Vibration Signal-Based Fault Diagnosis of Rotary Machinery Through Convolutional Neural Network and Transfer Learning Method by Chirag Mongia, Shankar Sehgal

“…After achieving high classification performance at source domain conditions, the performance of the model is re-evaluated by applying it to the Case Western Reserve University (CWRU) dataset as the target domain through the TL method. short-time Fourier transform is employed for signal preprocessing, enhancing feature extraction and model performance. …”
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Tachyon: Enhancing stacked models using Bayesian optimization for intrusion detection using different sampling approaches by T. Anitha Kumari, Sanket Mishra

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THE IMPACT OF TRANSFORMATIONAL LEADERSHIP, CAREER ADAPTABILITY AND CREATIVITY ON SALESPEOPLE’S REACTIONS TOWARD DIGITAL TRANSFORMATION by Kai-Ling CHANG, Lu-Ming TSENG

“…The research method used here was survey research. Self-administered questionnaires were distributed to 318 full-time life insurance salespeople working across different insurance companies in Taiwan. …”
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Evaluation of Photogrammetric Methods for Displacement Measurement During Structural Load Testing by Ante Marendić, Dubravko Gajski, Ivan Duvnjak, Rinaldo Paar

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The Main Trends in Improving the Activities of a Higher Educational Institution in the Context of Digital Transformation by I. E Zhukovskaya

“…When writing this article, the scientific basic method of theoretical and empirical research was used: comparison of cognitive operations that underlie judgments about the similarity or difference of objects, methods of monographic research, questionnaire survey, methods of working with specialized software products, Internet sources, methods of analysis, synthesis, juxtaposition, induction, and deduction.Results. …”
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De l’activité DE simulation à l’activité EN simulation : simuler pour stimuler by Marc-Éric Bobillier Chaumon, Sabrina Rouat, Elsa Laneyrie, Bruno Cuvillier

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Application of Auxiliary Transformer Series Compensation Technology in Voltage Compensation of Power Voltage Transformer by Xuan LI, Kun LIU, Xichao LIU, Jiajing DING, Bing AI, Qiang SHI

“…In view of the fact that the supply voltage of power voltage transformer varies with load, this paper introduces a method of supply voltage compensation based on series compensation technology of auxiliary transformer. …”
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Study on occurrence law of sulfur in high-sulfur coal with different particle sizes and densities by Yulong YANG, Fei GAO, Yunming ZHANG

“…To investigate the state of sulfur in different particle sizes and density fractions of high-sulfur coal, the Ciyaogou high-sulfur coal was divided into particle size and density fractions according to the screening method and flotation method. …”
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Review and Validation of Plant Gene Function Research Methods Bypassing Tissue Culture by Huanghuang Jiang, Suya Huang, Jiayi Wang, Deming Sun, Min Wang, Su Lin, Jinhua Liu, Kai Xu, Bei Liu, Haijie Ma

“…We analyzed transformation efficiency in strawberry and citrus using the <i>A. rhizogenes</i> infiltration method, employing GFP to label different subcellular locations to investigate the morphology of microfilaments, nuclei, and peroxisomes in strawberry cells. …”
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Inverse unit compound Rayleigh distribution: statistical properties with applications in different fields by Hatem E. Semary, Emmanuel W. Okereke, Laxmi Prasad Sapkota, A. S. Al-Moisheer, Abdirashid M. Yousuf, Eslam Hussam, Ahmed M. Gemeay

“…We provide evidence of the relationship between the IUCRD and exponential distribution via the derivation of distributions of certain functions of one variable. Sixteen different estimation methods are compared employing the Monte Carlo simulation procedure. …”
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Optimal Magnetizing Inductance Design Method for a Two-Switch Forward Converter by Sanghyuk Ji, Eurak Jung, Yohan Jang, Sungwoo Bae

“…To verify the proposed optimal magnetizing inductance selection method, a 500 W TSFC prototype was designed. The prototype was used to experimentally compare transformers with different magnetizing inductances, validating the effectiveness of the proposed method. …”
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The impact of carbon policy on regional green development-a quasi natural experiment based on carbon emission trading policy pilot in China by Xijin Zhou, Deqin Lin

“…This paper selects the panel data of 30 provinces in China from 2009 to 2019 to measure the degree of GD and applies the difference-in-differences method to study the impact of carbon emission rights policy on the regional GD. …”
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A Comprehensive Evaluation of Monocular Depth Estimation Methods in Low-Altitude Forest Environment by Jiwen Jia, Junhua Kang, Lin Chen, Xiang Gao, Borui Zhang, Guijun Yang

“…This paper presents a comprehensive evaluation of state-of-the-art deep learning-based MDE methods on low-altitude forest datasets. The evaluated models include both self-supervised and supervised approaches, employing different network structures such as convolutional neural networks (CNNs) and Vision Transformers (ViTs). …”
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Effectiveness of Image Curvelet Transform Coefficients for Image Denoising by Hadia Abdulla, Aeesha Shaheen, Najla Isaac

“…&nbsp; In this research, we investigate the effect of image curvelet transform coefficients in image denoising. The curvelet transform applies to input images, resulting in a set of curvelet coefficients that capture different frequency and directional components of the image. …”
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Changes in chemical composition, volatile compound, and bioactive compounds retention in shallots (Allium ascalonicum L.) under different drying methods by Jiranan Ratseewo, Theeraphan Chumroenphat, Hua Li, Sirithon Siriamornpun

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Fast Möbius transform: An algebraic approach to information decomposition by Abel Jansma, Pedro A. M. Mediano, Fernando E. Rosas

“…Here we leverage fundamental algebraic properties of these decompositions to enable a computationally-efficient method to estimate them, which we call the fast Möbius transform. …”
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Fusion of Deep Features of Wavelet Transform for Wildfire Detection by Akbar Asgharzadeh-Bonab, Salar Ghamati, Farid Ahmadi, Hashem Kalbkhani

“…Forests uniquely deliver different vital resources, particularly oxygen and carbon dioxide purification. …”
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Financial crisis impact on the efficiency evaluation of university research achievements transformation: a study based on fixed and interactive network data envelopment analysis me... by Yuping Ma, Yuping Ma, Mingqian Xu

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A Study of the Corrosion Behavior of AHSS Complex-Phase CP 780 Employing an Electrochemical Noise Technique Analyzed by Different Methods by Maria Lara-Banda, Facundo Almeraya-Calderón, Jesús Manuel Jáquez-Muñoz, Demetrio Nieves-Mendoza, Miguel Angel Baltazar-Zamora, Javier Olguín-Coca, Francisco Estupiñan-Lopez, Jose Cabral Miramontes, Griselda Santiago-Hurtado, Citlalli Gaona-Tiburcio

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Asymmetric watermarking based on Contourlet transform and subspace projection by HE Mi, CHENG Li-zhi

“…For the copyright protection of the digital image,a new asymmetric watermarking method of feature subspace projection based on Contourlet transform was presented.Embedding matrix（private key） and detecting matrix（public key） were constructed differently,where embedding matrix was kept secretly while detecting matrix was public.At the same time,the embedding matrix was independent on the host images.Robust subspace was obtained by Contourlet transformation.Using the embedding matrix,the arbitrary watermarking was embedded in the robust subspace.The de-tection function was constructed to detect whether an image had watermarking or not.The proposed method has good security,high detection probability and low false alarm probability.The stimulation shows that the proposed method is robust to many attacks.…”
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