Hyperspectral Image Classification With Re-Attention Agent Transformer and Multiscale Partial Convolution by Junding Sun, Hongyuan Zhang, Jianlong Wang, Haifeng Sima, Shuanggen Jin

“…Compared with the latest CNN-Transformer related method DBCTNet, the proposed method achieves improvements of 1.36%, 0.68%, and 1.38% in overall accuracies, respectively.…”
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Lexico-Semantic and Structural Transformations of Biblical Text when Translated Into Ossetian Language by L. B. Morgoeva

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Balancing innovation and accountability: AI’s transformative influence on logistics in G20 nations by Ya Li, Zheng Guangwen

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Transformation of Water Services: Lessons Learned from Water Privatization in Multiple Countries by Mikail Pehlivan, Nazan Susam

“…This study, which follows the literature review method, aims to examine the reasons underlying the privatization of water services as well as the privatization practices implemented in different countries. …”
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Integrating AI in higher education: transforming teachers' roles in boosting student agency by Devi Prasad Adhikari, Gopal Prasad Pandey

“…This study aimed to assess how AI integration in higher education affects teachers' roles in promoting student agency and to explore how AI has transformed teachers' roles in fostering student agency. …”
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Dual-Branch Spatial–Spectral Transformer with Similarity Propagation for Hyperspectral Image Classification by Teng Wen, Heng Wang, Liguo Wang

“…That is to say, existing Transformer-based methods exhibit certain limitations in retaining and effectively utilizing information throughout their forward transmission. …”
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Spatial Analysis of Digital Transformation on Food Security in Sumatra: Amidst Climate Change by Moh Najikhul Fajri, Backtiar Putra Pratama, Fifi Amilia Wulandari

“…Food security levels are measured using the entropy method, while the effects of digital transformation are assessed through spatial panel regression to capture both spatial and temporal variations.The results indicate that digitalization has a significant positive effect on food security in the long run. …”
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Unsupervised Video Anomaly Detection Using Video Vision Transformer and Adversarial Training by Shimpei Kobayashi, Akiyoshi Hizukuri, Ryohei Nakayama

“…The generator has an encoder based on a video vision transformer and two decoders that independently predict the future frame and optical flow magnitude using feature maps extracted from the encoder at different resolutions. …”
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Research of Online Error Prediction and Parallel Algorithm for Voltage Transformer in Smart Grid by Xin Xianfeng, Chen Rongye, Lin Cong, Liu Qingchan, He Zhaolei, Li Tengbin, Yang Guangrun, Kochan Orest, Karpa Mykhailo

“…This article mainly focuses on the online error prediction and the parallelization method of voltage transformers. First, an optimized multi-layer perceptron model based on the sparrow search algorithm (SSA) is proposed. …”
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KT-Deblur: Kolmogorov–Arnold and Transformer Networks for Remote Sensing Image Deblurring by Baoyu Zhu, Zekun Li, Qunbo Lv, Zheng Tan, Kai Zhang

“…This framework overcomes the constraints of traditional networks’ fixed nonlinear transformations by employing adaptive activation regulation for different blur types through KANs’ differentiable basis functions. …”
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Effect of ultrasonic treatment on structural transformations and mechanical behaviour of amorphous alloys (REVIEW) by Inga E. Permyakova, Elena V. Dyuzheva-Maltseva

“…Ultrasonic treatment is an innovative method for solving these problems. Integration of ultrasonic technology into the technological chain can contribute to the improvement of the operational property of amorphous alloys, the manufacture of parts from them at different scale levels, and high-quality joining with other materials. …”
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Pear Fruit Detection Model in Natural Environment Based on Lightweight Transformer Architecture by Zheng Huang, Xiuhua Zhang, Hongsen Wang, Huajie Wei, Yi Zhang, Guihong Zhou

“…Meanwhile, Xinli No. 7 fruit data set with different environmental conditions is established. …”
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Multiscale Spatial-Spectral CNN-Transformer Network for Hyperspectral Image Super-Resolution by Jiayang Zhang, Hongjia Qu, Junhao Jia, Yaowei Li, Bo Jiang, Xiaoxuan Chen, Jinye Peng

“…Furthermore, in order to fully exploit the global contextual consistency in HSIs, we introduce a sparse spectral transformer module. This module processes the previously obtained local spatial-spectral features, thoroughly exploring the elaborate global interrelationship and long-range dependencies among different spectral bands through a coarse-to-fine strategy. …”
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Dual scale light weight cross attention transformer for skin lesion classification. by Dhirendra Prasad Yadav, Bhisham Sharma, Shivank Chauhan, Julian L Webber, Abolfazl Mehbodniya

“…Furthermore, we applied a fusion strategy for the different scale spatial features. After that, enhanced features are fed to the lightweight transformer encoder for global attention. …”
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Scenarios of Carbon Capture and Storage Importance in the Process of Energy System Transformation in Poland by Aurelia Rybak, Jarosław Joostberens

“…The research presented here analyses the importance of CCS in energy transformation. This article proposes adapting the energy transformation method to the structure of the energy mix and conditions prevailing in a specific country. …”
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Harmonic Current Effect on Vibration Characteristics of Oil-Immersed Transformers and Their Experimental Verification by Dexu Zou, Jian Hao, Weiju Dai, Guochao Qian, Haoruo Sun, Jing Xu

“…Finally, through a rigorous experimental analysis of transformer vibrations under harmonic currents, this research elucidates the variation patterns of characteristic vibration parameters of transformers under different harmonic currents. …”
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Transforming winemaking waste: grape pomace as a sustainable source of bioactive compounds by Anna Karastergiou, Anne-Laure Gancel, Michael Jourdes, Pierre-Louis Teissedre

“…Total polyphenol content (TPC) was measured using the Folin–Ciocalteu method, while phenolic profiling—covering phenolic acids, flavonoids (flavan-3-ols, anthocyanins, flavonols) and stilbenes—was conducted using HPLC-DAD-ESI-QQQ. …”
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Participatory democracy and civil society: Transforming societal decision-making in the information age by Auli Keskinen

“…Furthermore, author sets to analyse "different ways", "different truths" which could work for the development of teledemocracy, the type of democracy, which, given the usage of ICT as a tool, might hand the reins of self-governance over to society, introduce the right of direct participation of every citizen in political agenda-setting, hence help transform a modern representative democracy into the participatory democracy. …”
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Memory Mining and Spatial Transformation of Daily Landscape in Renewal of Tianjin Old City by Chunyan ZHANG, Xinyi ZHANG, Tianying HOU

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Digital transformation of modern corporation management tools: the current state and development paths by V. A. Laptev, S. Yu. Chucha, D. R. Feyzrakhmanova

“…The methodology of this study was based on the following methods of scientific knowledge: general scientific empirical methods (observation (over the course of development of the use of digital technologies in corporate law), comparison (of the effectiveness of the use of digital technologies in corporate law of different countries)); methods of theoretical knowledge (analysis (of advantages and disadvantages of digitalization of individual institutions of corporate law), formal legal method (in the formulation and research of various concepts, determination of their characteristics and classification), theoretical modeling (of the prospects and areas of possible application of digital technologies in corporate law).The main results. …”
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