Land Cover Classification Model Using Multispectral Satellite Images Based on a Deep Learning Synergistic Semantic Segmentation Network by Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, José J. M. Machado, João Manuel R. S. Tavares

“…The post-processing scheme includes a spectral bag-of-words model and K-medoids clustering to refine the Deeplab v3+ outputs and correct possible errors. …”
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Approach to keyword search over encrypted data in cloud by Peng ZHANG, Yan LI, Hai-lun LIN, Rong YANG, Qing-yun LIU

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Left atrial spatial entropy: a novel tool for electrophysiological substrate characterization in atrial fibrillation by Lorenzo Gigli, Lorenzo Gigli, Alberto Preda, Davide Coluzzi, Marta Sartore, Muhamed Vila, Marco Carbonaro, Matteo Baroni, Marisa Varrenti, Sara Vargiu, Fabrizio Guarracini, Antonio Frontera, Luigi Pannone, Gian Battista Chierchia, Carlo De Asmundis, Patrizio Mazzone, Roberto Sassi

“…Computational post-processing was performed on the voltage maps. …”
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TSSA-NBR: A Burned Area Extraction Method Based on Time-Series Spectral Angle with Full Spectral Shape by Dongyi Liu, Yonghua Qu, Xuewen Yang, Qi Zhao

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Visual explanation method for reversible neural networks by Xinying MU, Bingbing SONG, Fanxiao LI, Yisen ZHENG, Wei ZHOU, Yunyun DONG

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The value system of modern youth after the COVID-19 pandemic by M. S. Ashilova, O. Ya. Kim, A. S. Begalinov, K. K. Begalinova

“…This study reveals the specifics of these processes in Kazakhstan, one of the post-Soviet countries belonging to developing, traditional countries.…”
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A Clinical Case of Two-Stage Visual-Functional Rehabilitation of a Patient with Postinfectious Central Corneal Opacity in Combination with Mixed Astigmatism Using Laser Keratorefra... by N. V. Maychuk, I. A. Mushkova, M. R. Obraztsova

“…Introduction: to evaluate the clinical and functional results of two-stage treatment in a patient with post-infectious Central corneal opacity combined with mixed astigmatism.Patient and methods. …”
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Design of current differential protection system for distribution network based on 5G wireless communication by FENG Xinglong, KONG Fengfeng, HUO Kailong, ZHOU Guohua, ZHAO Fang

“…The timing module receives Beidou/GPS satellite timing to assist the synchronous sampling of the differential protection modules on both sides of the substation and the switching post. 5G central processing element (CPE) communication module uses 5G wireless communication network to realize data transmission and transmission through the centralized cross domain mapping network architecture in the network slice. …”
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Forest Change Monitoring Based on Block Instance Sampling and Homomorphic Hypothesis Margin Evaluation by Wei Feng, Fan Bu, Puxia Wu, Gabriel Dauphin, Yinghui Quan, Mengdao Xing

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Enhancing E-Recruitment Recommendations Through Text Summarization Techniques by Reham Hesham El-Deeb, Walid Abdelmoez, Nashwa El-Bendary

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A new approach for monitoring spatial and temporal changes in forest types in subtropical regions with sample migration and multi-source remote sensing data by Pengfei Zheng, Dongyang Han, Jiang Liu, Bin Xu, Panfei Fang, Shaodong Huang, Wendou Liu, Shaozhi Chen

“…We then conducted a change detection analysis using a post-classification comparison method. We propose a novel workflow for processing ground survey data to generate stable reference samples, which are then used with a transfer learning approach to construct a multi-year sample library. …”
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Co-designed neck exercise (EPIC-Neck) vs usual exercise care for people with chronic non-specific neck pain: protocol for a randomised feasibility study with process evaluation by Jonathan Price, Alison Rushton, Natalie Ives, Kate Jolly, Priti Parmar, Colin Greaves

“…Outcomes will be assessed by questionnaires at baseline and at 3- and 6-month post-randomisation, appointment audio-recordings, and one-to-one semi-structured interviews with participants receiving the EPIC-Neck programme (n = 12–15) and physiotherapists. …”
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VROHI: Visibility Recovery for Outdoor Hazy Image in Scattering Media by Mingye Ju, Can Ding, Y. Jay Guo

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Beyond human-in-the-loop: Sensemaking between artificial intelligence and human intelligence collaboration by Xinyue Hao, Emrah Demir, Daniel Eyers

“…Using a sensemaking framework and cognitive mapping methodology, we explored how HI interpret and interact with AI across pre-development, deployment, and post-development phases. …”
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Short-interval interhemispheric inhibition does not originate from the motor hotspot by David Emanuel Vetter, Andreas Jooß, Tuomas P. Mutanen, Gábor Kozák, Ulf Ziemann

“…Short-interval interhemispheric inhibition (SIHI) is a rapid inhibitory process, in which one primary motor cortex (M1) inhibits the other through the corpus callosum. …”
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Neurons Communication in the Hippocampus of Field CA3 of the White Rat Brain after Acute ischemia by A. S. Stepanov, V. A. Akulinin, S. S. Stepanov, D. B. Avdeev, A. V. Gorbunova

“…In the experiment, using histological methods (hematoxylin and eosin, staining by Nissle and immunohistochemistry for p38, MAP-2) and electron microscopy, the pyramidal neurons of field CA3, their processes and synapses in stratum lucidum, stratum radiatum and stratum lacunosum of the molecular layer were studied. …”
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MRI monitoring of USPIO-labeled BMSCs combined with alginate scaffold for cartilage defect repair by Shanyu Lu, Shanyu Lu, Zhenyu Liu, Zhenyu Liu, Meiling Qi, Meiling Qi, Haocheng Zhen, Jing Luo, Yingchao Wang, Yingchao Wang, Le Chang, Le Chang, Xiaolong Bai, Xiaolong Bai, Yingguang Jiao, Yingguang Jiao, Xinyao Chen, Xinyao Chen, Junping Zhen, Junping Zhen

“…A cartilage defect model was created, and the respective materials were implanted into the defect regions. T2 mapping MRI was performed at weeks 1, 2, and 4 post-surgery to evaluate the repair process, followed by histological analysis to confirm the outcomes.ResultsBMSCs significantly promoted cartilage defect repair and accelerated the degradation of sodium alginate scaffolds. …”
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Automatic GPR detection of grouting defects behind the tunnel shield segments based on wavelet coherence analysis combined with modified Res-RCNN by Dengyi Wang, Ming Peng, Liu Liu, Xiongyao Xie, Zhenming Shi, Yaoying Liang, Jian Shen, Qiyu Wu

“…Then, a modified Res-RCNN is applied to automatically extract the defect features from the wavelet coherence images. Finally, the post-processing and visualization automatically give an intuitive clear feature map that shows the location and probability of the grouting defects along the tunnel. …”
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Deformation behavior and microstructure evolution of one novel superalloy with high rare earth gadolinium content: Multi-scale modeling and experimental study by Xin Fu, Qing-Chun Zhu, Wen-Bin Chen, Li Jiang, Fang Liu, Zhi-Jun Li

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Mechanistic Insights into Fish Spoilage and Integrated Preservation Technologies by Xuanbo Wang, Zhaozhu Zheng

“…In this review, we first synthesize recent multi-omics and microbiological findings to delineate the molecular drivers of post-harvest fish spoilage. We then critically map a suite of preservation approaches—including low-temperature treatments (refrigeration, super-chilling, freezing), high-pressure processing, modified atmosphere packaging, nanoemulsion and essential-oil coatings, pulsed electric fields, and ozonation—onto the specific mechanisms they mitigate. …”
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