An Innovative Small-Target Detection Approach Against Information Attenuation: Fusing Enhanced Programmable Gradient Information and a Novel Mamba Module by Yang Liu, Yatu Ji, Qingdaoerji Ren, Bao Shi, Na Liu, Min Lu, Nier Wu

“…The model mainly uses Multi-Level Attention-Gated Programmable Gradient Information (MLAG PGI) and SPD-Conv-VSS module. …”
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Using Serious Game Techniques with Health Sciences and Biomedical Engineering Students: An Analysis Using Machine Learning Techniques by María Consuelo Sáiz-Manzanares, Raúl Marticorena-Sánchez, María Camino Escolar-Llamazares, Irene González-Díez, Rut Velasco-Saiz

“…Different clusters were found depending on the group of students and the algorithm applied. The Adjusted Rang Index was applied to determine the most appropriate algorithm in each case. …”
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Load Model Construction and Parameter Identification Method of Inverter-Interfaced Distributed Generator by Jie LI, Jie WANG, Wenteng LIANG, Lushan SHI, Bolun WANG, Yufeng XIONG, Liangju ZHANG, Xia ZHOU

“…However, current research focuses mainly on analyzing and modeling the characteristics of a single type of distributed generation, and there is limited research on general models that can uniformly describe DGs with certain similarities. …”
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A study of O/X wave data assimilation and inversion for ionospheric vertical electron density profiles by Longlong Niu, Chen Zhou, Na Wei, Zhong-Xin Deng, Yun Ning, Rong Chen, Wen Liu

“…The existing vertical sounding ionogram inversion is mainly based on the model method, but this method has poor stability. …”
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Rural Landscape Characters and Spatial Correlation Mechanism in the Tiaoxi River – Canal Basin in Zhejiang Province by Lin ZHANG, You ZUO, Binyi LIU

“…At the level of spatial transformation from the overall scale of basin as a whole to the individual scale of rural settlements, the canal hydraulic engineering and township community linkage types of landscape are mainly distributed in the East Tiaoxi River and the Hangzhoutang River water network basin, the regional agricultural production type of landscape is mainly distributed in the West Tiaoxi River − Ditang Canal Basin, and the water network habitat maintenance type of landscape is mainly distributed in the connection area between the main veins of the East and West Tiaoxi River systems and the tributaries of the Hangzhou − Jiaxing Canal. …”
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Global digital elevation model (GDEM) product generation by correcting ASTER GDEM elevation with ICESat-2 altimeter data by B. Li, B. Li, B. Li, B. Li, H. Xie, H. Xie, S. Liu, Z. Ye, Z. Hong, Q. Weng, Q. Weng, Q. Weng, Y. Sun, Q. Xu, X. Tong

“…<p>Advancements in scientific inquiry and practical applications have created a higher demand for the accuracy of global digital elevation models (GDEMs), especially for GDEMs whose main data source is optical imagery. To address this challenge, integrating GDEM and satellite laser altimeter data (global coverage and high-accuracy ranging) is an important research direction, in addition to the technological enhancement of the main data source. …”
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Research on power data security full-link monitoring technology based on alternative evolutionary graph neural architecture search and multimodal data fusion by Zhenwan Zou, Bin Wang, Tao Chen, Jia Chen

“…By using Particle Swarm Optimization-Genetic Algorithm (PSO-GA) for optimal architecture search and combining the dynamic adaptability of Deep Q-Network (DQN) algorithm, this method can automatically identify the most suitable GNN architecture for power data monitoring, thereby improving the adaptive detection and defense efficiency of the system. …”
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Hyperspectral Target Detection Based on Prior Spectral Perception and Local Graph Fusion by Xiaobin Zhao, Jun Huang, Yunquan Gao, Qingwang Wang

“…Therefore, a new target detection algorithm based on the prior spectral perception and local graph fusion is proposed. …”
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Underwater acoustic signal denoising method based on DBO–VMD and singular value decomposition by A. Weiyi Chen, B. Shizhe Wang, C. Zongji Li, D. Li Dong

