An AIoT Architecture for Structural Testing: Application to a Real Aerospace Component (Embraer E2 Model Aircraft Flag Track) by Pablo Venegas, Unai Virto, Isidro Calvo, Oscar Barambones

“…This study presents one AIoT architecture aimed at structurally testing aeronautical applications that ease the integration of AI techniques to interpret the data obtained by wireless IoT devices. …”
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An example of accreditation applications of veterinary education in turkey within the frame of current european association of establishments for veterinary education (eaeve) param... by Nigar Yerlikaya, Özgül Küçükaslan

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Distinct Views Improve Generalization and Robustness: Combinations of Augmentations With Different Features by Keon Kim, Hyun Woo Kim, Yong Suk Choi

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Digital Twins in Fusion Energy Research: Current State and Future Directions by Michael I. Battye, Suresh Perinpanayagam

“…Whilst DTs have been developed to tackle complex issues in data analysis, real-time control, optimisation, and simulation, existing efforts are largely fragmented and constrained to isolated applications due to the experimental and evolving nature of fusion reactors. …”
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Robust biochar yield and composition prediction via uncertainty-aware ResNet-based autoencoder by Yali Zhang, Bowen Lei, Amirhossein Mahdaviarab, Xiao Wang, Zong Liu

“…The developed model has the advantage of addressing the common data uncertainty concerns in training data. Our model outperforms commonly used baseline methods, including MLP-NN (mean R2 = 0.907), Random Forest (RF, mean R2 = 0.798), XGBoost (XGB, mean R2 = 0.826), and Gaussian Process (GP, mean R2 = 0.786), by achieving a mean R2 of 0.974. …”
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Investigation of applicability of Peng–Robinson and GERG-2008 equations of state of real gas for calculating properties of Freons for refrigeration machines and compressors by M. I. Sokolov, Yu. V. Kozhukhov

“…As a result of this work, data have been obtained to evaluate the accuracy of the Peng–Robinson and GERG-2008 equations of state for each of the three CFCs, to evaluate the effectiveness of these equations, and to provide recommendations for the calculation and application of these equations in the design and mathematical modelling of refrigeration machines…”
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An Analytical Formula for the Transition Density of a Conic Combination of Independent Squared Bessel Processes with Time-Dependent Dimensions and Financial Applications by Nopporn Thamrongrat, Chhaunny Chhum, Sanae Rujivan, Boualem Djehiche

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Studying the Influence of the Mixing Speed of the Polymer Blend of General-Purpose Polystyrene and Acrylonitrile-Butadiene Styrene with the Applications of Artificial Neural Networ... by A. Mehralizadeh, F. derakhshanfard, Z. Ghazitabatabaei

“…General Purpose Polystyrene (GPPS) has weak properties and this weakness made the applications of this polymer be limited. Therefore, the use of the mixtures of polymers can improve these properties. …”
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Hate Speech Detection and Online Public Opinion Regulation Using Support Vector Machine Algorithm: Application and Impact on Social Media by Siyuan Li, Zhi Li

“…Data collection leverages social media APIs (Application Programming Interface) and customized crawlers with OAuth2.0 authentication and keyword filtering, ensuring relevance. …”
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Analysis of High-Frequency Sea-State Variability Using SWOT Nadir Measurements and Application to Altimeter Sea State Bias Modelling by Estelle Mazaleyrat, Ngan Tran, Laïba Amarouche, Douglas Vandemark, Hui Feng, Gérald Dibarboure, François Bignalet-Cazalet

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Classification Model for Bot-IoT Attack Detection Using Correlation and Analysis of Variance by Firgiawan Faira, Dandy Pramana Hostiadi

“…The novelty of this research lies in the application of a data aggregation technique to address class imbalance, significantly improving machine learning model performance and optimizing training time. …”
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Efficacy and safety of dupilumab in the treatment of moderate-to-severe atopic dermatitis: a real-life study by Mariele Morandin Lopes, Ana Paula Moschione Castro, Túlio Morandin Ferrisse, Jorge Kalil, Ariana Campos Yang, Fabio Morato Castro

“…Methods: Observational, descriptive study based on the biweekly evaluation of 100 patients using the immunobiological dupilumab in an infusion clinic for 16 consecutive weeks. Data collection was conducted from June 2020 to March 2022. …”
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Benchmarking and Target Setting in Weight Restriction Context by Hernán P. Guevel, Nuria Ramón, Juan Aparicio

“…Data Envelopment Analysis (DEA) models with weight restrictions (WRs) have proven valuable for benchmarking and target setting. …”
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Toxicity spectrum of pegvaliase: A pharmacovigilance analysis using the FAERS database by Luyao Xu, Kaili Mao, Songyang Zhong, Huayu Sun, Hongliang Zheng, Zhenling Fu

“…Abstract Objective This research aimed to assess the safety of pegvaliase through analyzed the data from the FAERS database, thus providing a theoretical foundation for the rational and safe application of pegvaliase in clinical settings. …”
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Analysis and mining of Dupilumab adverse events based on FAERS database by Hui Gao, Liqiang Cao, Chengying Liu

“…Abstract This study aims to explore potential adverse events (AEs) related to Dupilumab using data from the US FDA Adverse Event Reporting System (FAERS) database. …”
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Two-stage multiple imputation with a longitudinal composite variable by Xuzhi Wang, Martin G. Larson, Chunyu Liu

“…This method has immense potential yet limited application and extension within the field. Methods We evaluated the performance of two-stage MI in a novel context, imputing a composite variable constructed from several continuous and binary components in the longitudinal setting while handling missing data due to MAR and missing not at random (MNAR). …”
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Focused Analysis of Article 29 of Indonesian Minister of Health Regulation No. 24/2022: Data Security Implementation of Electronic Medical Records at Sindangwangi Health Center, Pa... by Fina Julia, Dwi Ridho Aulianto

“…Methods:  This study employs a descriptive qualitative method, collecting data through interviews and observations with informants, including one medical record officer and one registration officer, conducted from October to November 2024 Results:  The management of EMR data security at Puskesmas Sindangwangi demonstrates a solid application of the CIA principles. …”
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Solvability and Nilpotency of Lie Algebras in Cryptography and Steganography by Amor Hasić, Melisa Azizović, Emruš Azizović, Muzafer Saračević

“…In the context of cryptography, we explore their application in public-key infrastructure, secure data verification, and the resolution of commutator-based problems that underpin data protection strategies. …”
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Methodology Based on BERT (Bidirectional Encoder Representations from Transformers) to Improve Solar Irradiance Prediction of Deep Learning Models Trained with Time Series of Spati... by Llinet Benavides-Cesar, Miguel-Ángel Manso-Callejo, Calimanut-Ionut Cira

“…The traditional method applied in solar irradiance forecasting involves two main phases, related to (1) data selection and (2) model selection, training, and evaluation. …”
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How to detect occluded crosswalks in overview images? Comparing three methods in a heavily occluded area by Yuanyuan Zhang, Joseph Luttrell, IV, Chaoyang Zhang

“…Crosswalk presence data are crucial for pedestrian safety and urban planning. …”
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