Fault Diagnosis of Magnetically Controlled On-Column Circuit Breaker Based on Small Sample Condition by He Tian, Chao Liang, Wenpeng Ma, Tianchang Zhang

“…Initially, a Variational Autoencoder (VAE) is employed to extract the latent distribution of genuine samples, which are then integrated with the Auxiliary Classifier Generative Adversarial Network (ACGAN) generator to learn the characteristics of real data. …”
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Forecasting regional carbon prices in china with a hybrid model based on quadratic decomposition and comprehensive feature screening. by Yaoyang Yi

“…First, the improved complete ensemble empirical mode decomposition with adaptive noise (ICEEMDAN) is used to decompose the carbon price time series once, extract high-frequency and low-frequency components, and denoise the high-frequency components using stacked denoising autoencoder (SDAE). Then, the variational mode decomposition (VMD) method is subsequently employed to execute a secondary decomposition on the reconstructed signal, with the decomposition hyperparameters optimized via crested porcupine optimization (CPO). …”
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Mobile Augmented Reality Games Towards Smart Learning City Environments: Learning About Sustainability by Margarida M. Marques, João Ferreira-Santos, Rita Rodrigues, Lúcia Pombo

“…Quantitative performance data from game logs highlighted substantial variation across games, with the highest performance found in those with more frequent AR integration and multiple iterative refinements. …”
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Modeling and analysis of filtration processes in oil reservoirs of small fields by reserves by Zhanat Alisheva, Ahmed N. AL-Dujaili, Nurbol Tileuberdi, Samal Muratova, Elmira Omirzakova, Miras Sanatbekov, Olzhas Kurmanbayev, Manat Alzhigitova

“…A key novelty of this research is the integration of geostatistical methods, history-matching techniques, and permeability distribution analysis to evaluate the efficiency of water injection in a highly heterogeneous reservoir. …”
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Information Merging for Improving Automatic Classification of Electrical Impedance Mammography Images by Jazmin Alvarado-Godinez, Hayde Peregrina-Barreto, Delia Irazú Hernández-Farías, Blanca Murillo-Ortiz

“…To address this issue, advanced computational techniques are employed for image integration, such as the Root Mean Square (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mi>C</mi><mi>RMS</mi></msub></semantics></math></inline-formula>) Contrast and Contrast-Limited Adaptive Histogram Equalization (CLAHE), combined with the Coefficient of Variation (CV), CLAHE-based fusion, weighted average fusion, Gaussian pyramid fusion, and Wavelet–PCA fusion. …”
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The ABIC score for assessing long-term outcomes in elderly hospitalized patients with acute exacerbations of chronic heart failure by Zebin Lin, Manxiang Deng, Li Xiao, Yipin Zhao

“…Methods This is a retrospective cohort study of elderly patients with acute exacerbation of CHF who were hospitalized for the first time. …”
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Normalisation process theory and the implementation of a new glaucoma clinical pathway in hospital eye services: Perspectives of doctors, nurses and optometrists. by Simon Read, James Morgan, David Gillespie, Claire Nollett, Marjorie Weiss, Davina Allen, Pippa Anderson, Heather Waterman

“…<h4>Background</h4>Normalisation process theory reports the importance of contextual integration in successfully embedding novel interventions, with recent propositions detailing the role that 'plasticity' of intervention components and 'elasticity' of an intended setting contribute. …”
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A Numerical Approach to Calculate the Radiation Efficiency of Baffled Planar Structures Using the Far Field by Mario A. GONZÁLEZ-MONTENEGRO, Roberto JORDAN, Arcanjo LENZI, Jorge P. ARENAS

“…On the other hand, few works exist in which the calculation is done in the far field from near field data by the use of radiation matrices, possibly because the numerical integration becomes complicated and expensive due to large variations of directivity of the source. …”
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Transient Voltage Unit Protection Based on Fault Information Fusion by Zhenwei Guo, Ruiqiang Zhao, Haojie Li, Yongyan Jiang

