THE POSTMODERN CITY TEXT IN SERHIY ZHADAN’S POETICS by Tetiana M. Starostenko., Ianina V. Gurtova

“…The research methods include hermeneutical, historical, literary, cultural methods and the method of contextual analysis. …”
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Machine-Learning-Based Integrated Mining Big Data and Multi-Dimensional Ore-Forming Prediction: A Case Study of Yanshan Iron Mine, Hebei, China by Yuhao Chen, Gongwen Wang, Nini Mou, Leilei Huang, Rong Mei, Mingyuan Zhang

“…The SHAP index and three-dimensional explicit geological models were used to conduct an in-depth analysis of the contributions of different feature variables in the mineralization process of the Yanshan Iron Mine. …”
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GraphVelo allows for accurate inference of multimodal velocities and molecular mechanisms for single cells by Yuhao Chen, Yan Zhang, Jiaqi Gan, Ke Ni, Ming Chen, Ivet Bahar, Jianhua Xing

“…GraphVelo preserves vector magnitude and direction information during transformations across different data representations. …”
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A framework for assessing the impact of health research from a broad population perspective by Alessandra Buja, Chiara Bertoncello, Mirko Claus, Kreald Demiraj, Massimo Castoro, Tatjana Baldovin, Vincenzo Baldo, Gianfranco Damiani, Silvia Cocchio

“…Conclusions: the framework reflected the views of different stakeholders, favoring the development of the positive, proactive relationships essential to orienting the process of transforming the evidence emerging from research into action for health.…”
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Selection of location of radiators in a non-equivident antenna array by N. M. Legkiy, N. V. Mikheev

“…A model of a non-equidistant antenna array and calculation formulas for its analysis are presented. The method presented in the work based on iterative calculation methods makes it possible to select the main parameters of a non-equidistant PAR taking into account the bonds formed between neighboring radiating elements. …”
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The Steel Surface Multiple Defect Detection and Size Measurement System Based on Improved YOLOv5 by Yiming Xu, Ziheng Ding, Wang Li, Kai Zhang, Le Tong

“…Firstly, in consideration of the defect location and direction correlation in the production process, a coordinate attention mechanism is added at the head of YOLOv5 to strengthen the spatial correlation of the steel surface and an adaptive anchor box generation method based on defect shape difference feature is proposed, which realizes the detection of three main types of defects on the Pytorch deep learning framework. …”
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Adapting an English Corpus and a Question Answering System for Slovene by Uroš Šmajdek, Matjaž Zupanič, Maj Zirkelbach, Meta Jazbinšek

“…We then assess the translated datasets using various transformer-based QA models, examining the differences between the datasets and model configurations. …”
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Realistic electric field characterization of clinically used deformable large TMS coils in a large cohort by Torge Worbs, Bianka Rumi, Kristoffer H. Madsen, Axel Thielscher

“…This also affected the electric field calculated in the cortex, with a median peak difference of ∼16 %. In addition, the new method outperformed grid search-based optimization for maximizing the electric field of a standard Fig. 8 coil in a ROI with a comparable computational complexity. …”
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EFINet: Efficient Feature Interaction Network for Real-Time RGB-D Semantic Segmentation by Zhe Yang, Baozhong Mu, Mingxun Wang, Xin Wang, Jie Xu, Baolu Yang, Cheng Yang, Hong Li, Rongqi Lv

“…Currently, although convolutional neural network (CNN) methods are less accurate than Transformer-based methods, they offer stronger real-time performance under the same computational load. …”
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MYTHOPOETICS AND INTERTEXTUALITY AS A WAY TO EXTEND THE ARTISTIC SPACE IN THE TALE BY THE STRUGATSKY BROTHERS «MONDAY BEGINS ON SATURDAY» by V. Miloslavskaya

