Espaços ficcionalizados em Desterro,de Luis S. Krausz: um ensaio em geografia literária by Georg Wink

“…The book offers a range ofsophisticated representations of fictionalized real spaces, some of themrepresenting a past that no longer exists.Through my analysis I will test a specialmethod that has beendeveloped recently under the name of “literary geography”.This approach addresses the relevant questions of text-space relations in general,as well as the different forms of referring to geographical spaces (indicating,suppressing, anonymizing, transforming). …”
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Investigation and analysis of clinical medical undergraduate learning behaviors under different teaching models by Yang-Zheng Lan, Yang-Zheng Lan, Wen-Ting Lin, Zheng Wu, Zheng Wu, Wen-Jia Chen, Wen-Jia Chen, Dan Guo, Shu-Hui Liu, Shu-Hui Liu, Jing Liu, Jing Liu

“…To evaluate the attitude of clinical medical undergraduates on the transformation of education, this study investigates the impact of different teaching models on the learning attitudes of students at Shantou University Medical School, aiming to provide insights into effective educational strategies. …”
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Elevator Running Fault Monitoring Method Based on Vibration Signal by Mingxing Jia, Xiongfei Gao, Hongru Li, Hali Pang

“…According to the one-dimensional characteristics of the vibration signal, this paper proposes an elevator operation fault monitoring method based on one-dimensional convolutional neural network (1-DCNN). …”
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CAPSE-ViT: A Lightweight Framework for Underwater Acoustic Vessel Classification Using Coherent Spectral Estimation and Modified Vision Transformer by Najamuddin NAJAMUDDIN, Usman Ullah SHEIKH, Ahmad Zuri SHA’AMERI

“…Further, the features are processed via a vision transformer (ViT) network. This method enables the model to learn more complex relationships and patterns within the data, thereby improving the classification performance. …”
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Transformation of the Regional Policy of Russia and China under the Conditions of Unequal Development of Regions (1980-2020): a Comparative Historical Study by S. B. Makeeva

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The modern labour market in Poland and the generation. The differences between generations X, Y and Z. by Karolina Martyna Czyczerska, Anna Jadwiga Ławnik, Elżbieta Szlenk-Czyczerska

“…Abstract The contemporary labour market in Poland is undergoing constant transformations, which result from demographic changes, mainly related to the process of population ageing. …”
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Transition characteristics and driving mechanisms of different types of rural settlements in plain agricultural areas by QU Yanbo, HE Xinhan, DONG Xiaozhen, LIU Chunqiang, YANG Yong, LI Yuanchao

“…[Methods] Based on the differential manifestations of rural at the regional and village scales, This paper systematically analyzed the morphological characteristics, transformation process, and driving mechanisms of rural settlements from both the “point” and “plane” perspectives, furthermore, a comparative study was conducted on four typical villages in Fangsi Town, Yucheng City, the plain agricultural area in Shandong Province: urban-rural integrated, agglomeration-enhanced, characteristic development, and preservation-improvement types. …”
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LQ-MixerNeT: A CNN-Transformer Deep Fusion-Based Model for Object Detection in Optical Remote Sensing Images by Wenxuan Zheng, Ying Yang

“…Results demonstrate that our method achieves mAP@0.5 scores of 73.65%, 85.29%, and 83.25%, respectively. …”
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TRENDS IN USE OF THE STEPPE LAND RESOURCES OF STAVROPOL REGION IN DIFFERENT PERIODS OF THE AGRARIAN ECONOMY by Elena V. Pismennaya, Vladimir A. Stukalo

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Spatiotemporal Differences in Regional Tourism Efficiency: An Empirical Study From Guangdong Province, China by Haifei Wang

“…The focus on high-quality development in regional tourism involves not only transforming the previous extensive development model and improving the efficiency of tourism development but also promoting the coordinated development of the tourism industry across different regions. …”
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A Novel Approach for Visual Speech Recognition Using the Partition-Time Masking and Swin Transformer 3D Convolutional Model by Xiangliang Zhang, Yu Hu, Xiangzhi Liu, Yu Gu, Tong Li, Jibin Yin, Tao Liu

