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Trip Purposes Mining From Mobile Signaling Data
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 99, 期号: 99, 页码: 13
作者:
Li, Zhishuai
;
Xiong, Gang
;
Wei, Zebing
;
Zhang, Yu
;
Zheng, Meng
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2022/01/27
Cellular networks
Trajectory
Semantics
Unsupervised learning
Supervised learning
Resource management
Public transportation
Trip purpose inference
cellular network data
latent Dirichlet allocation
travel behavior
big data
An unsupervised learning method with convolutional auto-encoder for vessel trajectory similarity computation
期刊论文
OCEAN ENGINEERING, 2021, 卷号: 225, 页码: 16
作者:
Liang, Maohan
;
Liu, Ryan Wen
;
Li, Shichen
;
Xiao, Zhe
;
Liu, Xin
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  |  
浏览/下载:44/0
  |  
提交时间:2021/06/10
Automatic identification system (AIS)
Trajectory similarity
Trajectory clustering
Convolutional neural network (CNN)
Convolutional auto-encoder (CAE)
Refining Sparse Cell-ID Trajectory of Public Service Vehicles by Spatiotemporal Modelling
期刊论文
JOURNAL OF ADVANCED TRANSPORTATION, 2021, 卷号: 2021, 页码: 12
作者:
Zhu, Kemin
;
Liu, Junli
;
Song, Xianfeng
;
Wang, Weifeng
;
Chen, Hao
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  |  
浏览/下载:19/0
  |  
提交时间:2021/04/25
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
Identifying Port Calls of Ships by Uncertain Reasoning with Trajectory Data
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 12, 页码: 13
作者:
Wu, Lin
;
Xu, Yongjun
;
Wang, Fei
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  |  
浏览/下载:42/0
  |  
提交时间:2021/12/01
uncertainty reasoning
port mining
automatic identification system
origin-destination
trajectory data
Inferring transit-based health seeking patterns from smart card data - A case study in Beijing, China
期刊论文
HEALTH & PLACE, 2020, 卷号: 65, 页码: 8
作者:
Du, Fangye
;
Mao, Liang
;
Wang, Jiaoe
;
Jin, Haitao
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/03/16
Health seeking behavior
Public transit
Big data analytics
Spatial health disparity
Beijing
Mining Evolution Patterns from Complex Trajectory Structures-A Case Study of Mesoscale Eddies in the South China Sea
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 7, 页码: 15
作者:
Wang, Huimeng
;
Du, Yunyan
;
Yi, Jiawei
;
Wang, Nan
;
Liang, Fuyuan
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  |  
浏览/下载:7/0
  |  
提交时间:2021/03/18
complex trajectory
mesoscale eddy
structural evolution
frequent pattern
periodic pattern
scTIM: seeking cell-type-indicative marker from single cell RNA-seq data by consensus optimization
期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 8, 页码: 2474-2485
作者:
Feng, Zhanying
;
Ren, Xianwen
;
Fang, Yuan
;
Yin, Yining
;
Huang, Chutian
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2020/06/30
Spatiotemporal evolution pattern detection for heavy-duty diesel truck emissions using trajectory mining: A case study of Tianjin, China
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 244, 页码: 17
作者:
Cheng, Shifen
;
Zhang, Beibei
;
Peng, Peng
;
Yang, Zhenzhen
;
Lu, Feng
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/05/19
Heavy-duty diesel trucks
Transport emission
Trajectory mining
Spatiotemporal cube
Spatiotemporal evolution pattern
Estimation of Travel Time Based on Ensemble Method With Multi-Modality Perspective Urban Big Data
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 24819-24828
作者:
Zou, Zhiqiang
;
Yang, Haoyu
;
Zhu, A-Xing
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/05/19
Travel time estimation
ensemble method
deep neural network
gradient boosted decision trees
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