“…The tale represents a system of transformations of “the others” texts as well as the authors’ “own” texts, built on different models.…”
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Use me wisely: AI-driven assessment for LLM prompting skills development by Dimitri Ognibene, Gregor Donabauer, Emily Theophilou, Cansu Koyuturk, Mona Yavari, Sathya Bursic, Alessia Telari, Alessia Testa, Raffaele Boiano, Davide Taibi, Davinia Hernandez-Leo, Udo Kruschwitz and Martin Ruskov

“…Prompting with large language model (LLM) powered chatbots, such as ChatGPT, is adopted in a variety of tasks and processes across different domains. Given the intrinsic complexity of LLMs, effective prompting is not as straightforward as anticipated which highlights the need for novel educational and support methods that are both widely accessible and seamlessly integrated into task workflows. …”
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Breathomics: A Non-Invasive Approach for the Diagnosis of Breast Cancer by Hélène Yockell-Lelièvre, Romy Philip, Palash Kaushik, Ashok Prabhu Masilamani, Sarkis H. Meterissian

“…Key considerations for clinical translation—including patient selection, environmental confounders, and different breath collection methods—will be examined in terms of how each of them affects the breath profile. …”
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Combining graph neural network and Mamba to capture local and global tissue spatial relationships in whole slide images by Ruiwen Ding, Kha-Dinh Luong, Erika Rodriguez, Ana Cristina Araujo Lemos da Silva, William Hsu

“…We compared the model with other state-of-the-art methods for tile-level information aggregation in WSIs, including statistics-based, multiple instance learning (MIL)-based, GNN-based, and GNN-transformer-based aggregation. …”
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Learning the fine-grained code representation for log-level prediction by Zhiyong Zhao, Guodong Fan, Jing Li, Ming Zhu, Haotian Zhang, Hongli Su

“…., the effects of subtle syntactic differences among similar programs and the semantics of different edges, which leads to poor accuracy in log-level prediction. …”
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Evaluation of data processing pipelines on real-world electronic health records data for the purpose of measuring patient similarity. by Maria Pikoula, Constantinos Kallis, Sephora Madjiheurem, Jennifer K Quint, Mona Bafadhel, Spiros Denaxas

“…<h4>Conclusions</h4>Data transformation has downstream and unforeseen consequences in cluster analysis. …”
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Monocular depth estimation via a detail semantic collaborative network for indoor scenes by Wen Song, Xu Cui, Yakun Xie, Guohua Wang, Jiexi Ma

“…First, the contextual features contained in the images are fully captured via the hierarchical transformer structure. Second, a detail‒semantic collaborative structure is established, which establishes a selective attention feature map to extract details and semantic information from feature maps. …”
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LEGAL ASPECTS OF INFORMATION POLICY IN THE MODERN SOCIETY: A COMPARATIVE ANALYSIS by A. V. Mal’ko, O. L. Soldatkina

“…The article contains a comparative analysis of the main directions of the information policy of different states in three areas: information rights and freedoms, e-government and information security. …”
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Enhanced bio‑composting of rice straw using agricultural residues: an alternate to burning by Pardeep Kaur, Gurvinder Singh Kocher, Monica Sachdeva Taggar

“…Methods Rice straw added with fruit waste and rice bran was moistened with sterilized water in five different proportions. …”
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Macromolecular structure development of dry-spinning UHMWPE fibers through the industrial high-ratio hot-drawing process by Fangquan Li, Xin Li

“…The aggregation structure evolution of UHMWPE macromolecules during the high-ratio hot-drawing process was studied by differential scanning calorimeter (DSC), wide-angle X-ray diffraction (WAXD), small angle X-ray scattering (SAXS) and other testing methods. The experimental results demonstrated that the UHMWPE/decalin spinning suspension was extruded from the spinneret hole to form a fine spinning flow, followed by the formation of the transitional-state fibers at different processing stages, and finally the ready-made fibers. …”
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FOR A SOCIOLOGY OF THE MEDITERRANEAN by Francesco Vespasiano

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