Global–Local Multigranularity Transformer for Hyperspectral Image Classification by Zhe Meng, Qian Yan, Feng Zhao, Gaige Chen, Wenqiang Hua, Miaomiao Liang

“…In addition, we introduce a multigranularity spectral feature extraction block to fully leverage spectral information across different granularities. The validity of the proposed method is demonstrated through experimental validation using seven publicly available datasets, which include two Chinese satellite hyperspectral datasets (ZY1-02D Huanghekou and GF-5 Yancheng) and one UAV-based hyperspectral dataset.…”
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Generalization of Beckmann’s Transformation for Traffic Assignment Models with Asymmetric Cost Functions by Matthieu Marechal, Louis de Grange

“…The proposed formulation is a generalization of Beckmann’s transformation that can incorporate network links with multivariate vector cost functions to capture the asymmetric interactions between the flows and costs of the different links. …”
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The influence of transformational leadership, organizational culture, and employee engagement on turnover intention by Rhian Indradewa, Santiajie Santiajie

“…For further research, it is suggested to examine other hospital that face the same problem which may produce different findings; conduct research on relatively similar objects, such as leasing which also faces the same problem, and add the concept of transformational leadership, organizational culture, and employee engagement, turnover intention, job satisfaction and others for further research.…”
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Exploring the financial impact of digital transformation: A comprehensive analysis on firms by Melih Sefa Yavuz, Hasan Sadık Tatlı, Gözde Bozkurt

“…In the first stage, keywords related to digitalization are extracted from annual reports through text mining, and digital transformation strategies in five different sectors are analyzed. …”
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Transformation of Activities and Space in Malay Kampong as Heritage Kampong in Semarang City by Rina Kurniati, Novia Sari Ristianti, Santy Paulla Dewi, Rosa Calista Prihestiwi

“…Development of the city and the modernization causes social, economic and environmental changes and causes spatial transformation in the urban kampoong. The spatial transformation cannot be generalized and have different forms. …”
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Multi-Level Thresholding Based on Composite Local Contour Shannon Entropy Under Multiscale Multiplication Transform by Xianzhao Li, Yaobin Zou

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SSATNet: Spectral-spatial attention transformer for hyperspectral corn image classification by Bin Wang, Gongchao Chen, Juan Wen, Linfang Li, Songlin Jin, Yan Li, Ling Zhou, Weidong Zhang

“…To address these issues, this paper proposes a spectral-spatial attention transformer network (SSATNet) for hyperspectral corn image classification. …”
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Rapid diagnosis of rheumatoid arthritis and ankylosing spondylitis based on Fourier transform infrared spectroscopy and deep learning by Wei Shuai, Xue Wu, Chen Chen, Enguang Zuo, Xiaomei Chen, Zhengfang Li, Xiaoyi Lv, Lijun Wu, Cheng Chen

“…Here, this study utilized Fourier transform infrared (FTIR) spectroscopy on dried serum samples and achieved early diagnosis of rheumatoid arthritis and ankylosing spondylitis based on deep learning models. …”
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Determination of Steel Losses and Optimization of the Thickness of the Transformer Magnetic Conductor Sheets by S. M. Plotnikov

“…It is shown that the charted idling losses of transformers manufactured by different manufacturers differ by more than 30 % and can be rounded and underestimated; therefore it is advisable to obtain this parameter as a result of an experiment (idling experiment).…”
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Digital transformation and agricultural transportation synergy resilience: path and spatial effects by GenLin Zhang, JunJie Chai, Jie Xie

“…Spatial analysis further confirms notable positive spillover effects (β = 0.483, p < 0.01), especially in eastern coastal provinces.Originality/valueThis paper proposes a synergistic effect analysis framework combining digitization and regional differences, which provides a new perspective and method for academic research in related fields. …”
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Improved Multi-Grained Cascade Forest Model for Transformer Fault Diagnosis by Yiyi Zhang, Yuxuan Wang, Jiefeng Liu, Heng Zhang, Xianhao Fan, Dongdong Zhang

