Non-Intrusive Load Identification Based on Multivariate Features and Information Entropy-Weighted Ensemble by Yue Liu, Wenxia You, Miao Yang

“…This approach achieves feature fusion at the decision layer, effectively avoiding dimensional transformations and fully leveraging the complementary advantages of features from different dimensions. …”
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Workplace Incivility and Job Alienation: Analyzing the Mediating Role of Social Capital and the Moderating Role of Psychological Capital by Fariborz Fathi Chegeni, Mostafa OmidNezhad

“…Once they leave the workplace, it is as if they transform into different individuals. This suggests that their presence in the office is more about obligation than genuine engagement, with their work serving merely as a means to sustain life. …”
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The Way of Representation of Ideology in Local and International Newspapers about Iran’s Nuclear Program by Gity Taki, Maryam Nakhaei

“…Then the headlines were analyzed by using an analytical–descriptive method. The findings showed that both local and international newspapers use the same kind of features to reflect the news, but the amount of the features, especially in using of exclusion, and the way they are used, is different according to the newspaper's policy. …”
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Automatic Fault Classification in Photovoltaic Modules Using Denoising Diffusion Probabilistic Model, Generative Adversarial Networks, and Convolutional Neural Networks by Carlos Roberto da Silveira Junior, Carlos Eduardo Rocha Sousa, Ricardo Henrique Fonseca Alves

“…Unfortunately, this is not always feasible owing to the limited availability of publicly accessible datasets for PV thermographic data and the unequal distribution of different faults in real-world systems. In this study, three data augmentation techniques—geometric transformations (GTs), generative adversarial networks (GANs), and the denoising diffusion probabilistic model (DDPM)—were combined with a CNN to classify faults in PV modules through thermographic images and identify the type of fault in 11 different classes (i.e., soiling, shadowing, and diode). …”
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A hue-preserving unsharp masking with adjustable saturation using logarithmic ratio operations by Mashiho Mukaida, Aoi Kamehara, Takanori Koga, Noriaki Suetake

“…The effectiveness and validity of the proposed method are demonstrated by comparing it with previous methods using various images. …”
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Electronic Finance and Cryptocurrency Market by Ludmila P. Bakumenko, Nadezhda S. Vasilyeva

“…The impact of various factors on the volume of transactions with electronic money and digital financial assets was assessed using panel data analysis methods in the Gretl statistical analysis program.Results. …”
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Progress on Effect of Clay Mineral-Biocomposite Colloids on Radionuclides Migration and Mechanism by Qing-feng TANG, Zhen XU, Ya-lou SUN, Qi ZHANG, Qi TAN, Duo-qiang PAN, Wang-suo WU

“…Under laboratory conditions, the interaction mechanism between colloids and nuclides is mainly studied by using aggregation kinetics experiments, static adsorption batch experiments, column migration experiments, and advanced spectroscopic characterization methods such as transmission electron microscopy(TEM), fourier transform infrared spectroscopy(FTIR), and time-resolved fluorescence spectroscopy(TRLFS), etc. …”
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Smart grid stability prediction model using two-way attention based hybrid deep learning and MPSO by Umesh Kumar Lilhore, Surjeet Dalal, Magdalena Radulescu, Marinela Barbulescu

“…This research presents a hybrid deep learning model (Convolutional Neural Network [CNN] with Bi-LSTM) with a two-way attention method and a multi-objective particle swarm optimization method (MPSO) for short-term load prediction from a smart grid. …”
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Presentating a multi-objective optimization model for resource-constrained project scheduling regarding financial costs, time delays and the reliability function by Saeideh Naderi, Mohsen Vaez-Ghasemi, Farzad Movahedi Sobhani

“…The calculation error between the Exact method and the meta-heuristic method for the three target categories of total cost, time delay, and reliability was calculated based on the obtained results. …”
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Constructive layout for small rotor of straight-flow rotary ripper by V. A. Nikolaev

“…Applying the well-known formulas of theoretical mechanics, we will determine the angular velocity of the small rotor and other kinematic parameters.Results. Based on the method of constructing a projection on the transverse-vertical plane of the blade of a knife, a tooth and a disc of a small rotor, when there is a different angle of deviation of the blade in the cutting plane, the main geometric parameters of the elements of the small rotor of a straight-flow rotary ripper are revealed. …”
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Meat and meat alternatives: where is the gap in scientific knowledge and technology? by Youling L. Xiong

