IoT-enhanced smart road infrastructure systems for comprehensive real-time monitoring by Zhoujing Ye, Ya Wei, Songli Yang, Pengpeng Li, Fei Yang, Biyu Yang, Linbing Wang

“…To address these challenges, this study developed a self-powered distributed intelligent pavement monitoring system based on IoT, encompassing a sensor network, cloud platform, communication network, and power supply system. …”
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Application of Gene Expression Programming and Support Vector Regression models to Modeling and Prediction Monthly precipitation by Abazar Solgi, Heidar Zarei

“…The appropriate performance of intelligent models leads researchers to use them for predicting hydrological phenomena more and more. …”
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SSATNet: Spectral-spatial attention transformer for hyperspectral corn image classification by Bin Wang, Gongchao Chen, Juan Wen, Linfang Li, Songlin Jin, Yan Li, Ling Zhou, Weidong Zhang

“…Hyperspectral images are rich in spectral and spatial information, providing a detailed and comprehensive description of objects, which makes hyperspectral image analysis technology essential in intelligent agriculture. With various corn seed varieties exhibiting significant internal structural differences, accurate classification is crucial for planting, monitoring, and consumption. …”
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Analysis of the Application of Deep Learning in Model Reconstruction of Ancient Buildings by Zhihong Wang, Hao Xiong

“…With the rapid development of interactive 3D graphics technology, as well as the growing demand for virtual reality, digital urbanization and digital cultural heritage protection and time-consuming and inefficient traditional artificial building modeling methods have been far from meeting the rapid and intelligent needs of the application market and automatic. …”
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Hybrid electromagnetic and moisture energy harvesting enabled by ionic diode films by Zhenguo Gao, Cuiqin Fang, Yuanyuan Gao, Xin Yin, Siyuan Zhang, Jian Lu, Guanglei Wu, Hongjing Wu, Bingang Xu

“…Abstract Wireless energy-responsive systems provide a foundational platform for powering and operating intelligent devices. However, current electronic systems relying on complex components limit their effective deployment in ambient environment and seamless integration of energy harvesting, storage, sensing, and communication. …”
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Variable Cell Transmission Model for Mixed Traffic Flow with Connected Automated Vehicles and Human-Driven Vehicles by Yuting Jin, Zhihong Yao, Jiazhe Han, Lu Hu, Yangsheng Jiang

“…Then, the effectiveness of VCTM is verified by micro-simulation based on the intelligent driver model (IDM). Finally, some congestion indexes are selected to discuss the characteristics of mixed traffic flow based on the VCTM with an expressway simulation. …”
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Directly Fabricated Flexible Photodetector Based on TiO₂-Doped Carbon Nanosheets Film by Yunlong Zhang, Xiaolin Li, Zhipeng Cao, Qiang Wu, Gong Chen, Bo Wen, Dongfeng Diao, Xi Zhang

“…Flexible photodetector is crucial for the intelligent industrial applications. However, the optical-sensitive materials are usually grown in a high temperature and then transferred onto the flexible substrate. …”
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Sensitivity Analysis and Identification of Parameters to the Van Genuchten Equation by Guangzhou Chen, Lifeng Jiao, Xinhai Li

“…Then, the optimization model of the parameters was set up, and a new type of intelligent algorithm-difference search algorithm was employed to identify them. …”
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Model of Multi-Algorithmic-Based Optimization of 4D Approach Trajectory under Thunderstorm Weather by Li Lu, Xin Lai

“…Firstly, the artificial neural network intelligent model was used to predict the thunderstorm movement track. …”
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Admirable Alterity on the Frontier: French Women’s Agency in the Hollywood Western (1931-1980) by Lara Cox

“…Issuing from a general climate of American post-war Francophilia, Frenchwomen in the “Frenchness Western” are intelligent and daring, even outdoing American male heroes. …”
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An Efficient Coordinated Observer LQR Control in a Platoon of Vehicles for Faster Settling Under Disturbances by Nandhini Murugan, Mohamed Rabik Mohamed Ismail

“…Autonomous vehicle platooning emerges as a promising solution within intelligent transportation systems, offering benefits like reduced fuel consumption and emissions, and optimized road use. …”
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Design and realization of compressor data abnormality safety monitoring and inducement traceability expert system. by Yuan Wang, Shaolin Hu

“…Additionally, it presents an intelligent system design method for fault tracing in compressors and localization of faults from different sources. …”
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Construction and optimization of a smart classroom system for emotional computing by HUANG Lijuan, CHENG Zhengyi, YANG Ziyan