“…The innovation of the method proposed in this article is mainly reflected in (1) using the DBO algorithm to avoid manually setting VMD parameters based on experience, (2) using adaptive threshold to select intrinsic mode function (IMF) components, and (3) combining the VMD method with the SVD method. …”
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A Fault Diagnosis Model for Rotating Machinery Using VWC and MSFLA-SVM Based on Vibration Signal Analysis by Lei You, Wenjie Fan, Zongwen Li, Ying Liang, Miao Fang, Jin Wang

“…Fault diagnosis of rotating machinery mainly includes fault feature extraction and fault classification. …”
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How Many Floods Have Occurred in China in the Past Decade? A Perspective From Social Media by D. Shen, H. Gu, W. Chen, C. Zhang, S. Xiao, S. Zhang

“…Traditional flood disaster investigations mainly focus on major flood events, and small‐scale flood events are often overlooked. …”
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Region search based on hybrid convolutional neural network in optical remote sensing images by Shoulin Yin, Ye Zhang, Shahid Karim

“…The proposed algorithm is evaluated on optical remote sensing images acquired from Google Earth. …”
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Management of water scarcity in arid areas: a case study (Ziz Watershed) by Ismail Elhassnaoui, Zineb Moumen, Manuela Tvaronavičienė, Mohamed Ouarani, Mohamed Ben-Daoud, Issam Serrari, Ikram Lahmidi, M.A.S. Wahba, Ahmed Bouziane, Driss Ouazar, Moulay Driss Hasnaoui

“…The SDGs 6 deals with water security, which refers mainly to ensure availability and sus-tainable management of water. …”
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Efficient construction of Markov state models for stochastic gene regulatory networks by domain decomposition by Maryam Yousefian, Anna-Simone Frank, Marcus Weber, Susanna Röblitz

“…We show that accuracy mainly depends on the total number of Voronoi cells, whereas uncertainty is determined by the number of sampling points. …”
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Identification of Differentially Expressed microRNAs Associated with Ischemic Stroke by Integrated Bioinformatics Approaches by Shengqiang Jiang, Jie Wu, Yan Geng, Yuting Zhang, Yupeng Wang, Jinrong Wu, Chunqu Lu, Guoxuan Luo, Jie Zan, Yong Zhang

“…CIBERSORT algorithm indicated that the abundance of M0 macrophages and resting mast cells was significantly lower than that of the control group. …”
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An online tool based on the Internet of Things and intelligent blockchain technology for data privacy and security in rural and agricultural development by Krishnaprasath Vellimalaipattinam Thiruvenkatasamy, Hayder M. A. Ghanimi, Sudhakar Sengan, Meshal Ghalib Alharbi

“…So far, Agri-IoT research faces challenges, mainly focusing on data security and management, which are vulnerabilities in existing centralized solutions. …”
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Simulation-Based E-Learning Framework for Entrepreneurship Education and Training by Constanţa-Nicoleta Bodea, Radu Ioan Mogoş, Maria-Iuliana Dascălu, Augustin Purnuş, Narcisa Georgeta Ciobotar

“…The framework has three main components, for identification the business opportunities, for developing business scenarios and for risk analysis. …”
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Barriers, Drivers, and Social Considerations for AI Adoption in Supply Chain Management: A Tertiary Study by Johannes Hangl, Viktoria Joy Behrens, Simon Krause

“…<i>Results</i>: As a summary of the results, the main areas of AI in SCM were algorithms, followed by the Internet of Things (IoT). …”
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PREVALENCE OF PERIODONTAL TISSUE DISEASES IN CHILDREN WITH AUTISM by D.V. Danyliuk, I.S. Dubetska-Hrabous

“…In addition, 14.99±2.46% of the children of the main group had generalized periodontitis of mild severity. …”
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A vectorization of iterative computational processes and time acceleration estimates by V. M. Demidenko, V. I. Benediktovich

“…The relevance of the problem under consideration is due to the fact that processes that occur during cyclic data processing and in iterative algorithms are the most difficult to parallelize. In solving the problem, three main objectives were set. …”
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