“…Therefore, to sustain the alternative protein market, scientists and entrepreneurs must methodically examine and understand inherent differences that separate alternative proteins from muscle proteins. …”
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Measurement of the Euler Angles of Wurtzitic ZnO by Raman Spectroscopy by Wu Liu, Qiu Li, Gang Jin, Wei Qiu

“…A Raman spectroscopy-based step-by-step measuring method of Euler angles φ,θ,and  ψ was presented for the wurtzitic crystal orientation on a microscopic scale. …”
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Development and evaluation of deep neural networks for the classification of subtypes of renal cell carcinoma from kidney histopathology images by Amit Kumar Chanchal, Shyam Lal, Shilpa Suresh

“…Compared to the best-performing state-of-the-art model, RenalNet achieves accuracies of 91.67%, 97.14%, and 97.24% on three different datasets. Additionally, the proposed method significantly reduces the number of parameters and FLOPs, demonstrating computationally efficient with 2.71 × $$10^9$$ FLOPs & 0.2131 × $$10^6$$ parameters.…”
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Theoretical concepts of the law of civil servants by Jakub Stelina

“…The article examines the conceptual foundations of the legal status of civil servants in the legal systems of Europe and the United States.The purpose of the article is to confirm or disprove hypothesis that there are common concepts and models of the law of civil servants for different legal systems.The methodology of the study includes general scientific methods (analysis, synthesis, description) and the method of comparative law.The main results and scope of their application. …”
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Numerical Study of Flow-induced Vibration in Square Tube Bundle Structures by SUN Junshuai1, SUN Rulei1, QIAO Pengrui2, TAN Sichao1, TIAN Ruifeng1

“…Although there have been many numerical studies on the flow-induced vibration of tube bundle structures, the establishment of efficient and reliable two-way fluid-structure interaction models based on the refinement method and the clarification of the transformation mechanism of different flow-induced vibration mechanisms are two key scientific issues that need to be solved urgently. …”
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Effects of Gamma Irradiation on Solid Propellant Conventional and UV-Cured Binders by Stefania Carlotti, Rocco Carcione, Beatrice D’Orsi, Tommaso Lusetti, Alessandro Finazzi, Jessica Scifo, Ilaria Di Sarcina, Matteo Ferrari, Alessia Cemmi, Filippo Maggi

“…This study focuses on the effects of gamma irradiation on solid propellant binders, targeting a comprehensive chemical and mechanical characterization of different formulations. Samples were produced either by conventional methods based on hydroxyl-terminated polybutadiene and standard polyaddition reaction using isocyanates, or innovative approaches involving UV-driven radical curing. …”
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Numerical Solution of Boundary Layer MHD Flow with Viscous Dissipation by S. R. Mishra, S. Jena

“…Using suitable similarity transformations the governing partial differential equations are transformed into ordinary differential equations and then solved numerically by fourth-order Runge-Kutta method with shooting technique. …”
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NILAI TAMBAH RANTAI PASOK KOPI PADA KOPERASI PRODUSEN KOPI MARGAMULYA DI KECAMATAN PENGALENGAN KABUPATEN BANDUNG: KOMPARASI ANTARA PETANI DAN PENGOLAH KOPI by Sesilia Kirana, Tuti Karyani

“…The method used in this research was qualitative method by using value added analysis. …”
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Effective data selection via deep learning processes and corresponding learning strategies in ultrasound image classification by Hyunju Lee, Jin Young Kwak, Eunjung Lee

“…Furthermore, to assess the robustness and adaptability of our method across different medical imaging modalities, we applied it to dermoscopic images and observed similar performance enhancements. …”
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Exploring chaos and sensitivity in the Ivancevic option pricing model through perturbation analysis. by Adil Jhangeer, Ali R Ansari, Ariana Abdul Rahimzai, Beenish, Abdul Qadeer Khan

“…To begin, a wave transformation is applied to convert the partial differential equation into an ordinary differential equation, from which soliton solutions are derived using the [Formula: see text] method. …”
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