A hybrid Hadoop-based sentiment analysis classifier for tweets associated with COVID-19 utilizing two machine learning algorithms: CNN, and fuzzy C4.5 by Fatima Es-sabery, Ibrahim Es-sabery, Junaid Qadir, Beatriz Sainz-de-Abajo, Begonya Garcia-Zapirain

“…This work proposes a novel approach integrating the C4.5 procedure, fuzzy rule patterns, and convolutional neural networks. …”
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Dynamics of link formation in networks structured on the basis of predictive terms by S. O. Kramarov, O. R. Popov, I. E. Dzhariev, E. A. Petrov

“…Thus, the object of the study comprises international information networks structured on the basis of dictionaries of model predictive terms thematically related to cutting-edge information technologies.Methods. An algorithmic approach is applied to establish the sequence of combining the necessary operations for automated processing of textual information by the internal algorithms of specialized databases, software environments and shells providing for their integration during data transmission. …”
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A comparative analysis for crack identification in structural health monitoring: a focus on experimental crack length prediction with YUKI and POD-RBF by Zenzen, Roumaissa, Ayadi, Ayoub, Benaissa, Brahim, Belaidi, Idir, Sukic, Enes, Khatir, Tawfiq

“…In recent years, substantial investments in structural construction underscore the paramount importance of ensuring structural integrity for safety and dependability. …”
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Neural-Driven heuristic for strip packing trained with Black-Box optimization by Mariusz Kaleta, Tomasz Śliwiński

“…., packing components on printed circuit boards and macro-cell placement in Very-Large- Scale Integration design) and telecommunications (e.g., allocating data packets over transmission channels). …”
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Sourceless efficiency calibration method for γ spectrum based on numerical analysis by YE Erlei, SHEN Chunxia, NAN Hongjie, LAI Yongfang

“…Efficiency formulas for radioactive point, surface, and volume radioactive sources were formulated. Then, a numerical integration program based on Simpson's algorithm was implemented in MATLAB to solve the numerical analytical formula, and applied to the calculation of detection efficiencies of the 3.8 cm cylindrical LaBr3(Ce) and NaI(Tl) detectors for isotropic 137Cs point, surface, and volume sources. …”
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Identifying the Latitude and Longitude of ATMs in ATM Networks by Niloofar Haghjoo, Mohammad rahmati, Ali Zare Mirakabad

“…This data is indispensable and plays a cardinal role in the implementation of a multitude of artificial intelligence algorithms.   Methods The ATMLP algorithm comprises three primary stages. …”
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Coastal Urban Ecological Security Pattern Identification Integrating Land Subsidence Factors: A Deep Learning-Based Case Study of Zhuhai City by Yuan Shaoxiong, Gong Qinghua, Ye Yuyao, Wang Jun, Hao Yinlei, Zhang Yaze, Liu Bowen

“…This study proposes a framework that integrates land subsidence into ESP construction through machine learning and multi-source data fusion methods. …”
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Application Status and Prospect of VSC-HVDC Technology for Large-Scale Offshore Wind Farms by Weidong LIU, Qinan LI, Xuan WANG, Fan ZHANG, Lanfang LI, Hui YAN

“…The current research status of large-scale offshore wind power grid integration solutions have also been analyzed and summarized. …”
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Precast concrete component yard layout optimization considering safety and efficiency by Yekun Tan, Dehu Yu, Shujuan Yang, Tongtong Gai, Chunhui Wang

“…Engineering cases verify the effectiveness of the proposed model, and the non-dominated sorting genetic algorithm is selected for simulation. The results show that the method can enhance the scientific and reasonable layout solution and provide a favorable guarantee for subsequent safe and efficient construction activities.…”
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A Method of Simultaneous Vehicle Localization and Roadside Pole-shaped Object Inventory Creation Based on Integrated LiDAR-IMU-GNSS System by YUAN Chao, PAN Wenbo, CHEN Zhiwei, HUANG Wenyu, LI Yuanzhengyu, YANG Zhenyu

