SET: A Shared-Encoder Transformer Scheme for Multi-Sensor, Multi-Class Fault Classification in Industrial IoT by Kamran Sattar Awaisi, Qiang Ye, Srinivas Sampalli

“…Our experimental results indicate that SET consistently outperforms baseline methods, including Long Short-Term Memory (LSTM), Convolutional Neural Network (CNN)-LSTM, and Multilayer Perceptron (MLP), as well as the proposed comparative variant of SET, Multi-Encoder Transformer (MET), in terms of accuracy, precision, recall, and F1-score across different fault intensities. …”
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CloudTran++: Improved Cloud Removal from Multi-Temporal Satellite Images Using Axial Transformer Networks by Dionysis Christopoulos, Valsamis Ntouskos, Konstantinos Karantzalos

“…We present a method for cloud removal from satellite images using axial transformer networks. …”
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HNF-DDA: subgraph contrastive-driven transformer-style heterogeneous network embedding for drug–disease association prediction by Yifan Shang, Zixu Wang, Yangyang Chen, Xinyu Yang, Zhonghao Ren, Xiangxiang Zeng, Lei Xu

“…Experimental results on two benchmark datasets demonstrate that HNF-DDA outperforms several state-of-the-art methods. Additionally, it shows superior performance across different dataset splitting schemes, indicating HNF-DDA’s capability to generalize to novel drug and disease categories. …”
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Success and limitations in adaptation of Fast-TrACC tissue culture-independent transformation in coffee, cotton, and tree tobacco. by Boaz Negin, Laura Daniela Martin-Lesmes, Georg Jander

“…Coffee was not receptive to this transformation method, and cotton was amenable to callus formation but did not exhibit gene insertions in the newly-formed shoots. …”
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Semantic Transformations of Word <i>bomb</i> and Its Derivatives as a Reflection of Shifts in the Linguistic Picture of World by E. A. Kitanina, D. S. Trukhanova

“…Cases of transformation of the connotative halo of the words under consideration are noted. …”
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Impact of Adding Fast Switching Fault Current Limiter (FSFCL) to the Neutral Point of 220 kV Transformer by Lujian Dai, Jun Zhao, Meng Guo, Shuguo Gao, Chenmeng Xiang, Bin Wei, Weiqi Qin, Guoming Ma, Yuan Tian

“…The paper first analyzes the current-limiting performance of the FSFCL under different installation configurations, transformer operating conditions, and fault conditions through theoretical calculations. …”
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Digital Transformation for Sustainability in Industry 4.0: Alleviating the Corporate Digital Divide and Enhancing Supply Chain Collaboration by Qi Li, Weijian Tian, Hua Zhang

“…The swift advancement of digital technologies under Industry 4.0 has significantly transformed business operations and supply chain management. …”
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The Comparison of De Novo Grade 3 Follicular Lymphoma and Transformed Grade 3 Follicular Lymphoma: Own Data by LV Plastinina, AM Kovrigina, TN Obukhova, ES Nesterova, AU Magomedova, YaK Mangasarova, AE Misyurina, FE Babaeva, SM Kulikov, AI Vorob’ev, SK Kravchenko

“…We described the morphological, immunohistochemical and cytogenetical characteristics of grade 3 de novo FL and grade 3 FL, transformed from grades 1 or 2. The described variants show different sensitivity to immunochemotherapy.…”
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Transforming a Cantilever with Fixed Joints into Trussed Configurations: A Case Study in Creative Design Thinking & Prototyping by Filz Günther H., Eberle Robert, Nagl Pia V., Weinold Thomas

“…In this study, a Y-shaped, polyhedral cantilever with fixed joints was transformed into five different trussed configurations using universal joints. …”
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The TDGL Module: A Fast Multi-Scale Vision Sensor Based on a Transformation Dilated Grouped Layer by Leilei Xie, Fenghua Zhu, Zhixue Wang

“…Traditional spatial pyramid pooling methods fuse multi-scale feature information but lack adaptability in dynamically adjusting convolution operations based on their actual needs. …”
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Temporal change of urea biochemical transformations and temperature sensitivity of ammonia volatilization in soil textural classes in the brazilian Cerrado by Mateus Henrique dos Santos Diniz, Fernando César Ferreira, Adão de Siqueira Ferreira

“…IntroductionSoil biochemical transformation of urea has important impacts on nitrogen (N) use efficiency in agricultural systems and environmental pollution, mainly due to N losses through ammonia volatilization (AV).MethodsThe present study aimed to evaluate and model the biochemical transformation of urea and ammonia volatilization in response to different urea doses and temperature conditions over time in sandy loam (SL) and sandy clay loam (SCL) soils in the Brazilian Cerrado. …”
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Abstract 256: Proposal of multimodal CT‐based scoring system in prediction of hemorrhagic transformation in acute ischemic stroke by Nada Elsaid

“…Conclusion Multimodal CT‐based scoring system may provide highly reliable predictive model of hemorrhagic transformation in acute ischemic stroke.…”
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LKDA-Net: Hierarchical transformer with large Kernel depthwise convolution attention for 3D medical image segmentation. by Ming Li, Jingang Ma, Jing Zhao

“…This network adopts a large-kernel depthwise convolution attention mechanism to simulate the self-attention mechanism of Transformers. Firstly, inspired by the Swin Transformer module, we investigate different-sized large-kernel convolution attention mechanisms to obtain larger global receptive fields, and replace the MLP in the Swin Transformer with the Inverted Bottleneck with Depthwise Convolutional Augmentation to reduce channel redundancy and enhance feature expression and segmentation performance. …”
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Transformation of nutrients and heavy metals during vermicomposting of the invasive green weed Salvinia natans using Eisenia fetida by W. Roshan Singh, Ajay S. Kalamdhad

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Accelerating sustainable transformation in sub-Saharan Africa: the role of clean energy, digitalization, foreign direct investment, and industrialization by Abdikafi Hassan Abdi, Abdikafi Hassan Abdi, Mohd Azlan Shah Zaidi, Mandeq Abdullahi Hassan, Seadya Ahmed

“…It applies econometric techniques including the pooled mean group estimator and method of moments quantile regression.ResultsThe analysis affirms the transformative potential of renewable energy, which significantly reduces both ecological footprints and environmental pollution. …”
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Determination of Salivary CD44 as a Noninvasive Diagnostic Biomarker to Predict Malignant Transformation of Oral Submucous Fibrosis by Rajalakshmi Rakshanaa, Nalini Aswath, Vijayalakshmi Ramshankar, Soundarya Ravindran, K. Mehanathan

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Kodaira-Spencer anomalies with Stora-Zumino method by Davide Rovere

“…Namely, an anomaly, which was computed using different methods, is proved to be a consistent brst anomaly, thereby supplementing a conclusion in a previous analysis.…”
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FFT Consolidated Feature Space Methods for Image Ｒepresentation by SUN Ling, CHEN De-yun, LI Ao, FU Lijun, YANG Ｒun, YU Liang

“…Fast Fourier Transform ( FFT) method has been widely used in image recognition. …”
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Transforming waste into stability: improving the soft clay soil with polyethylene terephthalate (PET) column as a sustainable solution by Ng Jun Shen, Muzamir Hasan

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Migration and Transformation of Heavy Metals During the CO₂-Assistant Thermal Treatment of Oily Sludge by Jiantao Li, Fawei Lin, Xuan Guo, Chujun Luan, Hongdi Yu, Rundong Li, Beibei Yan, Guanyi Chen

“…This study explored the migration and transformation of HMs from OS under varying conditions (i.e., temperature, constant-temperature duration time, and different ratios of O₂ and CO₂). …”
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