Predictive Modeling of Surface Subsidence Considering Different Environmental Risk Zones by Yunsong Li, Yongjun Qin, Liangfu Xie, Yangchun Yuan, Jie Ran

“…Establish the integrated impact zoning of underground mining environmental risk through spatial superposition and risk quantification, and divide the construction environment into high-risk, middle-risk, and low-risk region. Adopt four different noise reduction algorithms for data noise reduction on the raw data of the monitoring points at the intervals of different risk zones, and combine the time series prediction as well as the deep learning prediction method to get the prediction model for environmental risk zoning based on the environmental risk zoning. …”
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Method for Automatic Segmentation of Vehicles in Digital Images by Ilya G. Zubov

“…Furthermore, the proposed method was applied to different classes of images from the Pascal VOC database, thus demonstrating the ability to segment objects of other classes.Conclusion. …”
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Confidence interval estimation for the difference of censored zero-inflated gamma distributions by Hongping Guo, Yiran Zhu, Yuhang Qian, Min Wu

“…Secondly, we propose a Box-Cox transformation based method, in which not only the sample data needs to be transformed, but also the detection limit of gamma distribution with censored data accordingly. …”
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Structural and functional characteristics of myocard in patients with different forms of atrial fibrillation by L. I. Vasilyeva, S. O. Pyvovarova, L. V. Sapozhnychenko, O. S. Kalashnykova, V. G. Dzyak

“…Atrial fibrillation is a progressive disease: the duration of paroxysms increases over time and paroxysmal atrial fibrillation transforms to persistent, the last one becomes refractory to pharmacological and electrical cardioversion in time and transforms to permanent. …”
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In-vivo Raman microspectroscopy reveals differential nitrate concentration in different developmental zones in Arabidopsis roots by Alma Fernández González, Ze Tian Fang, Dipankar Sen, Brian Henrich, Yukihiro Nagashima, Alexei V. Sokolov, Sakiko Okumoto, Aart J. Verhoef

“…Finally, optical nitrate biosensors have very good (in-vivo) sensitivity (below 1 mM) and cellular-level spatial resolution, but require plant transformation, limiting their applicability. In this work, we apply Raman microspectroscopy for high-dynamic range in-vivo mapping of nitrate in different developmental zones of Arabidopsis thaliana roots in-situ. …”
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Effect of Different Coloring Procedures on the Aging Behavior of Dental Monolithic Zirconia by Check Agingu, Neng-wu Jiang, Hui Cheng, Hao Yu

“…This study aimed to investigate the effect of different coloring procedures on the aging behavior of dental monolithic zirconia. …”
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A weighted difference loss approach for enhancing multi-label classification by Qiong Hu, Masrah Azrifah Azmi Murad, Azreen Bin Azman, Nurul Amelina Nasharuddin

“…To address this, we introduce a novel Weighted Difference Loss (WDL) framework. WDL operates on three core principles: (1) transforming labels into a normalized distribution to model their relative proportions; (2) computing learnable, weighted differences across this distribution to explicitly capture inter-label dynamics and trends; and (3) employing a label-shuffling augmentation to ensure the model learns intrinsic, order-invariant relationships. …”
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Manifestation of intellectual competencies when solving cognitive tasks of different types by Olga V. Shcherbakova, Daria N. Makarova

“…Differences in manifestations of ICs while solving tasks of different types were found for “transformative efforts” only. …”
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Improving Moving Insect Detection with Difference of Features Maps in YOLO Architecture by Angel Gomez-Canales, Javier Gomez-Avila, Jesus Hernandez-Barragan, Carlos Lopez-Franco, Carlos Villaseñor, Nancy Arana-Daniel

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Empirical and diffusion models of rehydration process of differently dried pumpkin slices by A. Benseddik, A. Azzi, M.N. Zidoune, R. Khanniche, C. Besombes

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Food outlet availability differs according to area socioeconomic status in Denmark by Kamille Almer Bernsdorf, Henrik Bøggild, Mette Aadahl, Ulla Toft

