demonstrated the efficiency of the model, attaining a Mean Absolute Percentage Error (MAPE) of 17.1540% (training) and 14.2862% (testing) with an 80:20 data split. …”
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Magnetic Resonance Tracking of Endothelial Progenitor Cells Labeled with Alkyl-Polyethylenimine 2 kDa/Superparamagnetic Iron Oxide in a Mouse Lung Carcinoma Xenograft Model by Cong Chen, Hong Yu, Rui Xia, Lei Wang, Hua Ai, Shiyuan Liu, Zhiming Xu, Xiangsheng Xiao, Fabao Gao

“…Seventesla micro-MRI showed the presence of schistic or linear hypointense regions at the tumor margins starting from days 7 to 8 after EPC administration. …”
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The use of ridge regression for estimating the severity of acute pancreatitis by D. V. Cherdantsev, A. V. Stroev, E. S. Mangalova, N. V. Kononova, O. V. Chubarova

“…Increasing of treatment efficiency for patients with acute pancreatitis by improving objective means of determining the severity of acute pancreatitis.Materials and method. …”
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Age-Related and Sex Differences in Visuospatial Working Memory and Its Association with Math Achievement: Insights from Span, Accuracy, and RT in Corsi Block Tapping Test by Sergey B. Malykh, Yulia V. Kuzmina

“…Sex did not moderate VSWM–math associations, though girls showed greater RT efficiency in late adolescence. Conclusion. VSWM develops along non-linear trajectories that differ by metric. …”
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GUIDELINES FOR THE EARLY DIAGNOSIS OF LUNG CANCER FOR PRIMARY CARE PHYSICIANS by article Editorial

“…However, there have been no conclusive proofs for its efficiency in the early detection of lung cancer for a few decades. …”
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Evolutionary game analysis of coal industry chain supply chain risk prevention and control from the perspective of resilience by Ziming Zhang, Xinping Wang

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Maximum scour depth estimation around side-by-side piers due to spacing effects for sustainable hydraulic infrastructure design by Buddhadev Nandi, Subhasish Das

“…The formulas are evaluated using statistical parameters like correlation coefficient (R), Nash Sutcliffe Efficiency (NSE), Normalised Root Mean Squared Error (NRMSE), and Index Agreement (IA). …”
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Clinical trials for Wolfram syndrome neurodegeneration: Novel design, endpoints, and analysis models. by Guoqiao Wang, Zhaolong Adrian Li, Ling Chen, Heather Lugar, Tamara Hershey

“…<h4>Methods</h4>We propose a novel clinical trial design with three key features aimed at reducing sample size and improve efficiency: (i) Pooling historical/external controls from a longitudinal observational study conducted by the Washington University Wolfram Research Clinic. …”
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A MODEL OF CLOSED CIRCUITS FORMING IN A LOGISTICS SYSTEM WITH FEEDBACK by Tetyana Kovtun

“…Methods of systems analysis, operations research, namely linear programming (distribution problem is solved by the simplex method) are used to solve the tasks set in the study. …”
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OSBF: One-Sided Box Filter for Edge-Preserving Image Processing by Yuanhao Gong

“…Box filter is well-known for the image smoothing task, thanks to its effectiveness and computation efficiency. However, it can NOT preserve edges. In contrast, edge-preserving methods can NOT achieve the high computation performance as the box filter. …”
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Optimization of urban green space in Wuhan based on machine learning algorithm from the perspective of healthy city by Xuechun Zhou, Xiaofei Zou, Wenzuixiong Xiong

“…Green space improvements drive a 73% increase in economic efficiency by improving residents' health and extending life expectancy. …”
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Strategic Electric Vehicle Charging in Community Microgrids: Enhancing Grid Stability, Reducing Emissions, and Optimizing Costs by Divya Mathur, Neeraj Kanwar, Sunil Kumar Goyal

“…The model optimizes charging schedules using mixed-integer linear programming (MILP) to achieve economic efficiency and emission reduction, comparing the effectiveness of each charging strategy within real-time grid conditions. …”
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Predicting CO2 adsorption in KOH-activated biochar using advanced machine learning techniques by Raouf Hassan, Alireza Baghban

“…The results demonstrate the power of advanced machine learning methods, particularly CatBoost and SVR, in predicting CO2 adsorption and offer valuable insights for industrial applications and future research efforts aimed at enhancing adsorption efficiency.…”
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