CASIA OpenIR

Browse/Search Results:  1-10 of 41 Help

Selected(0)Clear Items/Page:    Sort:
知识驱动的社会媒体虚假信息分析研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  张怀文
Adobe PDF(37471Kb)  |  Favorite  |  View/Download:14/1  |  Submit date:2021/06/17
社会媒体虚假信息  社会媒体数据挖掘  知识驱动  多模态  
基于订单数据挖掘的城市出租车需求预测研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  张驰展
Adobe PDF(18350Kb)  |  Favorite  |  View/Download:4/0  |  Submit date:2021/06/18
出租车需求预测,数据挖掘,多任务学习,长短期记忆网络,深度学习  
基于特征学习和关系推理的视频行为识别 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  胡古月
Adobe PDF(17584Kb)  |  Favorite  |  View/Download:31/0  |  Submit date:2021/06/11
视频理解  行为分析  特征学习  关系推理  
定量降水机器学习模型与方法研究 学位论文
中国科学院大学, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  吴雅婧
Adobe PDF(11694Kb)  |  Favorite  |  View/Download:31/1  |  Submit date:2021/06/18
机器学习  定量降水估计  定量降水预报  深度图神经网络  时空图卷 积网络  
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
Authors:  Xiurui Hou;  Kai Wang;  Cheng Zhong;  Zhi Wei
Adobe PDF(18247Kb)  |  Favorite  |  View/Download:24/5  |  Submit date:2021/04/09
Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)  
Performance Evaluation of Public Bus Transportation by Using DEA Models and Shannon’s Entropy: An Example From a Company in a Large City of China 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 779-795
Authors:  Zicheng Liu;  Naiqi Wu;  Yan Qiao;  Zhiwu Li
Adobe PDF(1462Kb)  |  Favorite  |  View/Download:5/0  |  Submit date:2021/04/09
Performance evaluation  public transportation system  Shannon’s entropy  super-efficiency data envelopment analysis  undesirable outputs  
MLRNN: Taxi Demand Prediction Based on Multi-Level Deep Learning and Regional Heterogeneity Analysis 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Chizhan Zhang;  Fenghua Zhu;  Yisheng Lv;  Peijun Ye;  Feiyue Wang
Adobe PDF(4431Kb)  |  Favorite  |  View/Download:4/0  |  Submit date:2021/06/16
Taxi demand prediction  taxi zone clustering  heterogeneity analysis  deep learning  
Taxi Demand Prediction Using Parallel Multi-Task Learning Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:  Chizhan Zhang;  Fenghua Zhu;  Xiao Wang;  Leilei Sun;  Haina Tang;  Yisheng Lv
Adobe PDF(3947Kb)  |  Favorite  |  View/Download:38/10  |  Submit date:2020/10/15
Taxi demand prediction, pick-up/drop-off demand, multi-task learning, LSTM, deep learning  
Using deep learning to predict the hand-foot-and-mouth disease of enterovirus A71 subtype in Beijing from 2011 to 2018 期刊论文
SCIENTIFIC REPORTS, 2020, 卷号: 10, 期号: 1, 页码: 10
Authors:  Wang, Yuejiao;  Cao, Zhidong;  Zeng, Daniel;  Wang, Xiaoli;  Wang, Quanyi
Adobe PDF(1497Kb)  |  Favorite  |  View/Download:7/0  |  Submit date:2020/09/07
Probabilistic Prediction of Solar Generation Based on Stacked Autoencoder and Lower Upper Bound Estimation Method 会议论文
, 线上, 19 – 24th July, 2020
Authors:  Pan, Cheng;  Tan, Jie
Adobe PDF(1379Kb)  |  Favorite  |  View/Download:22/3  |  Submit date:2020/09/25