Deep learning-based improved transformer model on android malware detection and classification in internet of vehicles by Naif Almakayeel

“…An improved transformer is integrated with the RNN model and softmax to enhance classification for Android malware recognition. Finally, the snake optimizer algorithm (SOA) method is employed to select the optimum parameter for the classification method. …”
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Rapid Path Planning Algorithm for Percutaneous Rigid Needle Biopsy Based on Optical Illumination Principles by Jian Liu, Shuai Kang, Juan Ren, Dongxia Zhang, Bing Niu, Kai Xu

“…We introduce a novel method that reframes trajectory planning as an optimal puncture site identification problem by leveraging optical principles and computer rendering. …”
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Demand Response Model of Low‐Carbon Economy in Integrated Energy System Based on Carbon Flow Traceability by Yu Liu, Xinmei Wang, Songda Li, Lili Liu, Yi Zhao, Ming Yu

“…On this basis, according to the carbon flow index, the two‐stage optimal scheduling model of the power network with the coordination and interaction between the two sides of the source and load is established and solved. …”
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Modelling environment for analyzing the algorithms for 3D reconstruction of videoendoscopic research objects by A. F. Chernyavsky, K. A. Halavataya, V. S. Sadau

“…To compare the result of  reconstruction with a scene, generated using the proposed modelling environment, an optimality criterion is introduced, by which the individual stages of the three-dimensional reconstruction algorithm are compared when the model is optimized using the bundle adjustment method.…”
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Fuzzy Chance-Constrained Day-Ahead Operation of Multi-Building Integrated Energy Systems: A Bi-Level Mixed Game Approach by Jingjing Zhai, Guanbin Shen, Chengao Li, Haoming Liu

“…Further, a privacy-preserving hierarchical solution approach is presented to solve the bi-level optimization model, and the Shapley value method is adopted for benefits redistribution. …”
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Preparation and Optimization of Mn²⁺-Activated Na₂ZnGeO₄ Phosphors: Insights into Precursor Selection and Microwave-Assisted Solid-State Synthesis by Xiaomeng Wang, Siyi Wei, Jiaping Zhang, Jiaren Du, Yukun Li, Ke Chen, Hengwei Lin

“…To facilitate the rapid synthesis of high-performance Mn²⁺-activated green phosphors, this research optimizes a microwave-assisted solid-state (MASS) method for the preparation of Na₂ZnGeO₄:Mn²⁺. …”
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Development of an Unmanned Glider for Temperature and Image Monitoring by Joel Eldo, Sivasankar Sibi, Zehin A. Ibrahim, Efstratios L. Ntantis

“…Propeller-induced flow was analyzed separately using the lattice Boltzmann method. Real-time flight behavior was simulated in a virtual environment via Simulink and FlightGear. …”
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MFGaussian: multi-modal data fusion based 3D Gaussian splatting for accurate and robust scene representation by Ran Yang, Yang Liu, Ruofei Zhong, Zhanying Wei, Mengbing Xu, Shuai Liu, Peng Yan

“…Subsequently, the model is fine-tuned using the original training views. This method initializes the laser point cloud as 3D Gaussian, obtains camera parameters through multi-sensor calibration and subsequent spherical interpolation, thus obtaining high-precision initial data without relying on Structure from Motion(SfM), and further ensures accurate geometric structure through the partial optimization. …”
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The Impact of Automatic Exposure Control Technology on the In Vivo Radiation Dose in Digital Mammography: A Comparison Between Different Systems and Target/Filter Combinations by Ahmad A. Alhulail, Salman M. Albeshan, Mohammed S. Alshuhri, Essam M. Alkhybari, Mansour A. Almanaa, Haitham Alahmad, Khaled Alenazi, Abdulaziz S. Alshabibi, Mohammed Alsufayan, Saleh A. Alsulaiman, Maha M. Almuqbil, Mahmoud M. Elsharkawi, Sultan Alghamdi

