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EM-T2Ecotoxicology and Environmental Safety2025292: 117926-117926A novel graph convolutional neural network model for predicting soil Cd and As pollution: Identification of influencing factors and interpretabilityRen-Jie Zhang, Xionghui Ji, Yunhe Xie, Tao Xue 等 7 人被引 11阅读 3基金开放获取污染金融风险与机器学习
EM-WoSExpert Systems with Applications2026324: 132497-132497S2PW-Mamba: Pinwheel and wavelet-based spatial-spectral mamba for hyperspectral image classificationLianhui Liang, Wanqi He, Ying Zhang, Shaoquan Zhang 等 7 人被引 9阅读 2高影响力 前 1%基金开放获取媒体技术
EM-T1Accident Analysis & Prevention2026229: 108442-108442A spatially structured empirical Bayes framework for the evaluation of network-wide safety countermeasuresMingjian Wu, Aurélie Labbe, Alexandra Mello Schmidt, Luis Miranda-Moreno被引 2阅读 6高影响力 前 10%开放获取安全、风险、可靠性与质量
EM-T1Geomatics, Natural Hazards and Risk202516(1)A spatiotemporal displacement prediction method for InSAR-detected landslides using a graph neural network coupling spatial and temporal featuresYunhao Zhang, Yi He, Fei Gao, Tianbao Huo 等 7 人被引 7阅读 3高影响力 前 10%基金开放获取航空航天工程复合灾害与灾害链疏散行为与风险认知金融风险与机器学习
EM-T1Accident Analysis & Prevention2023194: 107340-107340Exploring the impact of trip patterns on spatially aggregated crashes using floating vehicle trajectory data and graph Convolutional NetworksJiahui Zhao, Pan Liu, Zhibin Li被引 22阅读 8高影响力 前 10%基金开放获取安全、风险、可靠性与质量金融风险与机器学习
EM-WoSExpert Systems with Applications2023241: 122466-122466Thunderstorm prediction during pre-tactical air-traffic-flow management using convolutional neural networksAniel Jardines, Hamidreza Eivazi, Elías Zea, Javier García‐Heras 等 8 人被引 18阅读 3基金开放获取大气科学金融风险与机器学习
EM-WoSExpert Systems with Applications2024256: 125001-125001GECRAN: Graph embedding based convolutional recurrent attention network for traffic flow predictionJianqiang Yan, Lin Zhang, Yuan Gao, BoTing Qu被引 26阅读 3高影响力 前 10%基金开放获取建筑与施工路网损毁与基础设施韧性
EM-WoSExpert Systems with Applications2027333: 133822DAFR-Net: Lightweight deformable adaptive feature reconstruction network for tiny object detection in remote sensing imagesGuangshuai Gao, Wei Zhang, Zhilin Zhang, Yunqi Shang 等 6 人被引 1阅读 5高影响力 前 10%基金开放获取计算机视觉与模式识别
EM-T2Journal of Hazardous Materials2024480: 136285-136285A geographically weighted neural network model for digital soil mapping of heavy metal copper in coastal citiesYun Zeng, Tiezhu Shi, Qian Liu, Chao Yang 等 6 人被引 23阅读 2高影响力 前 10%基金开放获取环境工程
EM-T2Traffic Injury Prevention20261-11LTF-YOLO: an intelligent road defect detection model based on large-kernel enhancement and local multi-scale feature fusionShiye Cao, Hua Li, JJ Zhao被引 0阅读 4基金土木与结构工程
EM-T1Reliability Engineering & System Safety2025259: 110928-110928Knowledge embedded spatial–temporal graph convolutional networks for remaining useful life predictionXiao Wei Cai, Dingcheng Zhang, Yang Yu, Min Xie被引 39阅读 6高影响力 前 1%开放获取控制与系统工程金融风险与机器学习
EM-T1International Journal of Disaster Risk Science201910(3): 386-403Forest Fire Susceptibility Modeling Using a Convolutional Neural Network for Yunnan Province of ChinaGuoli Zhang, Ming Wang, Kai Liu被引 342阅读 10高影响力 前 1%基金开放获取全球变化金融风险与机器学习
EM-WoSExpert Systems with Applications2022206: 117905-117905An integrated approach of Belief Rule Base and Convolutional Neural Network to monitor air quality in ShanghaiSami Kabir, Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson被引 32阅读 3开放获取环境工程金融风险与机器学习
EM-WoSExpert Systems with Applications2023238: 121915-121915A Spatial Filter Temporal Graph Convolutional Network for decoding motor imagery EEG signalsXianlun Tang, Jing Zhang, Yidan Qi, Ke Liu 等 6 人被引 62阅读 2高影响力 前 10%认知神经科学
EM-T1Geomatics, Natural Hazards and Risk202415(1)Multi-scale convolutional neural networks (CNNs) for landslide inventory mapping from remote sensing imagery and landslide susceptibility mapping (LSM)Baoyi Zhang, Jiacheng Tang, Yuke Huan, Lei Song 等 6 人被引 38阅读 4高影响力 前 1%基金开放获取环境管理、监测、政策与法规复合灾害与灾害链
EM-WoSInformation Sciences2022623: 206-219Randomly shuffled convolution for self-supervised representation learningYoung-Jin Oh, Minkyu Jeon, Dohwan Ko, Hyunwoo J. Kim被引 6阅读 2开放获取人工智能
EM-T1Natural Hazards and Earth System Sciences202121(7): 2093-2108Tsunami propagation kernel and its applicationsTakenori Shimozono被引 3阅读 5基金开放获取土木与结构工程
EM-T1Geomatics, Natural Hazards and Risk202516(1)Deep learning-enhanced geospatial modeling for indoor radon mapping in Jeollabuk-do, South KoreaSaro Lee, Liadira Kusuma Widya, Jungsub Lee, Jongchun Lee 等 7 人被引 4阅读 14高影响力 前 10%基金开放获取放射与超声技术金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202516(1)Enhancing multi-step-ahead prediction of wave propagation with the CAE-LSTM model: a novel deep learning-based approach to flood dynamicsZheng Sheng Han, Guanping Long, Changli Li, Yange Li 等 8 人被引 0阅读 4基金开放获取环境工程洪涝风险与减灾金融风险与机器学习
