Linguistic-visual based multimodal Yi character recognition by Haipeng Sun, Xueyan Ding, Zimeng Li, Jian Sun, Hua Yu, Jianxin Zhang

“…The visual transformer, integrated with deformable convolution, effectively captures key features during the visual modeling phase. …”
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DFANet: A Deep Feature Attention Network for Building Change Detection in Remote Sensing Imagery by Peigeng Lu, Haiyong Ding, Xiang Tian

“…Second, we introduce a GatedConv module to improve the network’s capability for building edge detection. Finally, Transformer is introduced to capture long-range dependencies across bitemporal images, enabling the network to better understand feature change patterns and the relationships between different regions and land cover categories. …”
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Triangular Offnorm with Multi-Criteria Decision-Making Method for College Political and Ideological Instruction on Intelligent Learning Platforms by Haiying Wang

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3D Buildings Change Detection from Aerial and Satellite Stereo Imagery Using Kullback–Leibler Divergence Algorithm by Sitav H. Abdullah, Haval A. Sadeq, Dleen M. Salih

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Presenting a model of political behavior based on the theory of shadow management in the public sector with a hybrid method by Ghorbanali Khazaei Pool, davood kiakojouri, Mohammad Javad Tghipourian

“…Abstract The aim of this study is to present a political behavior model based on shadow management theory in the public sector with the metasynthesis method. This study is qualitative in terms of data collection, and metasynthetic in terms of research implementation. …”
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Comprehensive evaluation of machine learning models for predicting the cognitive status of Alzheimer's disease subjects and susceptible by Lucien Gnegne Meteumba, Vaghawan Prasad Ojha, Shantia Yarahmadian

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Calibration Transfer of Soil Total Carbon and Total Nitrogen between Two Different Types of Soils Based on Visible-Near-Infrared Reflectance Spectroscopy by Xue-Ying Li, Yan Liu, Mei-Rong Lv, Yan Zou, Ping-Ping Fan

“…Here, we took riverside and mountain soils as examples to explore the calibration transfer between two different types of soils by the WMPDS-S/B algorithm (wavelet multiscale piecewise direct standardization combined with Slope/Bias correction method) and by adding new samples. …”
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Leadership Styles and Safety Performance among Employees in Healthcare Facilities: A Systematic Review by Mahdi Jafari Nodoushan, Amir Houshang Mehrparvar, Mohammad Ali Ghoveh Nodoushan, Reza Jafari Nodoushan, Ali Karimi

“…Material and Methods: A search was conducted in Scopus, PubMed, and Web of Science (ISI) databases. …”
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A Detailed Performance Evaluation of the GK2A Fog Detection Algorithm Using Ground-Based Visibility Meter Data (2021–2023, Part I) by Hyun-Kyoung Lee, Myoung-Seok Suh

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A novel PV power prediction method with TCN-Wpsformer model considering data repair and FCM cluster by Tong Yang, Minan Tang, Hanting Li, Hongjie Wang, Chuntao Rao

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A single flow detection enabled method for DDoS attacks in IoT based on traffic feature reconstruction and mapping by Lixia XIE, Bingdi YUAN, Hongyu YANG, Ze HU, Xiang CHENG, Liang ZHANG

“…To address the slow response time of existing detection modules to Internet of things (IoT) distributed denial of service (DDoS) attacks, their low feature differentiation, and poor detection performance, a single flow detection enabled method based on traffic feature reconstruction and mapping (SFDTFRM) was proposed.Firstly, SFDTFRM employed a queue to store previously arrived flow based on the first in, first out rule.Secondly, to address the issue of similarity between normal communication traffic of IoT devices and DDoS attack traffic, a multidimensional reconstruction neural network model more lightweight compared to the baseline model and a function mapping method were proposed.The modified model loss function was utilized to reconstruct the quantitative feature matrix of the queue according to the corresponding index, and transformed into a mapping feature matrix through the function mapping method, enhancing the differences between different types of traffic, including normal communication traffic of IoT devices and DDoS attack traffic.Finally, the frequency information was extracted using a text convolutional network and information entropy calculation and the machine learning classifier was employed for DDoS attack traffic detection.The experimental results on two benchmark datasets show that SFDTFRM can effectively detect different DDoS attacks, and the average metrics value of SFDTFRM is a maximum of 12.01% higher than other existing methods.…”
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PV-YOLO: Lightweight YOLO for Photovoltaic Panel Fault Detection by Wang Yin, Shen Lingxin, Li Maohuan, Sun Qianlai, Li Xiaosong

