兰州大学机构库

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GCN-GAN: Integrating Graph Convolutional Network and Generative Adversarial Network for Traffic Flow Prediction 期刊论文
IEEE Access, 2022, 卷号: 10, 页码: 94051-94062
Authors:  Zheng, Hongling;  Li, Xiang;  Li, Yongfeng;  Yan, Ziqin;  Li, Tinghong
Adobe PDF(2607Kb)  |  Favorite  |    Submit date:2022/11/08
Convolution  Flow graphs  Forecasting  Intelligent systems  Intelligent vehicle highway systems  Neural networks  Time series analysis  Traffic control  Convolutional neural network  Graph convolution and generative adversative neural network  Graph machine  Graph machine learning  Intelligent transport  Intelligent transport system  Intelligent transportation systems  Machine-learning  Neural-networks  Predictive models  Time series prediction  Time-series analysis  Transport systems  Generative adversarial networks  Convolutional neural networks  Data models  Machine learning  GCN-GAN  graph machine learning  time series prediction  
A Local SpatialTemporal Synchronous Network to Dynamic Gesture Recognition 期刊论文
IEEE Transactions on Computational Social Systems, 2022, 卷号: 10, 期号: 5, 页码: 1-8
Authors:  Zhao, DD(赵东东);  Yang, Qinglian;  Zhou, Xingwen;  Li, Hongli;  Yan, S(阎石)
Favorite  |    Submit date:2023/01/03
Complex networks  Gesture recognition  Motion estimation  Musculoskeletal system  Palmprint recognition  Signal encoding  Attention  Correlation  Encodings  Gestures recognition  Hand motion  Hand motion vector  Motion Vectors  Skeleton  Spatial temporals  Spatial–temporal graph  Temporal graphs  Time  series analysis  Time-series analysis  Tensors  Dynamics  Time series analysis  Encoding  gesture recognition  hand motion vector (HMV)  spatial-temporal graph  
Non-stationary time series prediction research with multi-factors based on SVM 会议论文
5th International Conference on Natural Computation, ICNC 2009, Tianjian, China, August 14, 2009 - August 16, 2009
Authors:  Chen, Xiaoyun;  Mu, Jinchao;  Yue, Min;  Chen, X.
Favorite  |    Submit date:2017/01/18
Bayesian Networks  Distributed Parameter Networks  Forecasting  Inference Engines  Intelligent Networks  Regression Analysis  Support Vector Machines  Time Series  Vectors  Dependency Relationship  Mean Absolute Percentage Error  Multi Factors  Non-stationary Time Series  Prediction Accuracy  Regression  Regression Support Vector Machines  Structure Models  Support Vector Machines Regression  Time Series Prediction  
Time Series Clustering and Influencing Factors Analysis on Qinghai-Tibet Plateau Lake Area Change 期刊论文
ENVIRONMENTAL MODELING & ASSESSMENT, 2023
Authors:  He, Hao;  Li, WD(李维德);  Qian, Min;  Hu, Shujuan
Favorite  |    Submit date:2023/09/04
Binary sequences  Climate change  Climate models  Clustering algorithms  Machine learning  Regression analysis  Time series  Time series analysis  Area growths  Area-changes  Causal analysis  Double machine learning model  Lake areas  Machine learning models  Qinghai Tibet plateau  Qinghai-tibet plateau lake  Research subjects  Time series clustering  
Decomposition-based wind speed forecasting model using causal convolutional network and attention mechanism 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 223
Authors:  Shang, Zhihao;  Chen, Yao;  Chen, Yanhua;  Guo, Zhiyu;  Yang, Y(杨裔)
Favorite  |    Submit date:2023/07/18
Convolution  Convolutional neural networks  Deep learning  Forecasting  Multilayer neural networks  Network layers  Time series  Wind power  Wind speed  Attention mechanisms  Convolutional neural network  Empirical Mode Decomposition  Ensemble empirical mode decomposition  Forecasting models  Performance  Time-series data  Wind speed data  Wind speed forecasting  Wind speed time series  
