DECTNet: A detail enhanced CNN-Transformer network for single-image deraining by Liping Wang, Guangwei Gao

“…Extensive experiments have demonstrated that DECTNet outperforms some state-of-the-art methods on single-image deraining tasks. Furthermore, our model achieves competitive results on three low-light datasets and a single-image desnowing dataset, highlighting its versatility and effectiveness across different image restoration challenges.…”
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Modeling of Common Mode Interference of Secondary Side of Potential Transformer in VFTO Excitation by PANG Fubin, JI Jianfei, WU Xianqiang, ZHOU Mengxia, YAN Wei, XU Dong

“…Then, a method for the time-frequency characteristic analysis of VFTO is proposed based on synchronous compressed wavelet transform, which can obtain the time-frequency characteristics of VFTO and improve the time-domain and frequency-domain resolution. …”
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Application of Biochar on Soil Improvement and Speciation Transformation of Heavy Metal in Constructed Wetland by Yuan Zhou, Xiaoqin Nie, Yao Zhao, Liqiu Zhang, Yatian Cheng, Cancan Jiang, Wenbin Zhao, Xiangchun Wang, Chao Yang

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PATNet: Permute attention and transformer-enhanced network for segmentation of musculoskeletal ultrasound images by Yating Wu, Feng Bu, Jin Tian, Li Zhao, Guangfei Yang, Jianming Lu

“…In addition, PATNet incorporates Transformer modules to capture long-range dependencies in the image and leverages skip connections and multi-scale feature fusion mechanisms to enhance feature interaction and representation across different levels. …”
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A Brief Discussion of the Mechanisms of Substance Recognition and Signal Transformation in Chemical Sensing by Wang Guijin

“…Moreover, this paper also briefly discussed methods that transform the recognition signals into electrochemical and optical signals. …”
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INTEGRAL TRANSFORMATION IN A PARTIALLY BOUNDED REGION WITH A RADIAL THERMAL FLOW by E. M. Kartashov

“…The proposed approach favorably differs from the classical theory of differential equations of mathematical physics for the construction of generalized integral transformations based on the eigenfunctions of the corresponding singular Sturm-Liouville problems. …”
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A Hierarchical Graph-Enhanced Transformer Network for Remote Sensing Scene Classification by Ziwei Li, Weiming Xu, Shiyu Yang, Juan Wang, Hua Su, Zhanchao Huang, Sheng Wu

“…Subsequently, we meticulously design a three-stage hierarchical transformer extractor, incorporating a DA module at the bottleneck of each stage to facilitate information exchange between different stages, in conjunction with the Swin transformer block to capture multiscale global visual information. …”
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Beyond averaging: A transformer approach to decoding event related brain potentials by Philipp Zelger, Manuel Arnold, Sonja Rossi, Josef Seebacher, Franz Muigg, Simone Graf, Antonio Rodríguez-Sánchez

“…Traditional methods involve averaging the EEG signal of multiple trials to extract valuable neural signals from the high noise content of EEG data. …”
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Enhancing Antidiabetic Drug Selection Using Transformers: Machine-Learning Model Development by Hisashi Kurasawa, Kayo Waki, Tomohisa Seki, Eri Nakahara, Akinori Fujino, Nagisa Shiomi, Hiroshi Nakashima, Kazuhiko Ohe

“…Based on the performance of previous studies, we set a performance target of achieving a receiver operating characteristic area under the curve (ROC-AUC) above 0.95. MethodsA transformer-based encoder-decoder model predicts whether 44 types of diabetes drugs will be prescribed. …”
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Harnessing the power of social media: transforming nursing education for unmatched academic success by Yasemin Erden, Handan Aydın Kahraman, Bahar Çiftçi

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Transformative agency of students as a resource to form civic consciousness in education system by M. V. Pevnaya, A. N. Tarasova, D. F. Telepaeva, D. S. Protasov

“…The aim of the article is to assess the real practices and potential of civic participation of students in the Sverdlovsk region, identifying the sociocultural features of civic consciousness of high school students and students through the prism of their transformative agency and identifying the conditions of the educational environment for the expansion of youth prosocial activity in the interests of territorial development.Methodology and research methods. …”
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The integrating role of digital staff maturity in a balanced digital transformation model. by I. M. Stepnov, M. Yu. Telegina

“…The article is devoted to the theoretical and methodological substantiation of the integrating role of digital maturity of   personnel in the processes of modern transformations of industrial enterprises. The subject of the study was the assessment of the role of company employees within the framework of the proposed balanced digital transformation (DT) model, and its purpose is to establish the relationship between the digital maturity (DM) of employees and methods of its formation, taking into account the priorities of a balanced DT. …”
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Digital Transformation in Guidance and Counseling: The Influence of Website Media on Students’ Self-Awareness by Dona Fitri Annisa, Prio Utomo, Augusto da Costa

“…Digital transformation in guidance and counseling leverages website media to enhance students’ self-awareness, adapting to technological advancements in education. …”
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CLMT: graph contrastive learning model for microbe-drug associations prediction with transformer by Liqi Xiao, Junlong Wu, Liu Fan, Lei Wang, Xianyou Zhu, Xianyou Zhu

“…By integrating multi-view contrastive learning and Transformer-based encoding, CLMT effectively mitigates data sparsity issues, significantly outperforming existing methods. …”
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Exploration of the soliton solutions of the (n+1) dimensional generalized Kadomstev Petviashvili equation using an innovative approach by Bahadır Kopçasız, Fatma Nur Kaya Sağlam, Hasan Bulut, Taha Radwan

“…We are interested in the new auxiliary equation method (NAEM). We reduce the equation to an ordinary differential equation (ODE) with the help of an appropriate wave transformation and search for different types of soliton solutions. …”
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Transforming reading self-efficacy in EFL Classrooms: The role of task-based instruction by Yohannes Joressa Wordofa, Mulu Geta Gencha, Aregay Meressa Hadgu

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Digital Franchising in the Age of Transformation: Insights from the Motivation-Opportunity-Ability Framework by Tung-Lai Hu, Chuang-Min Chao, Chien-Chih Wu, Chia-Hung Lin, Shu-Che Chi

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Pathogenetic significance of transforming growth factor β1 in patients with colorectal cancer by A. V. Chetveryakov, V. L. Tsepelev

“…We aimed to evaluate levels of transforming growth factor β1 (TGF-β1) in the serum, lymph nodes, and primary tumour in patients with colorectal cancer.Materials and Methods. …”
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Exploring Darcy dissipation modulation of nanofluid with titanium dioxide (TiO2) and copper (Cu) for enhanced thermal performance in a vertical sheet by P.K. Pattnaik, MD. Shamshuddin, S.R. Mishra, Subhajit Panda

“…In the context of mathematical modeling, using the correspondence alteration method (similarity transformation), the leading equations were renewed into a system of nonlinear ODEs. …”
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Transformation of Melodrama in Turkish Cinema from Yeşilçam to the Present: The Films Innocence and Destiny by Kemal Çelik

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