“…Secondly, an optimized fusion positioning algorithm based on sliding windows is constructed, to enhance system robustness through effectively integrating data from multiple sensors. …”
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An integrated machine learning framework for developing and validating a prognostic risk model of gastric cancer based on endoplasmic reticulum stress-associated genes by Gang Wei, Yan Wang, Ru Liu, Lei Liu

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HARDWARE-SOFTWARE SYSTEM TEST BENCH FOR STUDIES OF A RECIPROCATING ELECTRICAL MACHINE by A. N. Tsvetkov, A. R. Safin, R. R. Gibadullin, I. V. Ivshyn

“…The designed hardware-software system allows for controlling the bench and the test subject due to a large number of inputs and outputs of various applications. The sensors integrated into the bench allow for constructing the complete picture of the test and receiving a sufficient amount of high-precision data. …”
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Research on Cold Chain Logistics Joint Distribution Vehicle Routing Optimization Based on Uncertainty Entropy and Time-Varying Network by Huaixia Shi, Yu Hong, Qinglei Zhang, Jiyun Qin

“…To address this, we propose the Cold Chain Logistics Joint Distribution Vehicle Routing Problem with Time-Varying Network (CCLJDVRP-TVN). This model integrates traffic congestion uncertainty and constructs a time-varying network to reflect real-world conditions. …”
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Improved results on sampled-data synchronization control for chaotic Lur'e systems by Xinyu Li, Wei Wang, Jinming Liang

“…Initially, a two-sided looped Lyapunov function is constructed by fully leveraging the system characteristics and information regarding the sampling mode. …”
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Differential Study on Estimation Models for Indica Rice Leaf SPAD Value and Nitrogen Concentration Based on Hyperspectral Monitoring by Yufen Zhang, Kaiming Liang, Feifei Zhu, Xuhua Zhong, Zhanhua Lu, Yibo Chen, Junfeng Pan, Chusheng Lu, Jichuan Huang, Qunhuan Ye, Yuanhong Yin, Yiping Peng, Zhaowen Mo, Youqiang Fu

“…For prediction of leaf SPAD value and LNC, the model constructed with the RF algorithm based on whole growth periods of spectral reflectance performed the best, with R² values of 0.99 and 0.98 and NRMSE values of 2.99% and 4.61%. …”
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Prediction of Vehicle Interior Wind Noise Based on Shape Features Using the WOA-Xception Model by Yan Ma, Hongwei Yi, Long Ma, Yuwei Deng, Jifeng Wang, Yudong Wu, Yuming Peng

“…A nonlinear mapping model is constructed between the vehicle shape features and the wind noise level at the driver’s right ear. …”
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Image encryption scheme based on compressed sensing and fractional quantum logistic-tent map by Birong Xu, Ximei Ye, Xiaoyuan Wang, Zhipeng Zhang

“…Abstract In this paper, we construct a quantum logistic-tent map and extend it to the fractional order. …”
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Visualization of large-scale user association feature data based on a nonlinear dimensionality reduction method by Nong Linlin

“…First, a LSUAFD visualization platform based on the nonlinear dimensionality reduction method is constructed. Secondly, the nonlinear dimensionality reduction algorithm is integrated into the platform, and the functional modules and data dimensionality reduction modules of the platform are finally tested. …”
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Multi-Robot exploration for coal mine rescue based on the extension of undirected graph by Linna ZHOU, Tihao WU, Xinli HUANG, Chunyu YANG, Xin ZHANG

“…Therefore, the traveling salesman problem is integrated, where each robot performs viewpoint sampling and exploration gain calculation in the local space to construct a local map and determine the points to be visited. …”
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Coordinated optimization of P2P energy trading and network operation for active distribution network with multi-microgrids by Peishuai Li, Yihan Wang, Tao Zheng, Yulong Jin, Weizhi Yuan, Wenwen Guo

“…Moreover, an algorithm that adjusts the amount of energy trading between the ADN and MG is proposed to ensure safe operation of the distribution network. …”
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