Coordinated Restoration of Microgrids and Generation Units for Resilience Enhancement of Urban Power Grids by Xinrui Wang, Yuze Ji, Ruimin Tian, Helong Liu

“…Then, taking into account of the restoration and operation constraints of power grid, the unit restoration model of UPG and MG service restoration model are constructed, respectively. Considering the independent management and information privacy of the UPG and MGs, a distributed optimization algorithm is adopted to solve the models. …”
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The Role of Misclassification and Carbon Tax Policies in Determining Payment Time and Replenishment Strategies for Imperfect Product Shipments by Chun-Tao Chang, Yao-Ting Tseng

“…The study constructed a supply chain inventory model for sellers and buyers that integrates payment-time-dependent demand, product defects, misclassification risks, and carbon emission tax considerations. …”
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Design of indoor positioning method jointly assisted by RIS and IMU by SUN Wei, DU Xin, SONG Qingyang, GUO Lei

“…Then, the factor graph optimization approach was applied to integrate the IMU’s measurement data with the phase shifts of the RIS, constructing an optimization problem for position estimation. …”
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Initial position detection scheme based on discrete pulse signal injection for PMSM by Weiping Duan, Chen Cen, Chen Zhang

“…Unlike the conventional schemes involving two separate steps, the proposed scheme constructs a closed-loop control system with response current feedback and integrates polarity identification with rotor position tracking through unipolar pulse sequence signal injection to estimate the rotor position. …”
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Research on Sports Training Action Image Recognition Based on SDN by Dianhai Wang, Lianmei Shen

“…The Hough transform algorithm is improved to optimize the detection range. …”
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Passive forensic based on spatio-temporal localization of video object removal tampering by Linqiang CHEN, Quanxin YANG, Lifeng YUAN, Ye YAO, Zhen ZHANG, Guohua WU

“…To address the problem of identification of authenticity and integrity of video content and the location of video tampering area,a deep learning detection algorithm based on video noise flow was proposed.Firstly,based on SRM (spatial rich model) and C3D (3D convolution) neural network,a feature extractor,a frame discriminator and a RPN (region proposal network) based spatial locator were constructed.Secondly,the feature extractor was combined with the frame discriminator and the spatial locator respectively,and then two neural networks were built.Finally,two kinds of deep learning models were trained by the enhanced data,which were used to locate the tampered area in temporal domain and spatial domain respectively.The test results show that the accuracy of temporal-domain location is increased to 98.5%,and the average intersection over union of spatial localization and tamper area labeling is 49%,which can effectively locate the tamper area in temporal domain and spatial domain.…”
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Application of Vehicle Mounted Accelerometers to Measure Pavement Roughness by Yuchuan Du, Chenglong Liu, Difei Wu, Siyu Li

“…Two wireless communication systems (ZigBee and 3G modules) were utilized to transfer the data and construct network between the components. The information platform implemented an acceleration-IRI model to calculate IRI, and a GPS based distance algorithm was employed to segment the measured road per 1 km. …”
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Characterization of lactylation modification subtypes and the promoting role of CCL20 in hepatocellular carcinoma progression by Li-Hong Wu, Liu Yang, Xiang-Xu Wang, Shuang Bai, Xi Yan, Jing Wei, Jun Wang, Fei Tian

“…Lactylation modification plays a pivotal role in tumorigenesis, yet the regulatory mechanisms and prognostic significance of lactylation-related genes in HCC remain insufficiently understood.MethodsThis study screened for prognostically significant lactylation modification-related genes based on their expression levels, integrated with DFS, PFS, and OS data. HCC patients were stratified into three distinct lactylation modification subtypes (C1, C2, C3) using the NMF algorithm. …”
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Fault diagnosis method of timing signal based on Nadam-TimeGAN and XGBoost by HEI Xinhong, GAO Miao, ZHANG Kuan, FEI Rong, QIU Yuan, JI Wenjiang

“…The Nadam optimization algorithm was used to optimize the components of the TimeGAN model, that was, the Nadam-TimeGAN model was constructed for data expansion. …”
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Collaborative Optimization of Passenger Control Strategy and Train Operation Plan with Variable Formations for a Rail Transit Network by Yonghao Yin, Jun Chen, Wenrui Zhao

“…The timetable and variable train formation are integrated optimized, and the turnaround of rolling stock is also considered by constructing the train operation constraints for the model. …”
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Improved Private Data Protection Scheme for Blockchain Smart Contracts by Sheng Hu