“…Abstract Background Disparities in access to specific foods may contribute to inequalities in diet-related diseases seen at a global and National level. Methods Based on aggregated population data on income, education, and employment, area-level socioeconomic differences in food outlet availability were analyzed for 53,368 study participants residing across parishes in the Capital Region of Denmark. …”
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Indicators of the psycho-emotional status of adolescents khakassia with different online behavior by L. S. Evert, N. Yu. Grishkevich, Yu. R. Kostyuchenko, S. A. Bakhshieva

“…The purpose of the study is to conduct a comparative analysis of the features of psycho-emotional characteristics of teenagers in Khakassia with different online behavior. Materials and methods. In the period from April to October 2021, random samples of students from 3 schools in the city of Abakan were examined in the amount of 393 people (46.3% boys and 53.7% girls) aged 12-18 years (average age 14.5±1, 3). …”
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A Low-Complexity Transformer-CNN Hybrid Model Combining Dynamic Attention for Remote Sensing Image Compression by L. L. Zhang，X. J. Wang，J. H. Liu, Q. Z. Fang

“…However, conventional CNN is complex to adaptively capture important information from different image regions. In addition, previous transformer-based compression methods have introduced high computational complexity to the models. …”
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Effects of Different Raw Materials in the Synthesis of Boehmite and γ- and α-Alumina by Isabel Padilla, Sol López-Andrés, Aurora López-Delgado

“…This precursor was prepared by a precipitation method employing different raw materials in order to study their effect on the synthesis process and several characteristics of the materials, such as the crystallite size, the thermal behavior, and the surface area. …”
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Kinetics of Different Substituted Phenolic Compounds’ Aqueous OH Oxidation in Atmosphere by Dandan Hu, Zixuan Wang, Eleonora Aruffo, Xuanli Dai, Zhuzi Zhao, Zhaolian Ye

“…This study selected ten different substituted phenolic compounds (termed as PhCs) emitted from biomass burning as precursors, to investigate the kinetics using OH oxidation reactions under simulated sunlight. …”
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Reactive microencapsulation of carbon allotropes in polyamide shell-core structures and their transformation in hybrid composites with tailored electrical properties by F. Oliveira, N. Dencheva, P. Martins, S. Lanceros-Mendez, Z. Denchev

“…Mechanical tests in tension and electrical conductivity measurements showed that transforming loaded PAMC into composites by melt processing could be a facile and rapid method to fabricate polyamide composites with improved mechanical performance and tailored electrical and dielectric properties.…”
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Expression of gus and gfp genes in amphidiploid spelt wheat (Triticum spelta L.) after Agrobacterium-mediated transformation by А. В. Кирієнко, М. В. Кучук, Н. Л. Щербак, М. Ф. Парій, Ю. В. Симоненко

“…The use of vacuum infiltration and inoculation methods for spelt genetic transformation gave different results. …”
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Diagnostic Model for Transformer Core Loosening Faults Based on the Gram Angle Field and Multi-Head Attention Mechanism by Junyu Chen, Nana Duan, Xikun Zhou, Ziyu Wang

“…Aiming to address the problems of difficulty in selecting characteristic quantities and the reliance on manual experience in the diagnosis of transformer core loosening faults, a diagnosis method for transformer core looseness based on the Gram angle field (GAF), residual network (ResNet), and multi-head attention mechanism (MA) is proposed. …”
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Sounds like gambling: detection of gambling venue visitation from sounds in gamblers’ environments using a transformer by Kenji Yokotani, Tetsuya Yamamoto, Hideyuki Takahashi, Masahiro Takamura, Nobuhito Abe

“…Hence, we propose an objective digital measurement method using a transformer, a state-of-the-art machine learning approach, to detect total gambling venue visitations for gamblers who visit multiple gambling venues using sounds in gamblers’ environments. …”
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Multi-stream feature fusion of vision transformer and CNN for precise epileptic seizure detection from EEG signals by Qi Li, Wei Cao, Anyuan Zhang

“…Methods Our study proposes an epilepsy detection model, CMFViT, based on a Multi-Stream Feature Fusion (MSFF) strategy that fuses a Convolutional Neural Network (CNN) with a Vision Transformer (ViT). …”
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