“…Transient voltage high-frequency instantaneous amplitudes are obtained and integrated using the Variational Mode Decomposition Hilbert Transform (VMD-HT) to increase the stability of high-frequency fault signal detection. …”
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Perceptions and attitudes of nurse practitioners toward artificial intelligence adoption in health care by Moustaq Karim Khan Rony, Sharker Md. Numan, Fateha tuj Johra, Khadiza Akter, Fazila Akter, Mitun Debnath, Sujit Mondal, Md. Wahiduzzaman, Mousumi Das, Mohammad Ullah, Mohammad Habibur Rahman, Shuvashish Das Bala, Mst. Rina Parvin

“…Abstract Background With the ever‐increasing integration of artificial intelligence (AI) into health care, it becomes imperative to gain an in‐depth understanding of how health care professionals, specifically nurse practitioners, perceive and approach this transformative technology. …”
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Sources and Use of Bicycle Traffic Data in Research and Urban Mobility Management by Emilia Teresa Skupień, Szymon Fierek

“…Understanding cycling mobility is essential for developing sustainable urban transport policies. However, variations in data collection methods and a lack of standardized approaches hinder comprehensive analysis and evidence-based decision-making. …”
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ADVANCED CHARACTERIZATION OF POWER SYSTEM HARMOICS USING MUSIC ALGORITHM ON NON-STATONARY WAVEFORMS by BANTEYWALU S.M., SEYOUM T.H.

“…Ordinary methods based on Fourier series, like the Fast Fourier Transform (FFT), are frequently used for harmonic analysis; however, they often struggle to accurately analyze non-stationary signals, which are commonly observed due to system disturbances and variations. …”
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Exploring Different Levels of Contact Frequency in Multiple Sclerosis Care by Sofia Persson, Ann‐Christine Andersson, Boel Andersson Gäre, Jonas Lind

“…The aim of this study was to explore different levels of healthcare contact frequency among persons living with MS. Method Both quantitative and qualitative data were collected, analyzed, and integrated in a parallel mixed‐methods approach with data integration through joint display. …”
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Assessing teacher competence in gender equality in the Moroccan educational context by Hafid Rguibi, Khalid Tijania, Naoual Taleme

“…Despite Morocco’s legal and institutional efforts to promote gender equality, the integration of gender-sensitive teaching practices remains inconsistent. …”
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AI-enabled OSA screening using EEG data analysis and English listening comprehension insights by Zhihong Gu, Yanbing Fan

“…IntroductionThe integration of artificial intelligence into the diagnosis and management of sleep-disordered breathing presents a transformative opportunity to enhance clinical outcomes, particularly through novel methods like EEG data analysis. …”
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Improving Machine Learning-Based Robot Self-Collision Checking with Input Positional Encoding by Kulecki Bartłomiej, Belter Dominik

“…This manuscript investigates the integration of positional encoding – a technique widely used in computer graphics – into the input vector of a binary classification model for self-collision detection. …”
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Study on the gene mapping and formation mechanism of historical buildings influenced by multiculturalism: A case of Gulangyu, China by Na Zhang, Yuan Li, Jingge Liu, Long Zhao, Mengsheng Yang, Huanxia Bai

“…Connectivity and integration illustrate the ''Compromise'' between local and foreign planar prototypes. …”
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The Impact of Islamic Financial Inclusion on Economic Growth in Asia: Evidence from Indonesia and Iraq

“…Panel unit root and cross-sectional dependency tests highlighted the need for advanced methods to analyze panel data. Panel co-integration tests suggested evidence of a long-term relationship between Islamic financial inclusion and economic development. …”
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A Design Process Framework and Tools for Teaching and Practicing Biomimicry by Benjamin Linder, Jean Huang

“…Our observations indicate that the framework and tools support process acquisition, design iteration, knowledge transfer, and sustainability integration in biomimicry education and practice by enabling common design behaviors such as variation, iteration, debugging, and reflection.…”
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Sub-Module Voltage Estimation of Modular Multilevel Converter in PV Applications Using a Sliding Mode Observer by Imane alia, Imad Merzouk, Mehamed Mounir Rezaoui

“…The proposed SMO offers a robust alternative, providing accurate voltage estimation despite parameter variations and external disturbances. The design and implementation of the SMO, along with its integration into the MMC control strategy, are demonstrated. …”
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