“…By adopting a strategy that combines Swin Transformer and 3D convolution, the proposed model enhances performance. …”
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Clinico-psycological characteristics of schizoaffective disorder remission in the context of pathopersonological transformations in the post-manifestation period (a clinical-etholo... by M. Ye. Khomitskyi

“…Results.The clinical-ethological characteristics of the socio-communicative interaction of patients with SAD obtained through postures, facial expressions and gestures have statistically significant differences regarding the characteristics of healthy individuals and indicate the presence of persistent transformations of pathopersonological range. …”
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MDFT-GAN: A Multi-Domain Feature Transformer GAN for Bearing Fault Diagnosis Under Limited and Imbalanced Data Conditions by Chenxi Guo, Vyacheslav V. Potekhin, Peng Li, Elena A. Kovalchuk, Jing Lian

“…Beyond performance metrics, this work also incorporates a Grad-CAM-based interpretability scheme to visualize hierarchical feature activation patterns within the discriminator, providing transparent insight into the model’s decision-making rationale across different fault types. Extensive experiments on the CWRU and Jiangnan University (JNU) bearing datasets validate that the proposed method achieves superior diagnostic accuracy, robustness under limited and imbalanced conditions, and enhanced interpretability compared to existing state-of-the-art approaches.…”
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Sex differences in the impact of frailty on patients with heart failure: A retrospective cohort study by Jiangyue Tian, Zongwei Lin, Xiaoqian Sun, Xiaoning Jia, Yanling Zhang, Guihua Zhang, Jie Xiao, Huixia Lu, Xinyu Zhang

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Differences in Imaging and Histology Between Sinonasal Inverted Papilloma with and Without Squamous Cell Carcinoma by Niina Kuusisto, Jaana Hagström, Goran Kurdo, Aaro Haapaniemi, Antti Markkola, Antti Mäkitie, Markus Lilja

“…<b>Objectives:</b> Sinonasal inverted papilloma (SNIP) is a rare benign tumor that has potential for malignant transformation, usually into squamous cell carcinoma (SCC). …”
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Clothing classification method based on attention mechanism and transfer learning by CHEN Jinguang, HUANG Xiaoju, MA Lili

“…Image dataset was processed by data augmentation of geometric transform and color jitter to improve the generalization ability of the model. …”
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Interfacial oxide analysis of ODS steel pressure resistance welded joint with different times by Xin Jia, Shitong Wei, Yiyi Li, Shanping Lu

“…Pressure resistance welding is one of the most promising welding methods for joining oxide dispersion strengthened steel, and the interfacial oxides significantly affect the weld quality. …”
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Immunohistochemical Study of Laminin-332 γ2 Chain and MMP-9 in High Risk of Malignant Transformation Oral Lesions and OSCC by Eline Manhães Reid Silva, Vanessa Morais Freitas, Willian Grassi Bautz, Liliana Aparecida Pimenta de Barros, Letícia Nogueira da Gama de Souza

“…Here, molecular profile of laminin-332 γ2 chain and matrix metalloproteinase-9 was assessed in oral lesions. Material and Methods: The expression of laminin-332 γ2 chain and matrix metalloproteinase-9 (MMP-9) was examined by immunohistochemistry in 10 patients with high risk of malignant transformation oral lesions and 26 cases of oral squamous cell carcinoma (OSCC). …”
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Effects of honey administration on transforming growth factor beta-1 levels during orthodontic tooth movement in young and older rats by Sri Suparwitri, Paramita Noviasari, Cendrawasih Andusyana Farmasyanti, Ananto Ali Alhasyimi

“…This study aimed to determine how the activity of transforming growth factor beta-1 (TGF-β1) differs between young and old rats and what happens to the TGF-β1 level following honey intake. …”
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Differences in the profile of cytokine expression induced by implantation of oncogenic and non-oncogenic millipore filters by E. Yu. Rybalkina, O. Yu. Susova, T. G. Moizhess

“…There was no quantitative difference in the expression of Nf-κB1 and Nf-κB2 (nuclear factor κ-B1, κ-B2), Tgf-β (transforming growth factor β), IL-10. …”
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