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自动化研究所 [7]
兰州理工大学 [4]
地理科学与资源研究所 [3]
武汉岩土力学研究所 [2]
合肥物质科学研究院 [2]
成都山地灾害与环境研... [1]
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期刊论文 [18]
会议论文 [2]
学位论文 [1]
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2020 [21]
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Predicting future locations of moving objects with deep fuzzy-LSTM networks
期刊论文
TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2020, 卷号: 16, 期号: 1, 页码: 119-136
作者:
Li, Mingxiao
;
Lu, Feng
;
Zhang, Hengcai
;
Chen, Jie
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  |  
浏览/下载:13/0
  |  
提交时间:2020/05/19
Location prediction
fuzzy space partition
mobile phone data
trajectory data mining
deep learning
Ensemble-based deep learning for estimating PM2.5 over California with multisource big data including wildfire smoke
期刊论文
ENVIRONMENT INTERNATIONAL, 2020, 卷号: 145, 页码: 16
作者:
Li, Lianfa
;
Girguis, Mariam
;
Lurmann, Frederick
;
Pavlovic, Nathan
;
McClure, Crystal
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  |  
浏览/下载:122/0
  |  
提交时间:2021/03/16
PM2.5
Machine learning
Air pollution exposure
Wildfires
Remote sensing
California
High spatiotemporal resolution
Vehicle Trajectory Prediction by Knowledge-Driven LSTM Network in Urban Environments
期刊论文
JOURNAL OF ADVANCED TRANSPORTATION, 2020, 卷号: 2020
作者:
Wang, Shaobo
;
Zhao, Pan
;
Yu, Biao
;
Huang, Weixin
;
Liang, Huawei
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  |  
浏览/下载:44/0
  |  
提交时间:2020/12/28
ADST: Forecasting Metro Flow Using Attention-Based Deep Spatial-Temporal Networks with Multi-Task Learning
期刊论文
SENSORS, 2020, 卷号: 20, 期号: 16, 页码: 23
作者:
Jia, Hongwei
;
Luo, Haiyong
;
Wang, Hao
;
Zhao, Fang
;
Ke, Qixue
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  |  
浏览/下载:16/0
  |  
提交时间:2020/12/10
forecasting passenger flow
spatiotemporal networks
multi-task learning
attention mechanism
spatiotemporal dependency
Analysis of landslide stability under seismic action and subsequent rainfall: a case study on the Ganjiazhai giant landslide along the Zhaotong-Qiaojia road during the 2014 Ludian earthquake, Yunnan, China
期刊论文
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2020, 页码: 20
作者:
Fu, Xiaodong
;
Sheng, Qian
;
Li, Guo
;
Zhang, Zhenping
;
Zhou, Yongqiang
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浏览/下载:10/0
  |  
提交时间:2021/05/25
Landslide
Strong earthquake
Subsequent rainfall
Dynamic stability
Failure process
Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 4, 页码: 1624-1630
作者:
Chen, Yuanyuan
;
Lv, Yisheng
;
Wang, Fei-Yue
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  |  
浏览/下载:17/0
  |  
提交时间:2020/06/02
Generators
Data models
Gallium nitride
Generative adversarial networks
Training
Loss measurement
Biological system modeling
Parallel data
generative adversarial networks
traffic flow imputation
data augmentation
deep learning
Spatial Fractal Structure of Microseismic Events for Different Types of Rockburst in Deeply Buried Tunnels
期刊论文
INTERNATIONAL JOURNAL OF GEOMECHANICS, 2020, 卷号: 20, 期号: 4, 页码: 9
作者:
Yu, Yang
;
Feng, Xia-Ting
;
Xu, Chang-jie
;
Chen, Bing-rui
;
Xiao, Ya-Xun
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  |  
浏览/下载:13/0
  |  
提交时间:2021/05/25
Fractal structure
Microseismic events
Strain-structure slip rockburst
Strain rockburst
Spatial fractal dimension
Modelling the Publishing Process of Big Location Data Using Deep Learning Prediction Methods
期刊论文
ELECTRONICS, 2020, 卷号: 9, 期号: 3
作者:
Yan, Yan
;
Wang, Bingqian
;
Sheng, Quan Z.
;
Mahmood, Adnan
;
Feng, Tao
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  |  
浏览/下载:10/0
  |  
提交时间:2022/03/01
big location data
publishing interval prediction
deep learning
adaptive adjusted sampling
MODWT decomposition
基于斜坡单元的川藏交通廊道潜在滑坡危险区概率识别及预测
学位论文
北京: 中国科学院大学, 2020
作者:
徐瑞池
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/01/18
川藏交通廊道
分布规律
斜坡单元
静态识别
动态预测
Local-Aggregation Graph Networks
期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 卷号: 42, 期号: 11, 页码: 2874-2886
作者:
Jianlong Chang
;
Lingfeng Wang
;
Gaofeng Meng
;
Shiming Xiang
;
Chunhong Pan
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/10/20
Local-aggregation function
local-aggregation graph neural network
non-Euclidean structured signal
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