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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Compositional transformations can reasonably introduce phenotype-associated values into sparse features by George I. Austin, Tal Korem

“…Microbiome data are multivariate, and as such, a value of 0 carries a different meaning for each sample. Many transformations, including CLR and other batch-correction methods, are likewise multivariate, and, as these issues demonstrate, each individual feature should be interpreted with caution.IMPORTANCEGihawi et al. claim that finding that a transformation turned highly sparse (mostly zero) features into features that are associated with a phenotype is sufficient to conclude that there is information leakage and to invalidate an analysis. …”
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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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TRANSFORMATION OF CHAN-BUDDHIST MOTIFS IN MONASTERY POETRY OF THE SONG DYNASTY (GENDER ASPECT) by Anna V. Ryzhkova

“…To achieve this goal, several methods were used – hermeneutic, historical and cultural, historical and literary, comparative methods as well as semantic and poetical analysis. …”
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Text2Layout: Layout Generation From Text Representation Using Transformer by Haruka Takahashi, Shigeru Kuriyama

“…Recent advanced Text-to-Image methods still require much work to specify all labels and detailed layouts of objects to obtain an accurate planned image. …”
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Streamlining a Patchwork - Exploring the Challenges of Digital Transformation in Pathology: Ethnographic Study by Birte Linny Geisler, Ourania Amperidou, Sina Patricia Pauly, Sven Mattern, Christian M Schürch, Claudia Hermann, Christiane Stoffregen, Ilona Steinleitner, Natali Paigin, Claudia Lamß, Falko Fend, Monika A Rieger, Esther Rind, Christine Preiser

“…Data were collected in 3 field phases between July 2022 and December 2023, representing different stages of the digital transformation. Data were analyzed using the reflexive thematic analysis method of Braun and Clarke. …”
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Eugene Onegin Film Adaptations: The Loss or Transformation of Alexander Pushkin’s Poetic Code? by S. V. Rudakova

“…The author used the semiotic approach, as well as comparative, cultural-semiotic, descriptive, and intertextual methods, to study the transformation of Pushkin’s poetic code on different levels in the context of its visual interpretations. …”
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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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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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WIDEBAND TRANSFORMER FOR MATCHING OF LOW-IMPEDANCE LOADS IN VERY HIGH FREQUENCY RANGE by N. M. Naumovich, A. P. Joubko, M. V. Davydov, O. S. Maltsev

“…The reason of that is an impossibility of appliance standard methods with using a network vector analyzer. The prototyping was done and values of the standing wave ratio and inserting losses were obtained for different levels of the input power. …”
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Detection and classification of ChatGPT-generated content using deep transformer models by Mahdi Maktabdar Oghaz, Lakshmi Babu Saheer, Kshipra Dhame, Gayathri Singaram

“…We assessed the efficacy of different models in detecting and classifying AI-generated content, with a particular focus on transformer-based architectures.ResultsExperimental results demonstrate that the proposed RoBERTa-based custom deep learning model achieved an F1-score of 0.992 and an accuracy of 0.991, followed by DistilBERT, which yielded an F1-score of 0.988 and an accuracy of 0.988. …”
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Evaluation of Feature Transformation and Machine Learning Models on Early Detection of Diabetes Mellitus by Ahmed Ali Linkon, Inshad Rahman Noman, Md Rashedul Islam, Joy Chakra Bortty, Kanchon Kumar Bishnu, Araf Islam, Rakibul Hasan, Masuk Abdullah

“…The increasing prevalence of diabetes necessitates the development of effective early detection methods to mitigate its health impacts. This paper investigates the impact of feature transformation and machine learning (ML) models on the early detection of diabetes using a binary tabular classification dataset. …”
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Spatio-temporal transformer and graph convolutional networks based traffic flow prediction by Jin Zhang, Yimin Yang, Xiaoheng Wu, Sen Li

“…Firstly, most current methods rely on Graph Convolutional Networks (GCNs) to extract spatial correlations, typically using predefined adjacency matrices. …”
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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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Encrypted and Hiding Information in Digital Images using Wavelet Transformation and LSB Technology by Ahmed Saleh Al-Badrani

“…This research provides a way to hide data (which is a text file) after is encrypted adoption method (Keyword Mixed Transposition) to produce cipher text is included in Low–High coefficient wavelet transform and get a good quality image and the possibility of recovering fully embedded message and decoded without relying on the original image. …”
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Geochemical approach to the study of spatial relations and transformation of landscapes (the example of Western Caucasus) by Viktor Aleksandrovich Shalnev, Ekaterina Aleksandrovna Lyashenko, Viktoria Viktorovna Melnychuk, Alexander Aleksandrovich Tokarev

“…The index values in most of the facies (except fir forests) testify to the predominance of unstable and weakly stable relations, they are more dependent on external factors and a predisposition to processes of transformation. The indices of tension bioecosystem ties allowed the typology of geochemical environments for the different facies of medium and high mountains landscapes.…”
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Image rain removal network based on checkerboard transformer and CNN hybrid mechanism. by Yutian Yang, Jianyu Lin, Xinyue Dai, Zhipei Zhang, Shuijin Zhang, Yingyu Chen, Guangxin Kong, Xin Li

“…The network seamlessly integrates the advantages of Transformer and fitted neural network (CNN) in a checkerboard architecture, fully utilizing the global modeling capability of Transformer and the local feature extraction efficiency of CNN.ChessFormer adopts a multilevel feature extraction and progressive feature fusion strategy to efficiently achieve the rain line while preserving the We design a multidimensional transposed attention (MSTA), which enhances the network fusion for different rain patterns and mechanism image textures by combining self-attention with gated phase operation. …”
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Cross-attention swin-transformer for detailed segmentation of ancient architectural color patterns by Lv Yongyin, Yu Caixia

“…These methods struggle with balancing precision and computational efficiency, especially when dealing with complex patterns and high-resolution images.MethodsTo address these limitations, we propose a novel segmentation model that integrates a hierarchical vision transformer backbone with multi-scale self-attention, cascaded attention decoding, and diffusion-based robustness enhancement. …”
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Authoritarian continuity. HIV/AIDS policies as revealing the (non)transformations of the state in Cameroon by Larissa Kojoué

“…The present article examines political practice in Cameroon, its transformations and variations through a sociological analysis of public HIV/AIDS action targeting children. …”
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ENHANCING HEALTHCARE IN PANGASINAN: SIMULATING BLOCKCHAIN’S SMART CONTRACT SECURITY FOR DIGITAL TRANSFORMATION by Lenigrace Mecias, Thelma D. Palaoag

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