兰州大学机构库

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MLLBC: A Machine Learning Toolbox for Modeling the Loss Rate of the Lining Bearing Capacity 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 50256-50267
Authors:  Zhang, Sen;  Wu, Wanyin;  Yang, Zhao;  Lin, Xu;  Ren, Zhihua;  Yan, ZX(言志信)
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Machine learning  Data models  Tools  Load modeling  Analytical models  Finite element analysis  Neural networks  Toolbox  the loss rate of the lining bearing capacity  machine learning  tunnel health  
Ubiquitous Depression Detection of Sleep Physiological Data by Using Combination Learning and Functional Networks 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 94220-94235
Authors:  Zhang, Bingtao;  Zhou, Wenying;  Cai, HS(蔡涵书);  Su, Yun;  Wang, Jinfeng;  Zhang, Zhonglin;  Lei, Tao
Adobe PDF(2229Kb)  |  Favorite  |    Submit date:2020/07/13
Physiology  Sleep  Electrodes  Instruments  Feature extraction  Diseases  Data acquisition  Ubiquitous depression detection  functional networks  combination learning  sleep physiological data  
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition 期刊论文
Information Sciences, 2021, 卷号: 569, 页码: 90-109
Authors:  Rao, Haocong;  Xu, Shihao;  Hu, XP(胡希平);  Cheng, Jun;  Hu, B(胡斌)
Adobe PDF(1305Kb)  |  Favorite  |    Submit date:2021/06/18
3D skeleton  Action learning  Action recognition  Action representations  Contrastive learning  Learn+  Momentum LSTM  Skeleton based action recognition  Skeleton data augmentation  Unsupervised deep learning  3D skeleton  Action learning  Action recognition  Action representations  Contrastive learning  Learn+  Momentum LSTM  Skeleton based action recognition  Skeleton data augmentation  Unsupervised deep learning  
Controllable Fano Resonance Based on Coupled Square Split-Ring Resonance Cavity 期刊论文
Acta Photonica Sinica, 2017, 卷号: 46, 期号: 4
Authors:  Shi, Yue;  Zhang, GM(张冠茂);  An, Hou-Lin;  Hu, Nan;  Gu, Meng-Qi
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Short-term load forecasting using a kernel-based support vector regression combination model 期刊论文
APPLIED ENERGY, 2014, 卷号: 132, 页码: 602-609
Authors:  Che, JinXing;  Wang, JianZhou
Adobe PDF(866Kb)  |  Favorite  |    Submit date:2015/12/16
Short-term load forecasting  Kernel  Support vector regression  Combination model  Selection algorithm  
MODIS Fractional Snow Cover Mapping Using Machine Learning Technology in a Mountainous Area 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 6
Authors:  Liu, Changyu;  Huang, Xiaodong;  Li, Xubing;  Liang, TG(梁天刚)
Adobe PDF(2913Kb)  |  Favorite  |    Submit date:2020/06/01
MODIS  fractinal snow cover  UAV  Tibetan Plateau  Antennas  Backpropagation  Complex networks  Decision trees  Landforms  Mapping  Mean square error  Neural networks  Radiometers  Random forests  Snow  Support vector machines  Unmanned aerial vehicles (UAV)Back propagation artificial neural network (BPANN)  Machine learning models  Machine learning technology  Moderate resolution imaging spectroradiometer  RMSE (root mean square error)  Snow covers  
IMPROVE AFFECTIVE LEARNING WITH EEG APPROACH 期刊论文
COMPUTING AND INFORMATICS, 2010, 卷号: 29, 期号: 4, 页码: 557-570
Authors:  Li, Xiaowei;  Hu, Bin;  Zhao, Qinglin;  Liu, Li;  Peng, Hong;  Qi, Yanbing;  Mao, Chengsheng;  Fang, Zheng;  Liu, Quanying
Adobe PDF(989Kb)  |  Favorite  |    Submit date:2015/12/15
Affective learning  SAM model  EEG  classification algorithm  
Clustering of Cancer Attributed Networks via Integration of Graph Embedding and Matrix Factorization 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 197463-197472
Authors:  Q. Lin;  Y. Lin;  Q. Yu;  X. Ma
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Graph clustering  attributed networks  nonnegative matrix factorization  graph embedding  
An adaptive fuzzy combination model based on self-organizing map and support vector regression for electric load forecasting 期刊论文
ENERGY, 2012, 卷号: 37, 期号: 1, 页码: 657-664
Authors:  Che, Jinxing;  Wang, Jianzhou;  Wang, Guangfu
Adobe PDF(497Kb)  |  Favorite  |    Submit date:2015/12/16
Electric load prediction  Support vector regression  Fuzzy membership function  Self-organizing map (SOM)  
An Edge Based Multi-Agent Auto Communication Method for Traffic Light Control 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 15
Authors:  Wu, Qiang;  Wu, Jianqing;  Shen, Jun;  Yong, Binbin;  Zhou, Qingguo
Adobe PDF(1806Kb)  |  Favorite  |    Submit date:2020/12/16
ITS  IoT  reinforcement learning  MRAL  multi-agent  MAAC  edge computing