“…We also design a signature authentication scheme utilizing ECC integrated with blockchain encryption technology. Secondly, we incorporate the role-based access control (RBAC) model with smart contracts to finely divide user privileges, construct an interdomain role-based access control (ID-RBAC) model, and provide detailed access authentication process designs for both within and between domains. …”
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MAINTAINING OF COMPLEX ENERGY SYSTEMS WITH EXPANDED INTELLIGENT COMPONENT UNDER THE CONDITIONS OF DESTRUCTIVE NETWORK EXPOSURE OF ACCIDENTAL, INTENTIONAL AND UNCERTAIN ORIGIN by E. P. Grabchak, V. V. Grigoriev, E. L. Loginov

“…It proves the necessity of the use of agent based algorithms of monitoring and analysis of the compliance of operating modes with well-established behavioral regimes (i.e. with the library of admissible commands), constructed on the base of integration of synchronizing agent based ensemble of intelligent energetic equip-ment with well-established behavioral regimes. …”
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Image captioning in Bengali language using visual attention. by Adiba Masud, Md Biplob Hosen, Md Habibullah, Mehrin Anannya, M Shamim Kaiser

“…Automatically generating image captions poses one of the most challenging applications within artificial intelligence due to its integration of computer vision and natural language processing algorithms. …”
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Electronic News Dataset for Native Advertisement Detection by Brian Rizqi Paradisiaca Darnoto, Daniel Siahaan, Diana Purwitasari

“…This paper elucidates a systematic approach to data collection and annotation, aiming to construct a specialized dataset poised to significantly enhance native ads detection efforts. …”
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Regional Logistics Network Design in Mitigating Truck Flow-Caused Congestion Problems by Mi Gan, Xinyuan Li, Fadong Zhang, Zhenggang He

“…We model the RLN design problem as a minimal cost problem and design double-layer Lagrangian relaxation heuristics algorithms to solve the model problems. Through experiments with data from the six-node problem and Sioux-Falls network, the effectiveness of the models and algorithms is verified. …”
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FROM SURVEYING TO GEOMATICS by BESIM AJVAZI, FISNIK LOSHI, BÉLA MÁRKUS

“…However, until now BIM is used in building construction industry, it can can be a paradigm shift in geospatial information management in general.…”
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Interpretable noninvasive diagnosis of tuberculous pleural effusion using LGBM and SHAP: development and clinical application of a machine learning model by Bihua Yao, Xingyu Yu, Liannv Qiu, Er-min Gu, Siyu Mao, Lei Jiang, Jijun Tong, Jianguo Wu

“…This model has since been integrated into clinical practice for noninvasive, rapid TPE diagnosis. …”
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Monitoring soil salinization in Arid cotton fields using Unmanned Aerial Vehicle hyperspectral imagery by Jinming Zhang, Jianli Ding, Jiao Tan, Jinjie Wang, Zihan Zhang, Zeyuan Wang, Xiangyu Ge

“…The results indicate: (1) SG smoothing and FOD technology effectively enhanced the spectral characteristics of cotton field soils and crop canopies. (2) The soil salinity prediction model constructed using 0.7-order FOD combined with the BOSS algorithm yields the best performance, with an R2 of 0.92, RMSE of 0.15 dS m−1, and RPD of 3.54 on the test set. (3) The soil salinity distribution map generated from the optimal model clearly revealed the spatial distribution characteristics of salinity in the 0–10 cm topsoil layer, with significant differences observed under different cover conditions. …”
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H2FPEF and HFA‐PEFF scores for heart failure risk stratification in hypertrophic cardiomyopathy patients by Yi‐Peng Gao, Hong‐Yun Liu, Xiao‐Jun Bi, Jie Sun, Ying Zhu, Wei Zhou, Ya‐Ting Fan, Xue‐Qing Cheng, Pei‐Na Huang, Ya‐Ni Liu, You‐Bin Deng

“…Future studies should develop and validate a new algorithm integrating both scores.…”
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Research on entity recognition and alignment of APT attack based on Bert and BiLSTM-CRF by Xiuzhang YANG, Guojun PENG, Zichuan LI, Yangqi LYU, Side LIU, Chenguang LI

“…Also, the BiLSTM model is constructed to capture long-distance and contextual semantic features. …”
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