Decomposition-based wind speed forecasting model using causal convolutional network and attention mechanism 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 223
Authors:  Shang, Zhihao;  Chen, Yao;  Chen, Yanhua;  Guo, Zhiyu;  Yang, Y(杨裔)
Favorite  |    Submit date:2023/05/25
Convolution  Convolutional neural networks  Deep learning  Forecasting  Multilayer neural networks  Network layers  Time series  Wind power  Wind speed  Attention mechanisms  Convolutional neural network  Empirical Mode Decomposition  Ensemble empirical mode decomposition  Forecasting models  Performance  Time-series data  Wind speed data  Wind speed forecasting  Wind speed time series  
An Interpretable Time Series Clustering Neural Network Based on Shape Feature Extraction 期刊论文
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2022, 卷号: 36, 期号: 13
Authors:  Li, WD(李维德);  Hao, Zihan;  Zhang, Zhihe
Adobe PDF(3094Kb)  |  Favorite  |    Submit date:2023/01/03
Time series clustering  representation learning  Soft-DTW  mutual information  neural networks  Deep learning  Learning systems  Multilayer neural networks  Neural network models  Clusterings  Mutual informations  Network-based  Neural-networks  Representation learning  Shape features  Time-series data  Times series  
Association between Ambient Air Pollutants and Pneumonia in Wuhan, China, 2014–2017 期刊论文
Atmosphere, 2022, 卷号: 13, 期号: 4
Authors:  Zhang, Huihui;  Liu, Suyang;  Dou, Qiujun;  Huang, Zenghui;  Lv, Chengcheng;  Liao, Jingling;  Tao, Fengxi;  Liu, Yuehua;  Ma, Lu
Favorite  |    Submit date:2022/11/08
Air quality  Nitrogen oxides  Nonlinear systems  Air pollutants  Air pollution exposures  Ambient air  Basic medical insurances  Distributed lag nonlinear model  Non-linear modelling  Outpatient visit  Pneumonia  Time series research  Times series  air pollutants  pneumonia  outpatient visits  distributed lag nonlinear model  time series research  
Prediction of river damming susceptibility by landslides based on a logistic regression model and InSAR techniques: A case study of the Bailong River Basin, China 期刊论文
ENGINEERING GEOLOGY, 2022, 卷号: 299
Authors:  Jin, Jiacheng;  Chen, G(陈冠);  Meng, XM(孟兴民);  Zhang, Y(张毅);  Shi, Wei;  Li, Yuanxi;  Yang, Yunpeng;  Jiang, Wanyu
Favorite  |    Submit date:2022/05/12
Land use  Landslides  Regression analysis  Risk management  River control  Synthetic aperture radar  Watersheds  Active landslides  Case-studies  Interferometry synthetic aperture radars  Logistic Regression modeling  Qinghai Tibet plateau  River basins  River damming susceptibility  Time series interferometry synthetic aperture radar  Times series  Unstable slope  Unstable slopes  Logistic regression  Time series InSAR  Qinghai-Tibet Plateau  Rivers  
Improving the Quality of MODIS LAI Products by Exploiting Spatiotemporal Correlation Information 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 1-19
Authors:  Wang, Jingrui;  Yan, Kai;  Gao, Si;  Pu, Jiabin;  Liu, Jinxiu;  Park, Taejin;  Bi, J(毕健);  Maeda, Eduardo Eiji;  Heiskanen, Janne;  Knyazikhin, Yuri...Wang, Jingrui;  Yan, Kai;  Gao, Si;  Pu, Jiabin;  Liu, Jinxiu;  Park, Taejin;  Bi, J(毕健);  Maeda, Eduardo Eiji;  Heiskanen, Janne;  Knyazikhin, Yuri;  Myneni, Ranga B.
Favorite  |    Submit date:2023/05/25
Forestry  Pixels  Quality control  Radiative transfer  Radiometers  Satellite imagery  Uncertainty analysis  Correlation  Leaf area index  Moderate-resolution imaging spectroradiometers  Reanalysis  Spatio-temporal information composition algorithm  Spatiotemporal information  Time series stability  Time-series analysis  Times series  Uncertainty  Vegetation mapping