“…Moreover, the proposed method still has high fault diagnosis accuracy for datasets of different sizes.…”
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An enhanced protection scheme for power transformers integrating alpha plane analysis by Ahmed S. Sayed, Ehab M. Nabil, Almoataz Y. Abdelaziz, Mohit Bajaj, Ievgen Zaitsev

“…Abstract Power transformers play a critical role in electric power systems by facilitating connections between subsystems with different voltage levels. …”
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System-Dynamic Modeling of the Process of Transforming the Number of Non-Tax Payments by K. V. Ekimova, A. I. Borodin, M. S. Gordienko

“…When there is no common approach to classification and regulation of non-tax payments in Russia, system-dynamic modeling can be an effective method of analysis and transformation of this fiscal subsystem. …”
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Transformation of Perturbations in Supersonic Gas Flow Subject to Oblique Shock Wave by Andriy A. Avramenko, Igor V. Shevchuk, Margarita M. Kovetskaya, Yulia Y. Kovetska, Andrii I. Tyrinov, Dmytro V. Anastasiev

“…Therefore, it is important to be able to correctly assess the intensity of these transformations. In this work, for the first time, a method has been proposed that allows us to estimate the dynamics of variation of disturbances of flow parameters when passing through an oblique shock wave. …”
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Prediction of Transformer Residual Flux Based on J-A Hysteresis Theory by Qi Long, Xu Yang, Keru Jiang, Changhong Zhang, Mingchun Hou, Yu Xin, Dehua Xiong, Xiongying Duan

“…A simulation model combining the J-A model and classical transformer is constructed using PSCAD/EMTDC to predict the residual flux of the transformer at different closing angles. …”
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Hierarchical attention transformer provides assistant suggestions for orbital rejuvenation surgery by Xiang Lian, Xiang Lian, Xiang Lian, Xin Hu, Guannan Li, Siqi Wu, Yihao Liu, Ke Qin, Kai Liu, Kai Liu, Kai Liu

“…This study aims to develop and evaluate an AI-based decision-making system for periocular cosmetic surgery, utilizing a Hierarchical Attention Transformer (HATrans) model designed for multi-label classification in periocular conditions, allowing for home-based early aging identification.MethodsThis cross-sectional study was conducted at the Department of Plastic and Reconstructive Surgery at Shanghai Jiao Tong University School of Medicine’s Ninth People’s Hospital from September 1, 2010, to April 30, 2024. …”
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Construction of genetic transformation system mediated by Agrobacterium rhizogenes in Vaccinium corymbosum by WU Tingting, LIU Liangqin, JIANG Yanqin, GE Chunfeng, TIAN Liangliang, LIU Mengxi, ZENG Qilong, YU Hong

“…Inspired by the RAPID method, we established an Agrobacterium rhizogenes transformation system for blueberry (Vaccinium corymbosum) stem segments. …”
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A multi-model approach for estimation of ash yield in coal using Fourier transform infrared spectroscopy by Sameeksha Mishra, Anup K. Prasad, Arya Vinod, Anubhav Shukla, Shailayee Mukherjee, Bitan Purkait, Atul K. Varma, Bhabesh C. Sarkar

“…A novel approach that uses mid-infrared Fourier Transform Infrared spectroscopy (FTIR) (optical technique) data in the range of 1450–350 cm-1 to identify spectrally sensitive zones (fourteen selective absorption bands) and to predict the ash yield in coal samples is presented. …”
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“Narrative Transformations” in Texts of Non-Classical Artistic Paradigm (Cinema, Literature) by E. V. Abramovskikh

“…Typologically similar trends in the use of “narrative transformations” in literature and cinema are shown. The fundamental difference of their implementation in various symbolic systems is commented. …”
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Analysis of tripartite evolutionary game in the digital transformation of China's rural industries by Xu Weiwei

“…IntroductionPromoting the digital transformation of rural industry is a necessary path for the modernization and development of agriculture and rural areas.MethodsBased on the evolutionary game theory, this study constructs a tripartite evolutionary game model of the government, digital technology suppliers, and rural industry subjects. …”
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