“…In this study, we aimed to determine the effect of various mammographic technologies on the in vivo mean glandular doses (MGDs) that are received in clinical settings. <b>Methods</b>: The MGDs and applied acquisition parameters from 194,608 mammograms, acquired employing AEC using different digital mammography systems (GE, Siemens, and two different models of Hologic), were retrospectively collected. …”
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IIntegration of traditional and digital strategies development of fashion brands on marketplaces by O. G. Kariaka

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Observer-based event triggering security load frequency control for power systems involving air conditioning loads by Xiaoming Wang, Yunlong Bai, Zhiyong Li, Wenguang Zhao, Shixing Ding

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Harmonic Analysis of Radial Distribution Systems Embedded Shunt Capacitors by Abdallah Elsherif, Tamer Fetouh, Hasan Shaaban

“…Current source (or current injection) methods are the most popular forms of such harmonic analyses. …”
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Performance Study of Untrusted Relay Network Utilizing Cooperative Jammer by Ali kuhestani, Abbas Mohammadi, Mohammad Javad Emadi

“…In this method the destination sends an intended jamming signal to the relay. …”
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Distributionally Robust Low-Carbon Scheduling Model for Virtual Power Plants Considering Emerging Distributed Resources and Electricity Carbon Trading by WANG Jiayi, HE Shuaijia

“…The total profit error of the proposed distributionally robust optimization method was approximately 1.7%， and the solving speed improved by approximately 40%.…”
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A deep learning based intrusion detection system for CAN vehicle based on combination of triple attention mechanism and GGO algorithm by Hongwei Yang, Mehdi Effatparvar

“…For checking the effectiveness of the suggested method, an open-source dataset was applied, which recorded the traffic of CAN using a real vehicle throughout injection attacks of message. …”
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Enhancing Wind Turbine Efficiency: An Experimental Investigation of a Sensorless Three-Vector Finite Set Predictive Torque Control Approach for PMSG-Based Systems by Marouane Ahmed Ghodbane, Toufik Mohamed Benchouia, Mohamed Chebaani, Mohamed Becherif, Yassine Himeur, Amar Golea, Abdelmoumen Ghilani, Zakaria Alili, Shadi Atalla, Wathiq Mansoor

“…Wind energy is a fast-growing renewable energy source that helps reduce greenhouse gas emissions and supports sustainable power solutions. …”
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Summary of research on improving the flexibility of new power systems with distributed resources by Zhengping CHEN, Wenzhong LI, Feixiong CHEN, Minghuang HUANG, Fangdong WANG, Duanhong ZHANG

“…To this end，this paper reviews methods for improving the flexibility of new power systems considering distributed resources. …”
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Identification of cropland in Tibetan Plateau based on time series remote sensing features by Xin Du, Qiangzi Li, Longcai Zhao, Yunqi Shen, Sichen Zhang, Yuan Zhang, Hongyan Wang, Jingyuan Xu

“…In the Tibetan Plateau, where cropland distribution was exceedingly rare, the method still achieved promising performance in cropland identification, demonstrating its effectiveness on the assessment of agriculture sustainability in high-altitude regions with intricate landscapes. …”
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An Effective and Simplified Control Strategy for Loss Minimum of Permanent Magnet Synchronous Motor on Electric Vehicles by LIN Li, PENG Zhengmiao, WAN Bingcheng, CHEN Hongwei, CHEN Hongzhuan

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Feature Extraction and Attribute Recognition of Aerosol Particles from In Situ Light-Scattering Measurements Based on EMD-ICA Combined LSTM Model by Heng Zhao, Yanyan Zhang, Dengxin Hua, Jiamin Fang, Jie Zhang, Zewen Yang

“…Therefore, we propose a feature extraction and attribute recognition method from in situ light-scattering measurements based on Bayesian Optimization, wavelet scattering transform, and long short-term memory neural network (BO-WST-LSTM), with empirical mode decomposition (EMD) and independent component analysis (ICA) algorithm for signal preprocessing. …”
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