EM-WoSExpert Systems with Applications2026315: 131611-131611An enhanced graph convolutional network with bidirectional cooperative cross-attention for early diagnosis of Alzheimer’s disease using multi-scale functional connectivity and structural connectivityYanan Wei, Zhenpeng Chen, Bin Jing, Yilu Shou 等 7 人被引 2阅读 3高影响力 前 10%基金开放获取认知神经科学
EM-T2Traffic Injury Prevention202527(8): 1235-1245Trajectory prediction for multiple types of traffic participants at a signalized intersection based on Heterogeneous Spatio-Temporal Multi-Scale Attention NetworkLuming Gao, Mingbao Pang, Huamin Liang被引 1阅读 4基金汽车工程
EM-WoSExpert Systems with Applications2024266: 126085-126085CHAMFormer: Dual heterogeneous three-stages coupling and multivariate feature-aware learning network for traffic flow forecastingAbdul Joseph Fofanah, David Chen, Lian Wen, Shaoyang Zhang被引 22阅读 1高影响力 前 10%基金开放获取建筑与施工
EM-WoSExpert Systems with Applications2022200: 117011-117011Multi-scale temporal features extraction based graph convolutional network with attention for multivariate time series predictionYawen Chen, Fengqian Ding, Linbo Zhai被引 69阅读 1高影响力 前 10%基金信号处理
EM-WoSExpert Systems with Applications2027333: 133767Dense multi-scale graph token transformer for local-global graph representation learningDongdong Li, Jinchen Han, Bohan Yang, Zhe Wang被引 0阅读 4基金人工智能
EM-WoSExpert Systems with Applications2025298: 129815-129815Multi-scale fusion graph convolutional networksZhi Kong, Jie Ren, Lifu Wang, Ge Guo被引 4基金人工智能
EM-WoSExpert Systems with Applications2024255: 124648-124648STFGCN: Spatial–temporal fusion graph convolutional network for traffic predictionHao Li, Jie Liu, Shiyuan Han, Jin Zhou 等 6 人被引 57阅读 2高影响力 前 1%建筑与施工
EM-WoSExpert Systems with Applications2025280: 127865-127865更正Corrigendum to “ABUS-Net: Graph convolutional network with multi-scale features for breast cancer diagnosis using automated breast ultrasound” [Expert Syst. Appl. (2025) 273 126978]Changyan Wang, Yuqing Guo, Haobo Chen, Qihui Guo 等 7 人被引 0阅读 1基金人工智能
EM-WoSExpert Systems with Applications2025273: 126978-126978ABUS-Net: Graph convolutional network with multi-scale features for breast cancer diagnosis using automated breast ultrasoundChangyan Wang, Yuqing Guo, Haobo Chen, Haobo Chen 等 8 人被引 15阅读 1高影响力 前 10%基金人工智能
EM-WoSExpert Systems with Applications2024263: 125677-125677Multi-scale structure-guided graph generation for multi-view semi-supervised classificationYilin Wu, Zhaoliang Chen, Ying Zou, Shiping Wang 等 5 人被引 6阅读 1基金开放获取人工智能
EM-WoSExpert Systems with Applications2027333: 133736Graph attention network-based accident risk aware message dissemination for internet of vehicle safetySajib Tripura, Qing-Chang Lu, Sanam Shahla Rizvi, Adil Hussain 等 5 人被引 0阅读 6基金开放获取机械工程金融风险与机器学习
A+INFORMS Journal on ComputingUTD242025Causally Aware Spatiotemporal Multigraph Convolutional Network for Accurate and Reliable Traffic PredictionPingping Dong, Xiaolin Wang, Indranil Bose, Kam K.H. Ng 等 8 人被引 2阅读 4建筑与施工路网损毁与基础设施韧性预测—优化与决策导向学习金融风险与机器学习
EM-WoSExpert Systems with Applications2025290: 128401-128401MSGN-Route: A multi-scale dynamic graph neural network for enhancing the accuracy of pick-up and delivery route predictionsBo Li, JunJie Zhan, Ying Jia, Yuan Yu被引 1基金建筑与施工
EM-WoSExpert Systems with Applications2023238: 121737-121737MSGCN-ISTL: A multi-scaled self-attention-enhanced graph convolutional network with improved STL decomposition for probabilistic load forecastingYilei Qiu, Zhou He, Wenyu Zhang, Xiang Yin 等 5 人被引 32阅读 2电气与电子工程
EM-WoSExpert Systems with Applications2023232: 120724-120724GSTC-Unet: A U-shaped multi-scaled spatiotemporal graph convolutional network with channel self-attention mechanism for traffic flow forecastingWangzhi Yu, Xiaoling Huang, Yilei Qiu, Shuai Zhang 等 5 人被引 18阅读 3建筑与施工
EM-T2Process Safety and Environmental Protection2025201: 107539-107539Multiple sites air quality prediction using a novel deep learning model integrating multi-scale spatiotemporal features and spatial heterogeneityMinghui Wu, Yi Chen, Han Zhang, Zhiyan Yin 等 6 人被引 5阅读 2基金环境工程金融风险与机器学习
EM-WoSInformation Sciences2026757: 123911Physics-constrained dynamic graph and multi-resolution temporal modeling for traffic forecastingArabinda Panda, Debi Prosad Dogra, Partha Pratim Dey被引 0阅读 5基金开放获取建筑与施工
EM-T1Reliability Engineering & System Safety2024255: 110684-110684Unsupervised graph transfer network with hybrid attention mechanism for fault diagnosis under variable operating conditionsZihao Lei, Feiyu Tian, Yu Su, Guangrui Wen 等 8 人被引 49阅读 3高影响力 前 10%基金控制与系统工程
EM-WoSInformation Sciences2023649: 119640-119640Face2Nodes: Learning facial expression representations with relation-aware dynamic graph convolution networksFan Jiang, Qionghao Huang, Xiaoyong Mei, Quanlong Guan 等 7 人被引 30阅读 2高影响力 前 10%基金实验与认知心理学
EM-WoSExpert Systems with Applications2026312: 131486-131486MagTCN: A multi-scale adaptive graph-enhanced temporal convolutional network for variance-imbalanced multivariate passenger flow forecastingRui Zhang, Jianyuan Guo, Yong Qin, Limin Jia被引 1阅读 2基金建筑与施工