“…To solve this problem, a smart classroom system based on emotional learning was built, and edge computing was introduced to improve the real-time and intelligent level of the classroom, so as to achieve real-time feedback of students' emotional state during learning. …”
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Self-adaptive differential evolution algorithm based on population state information by Weijie MAI, Weili LIU, Jinghui ZHONG

“…The local optimum and stagnation state information of the population seriously affects the performance of differential evolution (DE) algorithm.An advanced DE algorithm with population state processing measures was proposed to address the above two issues.When the population falled into the local optimum, the individuals in the population were learned randomly by LBFGS method to improve the global quality of the solution, and Gaussian mutation was employed to trigger new individuals to jump out of local optimum.As for the stagnation state, the covariance matrix of the population was applied to reorganize the target individuals based on the rotation of the spatial coordinates to suppress the stagnation state of the population and enhance the global search ability of the algorithm.In addition, a new selection strategy was designed, which built an external archive to store abandoned individuals after greedy selection.When the trial individual was inferior to the target individual, the algorithm no longer generated the next generation with greedy selection strategy, but made reasonable intelligent selection around the external archive to ensure that the algorithm converges to the global optimum.Compared with eight state-of-the-art DE algorithms on 29 benchmark functions, the experimental results show that the proposed algorithm has better performance in terms of the solution accuracy and convergence speed.…”
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Implications of Spatiotemporal Data Aggregation on Short-Term Traffic Prediction Using Machine Learning Algorithms by Rivindu Weerasekera, Mohan Sridharan, Prakash Ranjitkar

“…Short-term traffic prediction is a key component of Intelligent Transportation Systems. It uses historical data to construct models for reliably predicting traffic state at specific locations in road networks in the near future. …”
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Predicting Early Bulbar Decline in Amyotrophic Lateral Sclerosis: A Speech Subsystem Approach by Panying Rong, Yana Yunusova, Jun Wang, Jordan R. Green

“…For a majority of participants, speech subsystem decline was detectible prior to declines in speech intelligibility and speaking rate. Among all subsystems, the articulatory and phonatory predictors were most responsive to early bulbar deterioration; and the resonatory and respiratory predictors were as responsive to bulbar decline as was speaking rate. …”
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An Extended Car-Following Model in Connected and Autonomous Vehicle Environment: Perspective from the Cooperation between Drivers by Shenzhen Ding, Xumei Chen, Zexin Fu, Fei Peng

“…Although car-following behavior in mixed traffic with CAVs and human-driven vehicles (HDVs) is a core component of microscopic traffic simulation, intelligent traffic systems, etc., the current study of car-following behavior in mixed traffic has some limitations. …”
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Blockchain-based hierarchical and multi-level smart service transaction supervision framework for crowdsourcing logistics by Chuntang YU, Zhigeng HAN, Zhiyuan LI, Liangmin WANG

“…In view of the security threats such as forgery,deception,privacy disclosure and non-traceability caused by the lack of transaction supervision for crowdsourcing logistics in the modern service industry,a blockchain-based hierarchical and multi-level smart service transaction supervision framework for crowdsourcing logistics was proposed.Firstly,the framework adopted the two-stage supervision system:one was the National Authorized Certification Center for the supervision of logistics service platform,the other was the logistics service platform for the supervision of crowdsourcing logistics participation.Later,under the framework of the supervision system,the functions of crowd contract,legal and anonymous identity authentication,intelligent transaction matching,anomaly data analysis and detection,privacy protection and traceability were realized.Then,through the security analysis and transaction supervision component software,the security controllability and operational efficiency of the transaction supervision architecture were verified.Finally,the software component was run on the real crowdsourcing logistics enterprise platform for the actual measurement.The measurement results show that the proposed hierarchical and multi-level smart service transaction supervision framework is safe and controllable.The framework can protect the privacy of users and data,prevent forgery and deception,and realize the auditability and traceability of behaviors and data of users.…”
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Real-Time Quality Monitoring and Anomaly Detection for Vision Sensors in Connected and Autonomous Vehicles by Elena Politi, Charalampos Davalas, Christos Chronis, George Dimitrakopoulos, Dimitrios Michail, Iraklis Varlamis

“…Video Anomaly Detection (VAD) serves as a pivotal technology in intelligent surveillance systems, enabling the temporal or spatial identification of anomalous events within video frames. …”
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A Novel Efficient Passive Spatial Orientation Detection Method of UMT Enabled by ISB by Zhengqiang Xiong, Tao Sun, Zhengxing Wang, Yuhao Wu, Jie Yin

“…To achieve good invisibility, we design an intelligent submerged buoy (ISB) structure, which consists of six embedded hydrophones and an in situ electronic control unit (IECU). …”
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