“…In this paper, we implemented a lightweight design for the model, and proposes four models of different sizes to be-sized models that are suitable for different detection scenarios.…”
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Synthesis and characterization of zeolite obtained from Toraja natural montmorillonite by Taba Paulina, Fauziah St., Natzir Hasnah, Soekamto Nunuk H., Sarungallo Rosalia S., Nahru Nur W., Astuti Yuli, Amin Ida I.

“…This work aims to synthesize zeolites using the hydrothermal method with aluminosilicate sources from Toraja natural minerals. …”
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INFORMATION AND ENERGY ASSESSMENT DEGRADATION OF SOILS KIZLYAR’S PASTURES IN THE REPUBLIC DAGESTAN by A. K. Saidov, I. A. Маgomedov

“…This is confirmed by analysis of the different layers pole structured dark alkaline soil at rein-forcement aridization, as well as in model experience at estimation of toughness relationship water by method derivatograph and composition humus join (the method IKS) at modeling of the change degree hidromorphic ground.…”
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State-Space Approach to the Time-Fractional Maxwell’s Equations under Caputo Fractional Derivative of an Electromagnetic Half-Space under Four Different Thermoelastic Theorems by Eman A. N. Al-Lehaibi, Hamdy M. Youssef

“…Laplace transform’s inversions were calculated using Tzou’s iteration method. …”
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Modeling and Simulation Analysis of DC/DC High Frequency Isolated Converter Based on Average State Space Method by 王小方

“…Secondly, analyzed the key voltage, current ideal waves in a cycle, and drew the equivalent circuits under different states. Thirdly, in order to obtain the small-signal transfer function in continuous work mode, the average and linearization method was to deal with the state variable equations. …”
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Tesla Coil Theoretical Model and its Experimental Verification by Voitkans Janis, Voitkans Arnis

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A DC Bias Current Reducing Method Considering Grounding Electrode Location and Receiving-end Grid Structure by Lianguang LIU, Chenglian MA

“…Considering the structure of receiving-end grid and the location selection of grounding electrode, a DCBC value reduction method for converter and AC transformers is proposed. …”
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A highly scalable deep learning language model for common risks prediction among psychiatric inpatients by Enzhao Zhu, Jiayi Wang, Guoquan Zhou, Chunbo Li, Fazhan Chen, Kang Ju, Liangliang Chen, Yichao Yin, Yi Chen, Yanping Zhang, Xu Zhang, Xinlin Zhou, Zongyuan Wang, Jianping Qiu, Hui Wang, Weizhong Shi, Feng Wang, Dong Wang, Zhihao Chen, Jiaojiao Hou, Hui Li, Zisheng Ai

“…Abstract Background There is a lack of studies exploring the performance of Transformers-based language models in common risks assessment among psychiatric inpatients. …”
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Novel Method of Fitting a Nonlinear Function to Data of Measurement Based on Linearization by Change Variables, Examples and Uncertainty by Zygmunt L. Warsza, Jacek Puchalski, Tomasz Więcek

“…In this procedure, one or two new variables are implemented to linearize this function for using the linear regression method. The best parameters of the straight-line in new variables are adjusted to the transformed coordinates of tested points according to the weighted total mean square criterion WTLS, or WTLS-C of data points are also correlated. …”
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