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Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 180, 页码: 116-132
Authors:  Cheng, Shifen;  Lu, Feng;  Peng, Peng;  Wu, Sheng
Favorite  |  View/Download:5/0  |  Submit date:2019/09/24
Multi-view learning  Multi-task learning  Particle swarm optimization  Spatiotemporal dependency  Spatiotemporal heterogeneity  Task relationship learning  
Short-term traffic forecasting: An adaptive ST-KNN model that considers spatial heterogeneity 期刊论文
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2018, 卷号: 71, 页码: 186-198
Authors:  Cheng, Shifen;  Lu, Feng;  Peng, Peng;  Wu, Sheng
Favorite  |  View/Download:4/0  |  Submit date:2019/05/23
Short-term traffic forecasting  Adaptive spatiotemporal k-nearest neighbor model  Spatial heterogeneity  Traffic patterns  
Road2Vec: Measuring Traffic Interactions in Urban Road System from Massive Travel Routes 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2017, 卷号: 6, 期号: 11, 页码: 14
Authors:  Liu, Kang;  Gao, Song;  Qiu, Peiyuan;  Liu, Xiliang;  Yan, Bo;  Lu, Feng
Favorite  |  View/Download:0/0  |  Submit date:2019/09/25
traffic interaction  Word2Vec  travel routes  floating car data  traffic forecasting  
全球航空网络的空间结构与影响机制研究 学位论文
硕士, 北京: 中国科学院研究生院, 2017
Authors:  王涵
Adobe PDF(9003Kb)  |  Favorite  |  View/Download:122/47  |  Submit date:2017/10/19
北京市过敏性鼻炎病例与气象因素的时间序列研究 学位论文
硕士: 中国科学院地理科学与资源研究所, 2016
Authors:  宋文静
Adobe PDF(3585Kb)  |  Favorite  |  View/Download:82/29  |  Submit date:2017/09/30
A Two-Stage Method to Estimate the Contribution of Road Traffic to PM2.5 Concentrations in Beijing, China SCI/SSCI论文
2016
Authors:  Fang X.;  Li, R. K.;  Xu, Q.;  Bottai, M.;  Fang, F.;  Cao, Y.
View  |  Adobe PDF(2605Kb)  |  Favorite  |  View/Download:58/10  |  Submit date:2017/11/09
PM2.5 concentration  road traffic contribution  atmospheric dispersion  model  generalized additive mixed model  long-term exposure  use regression-models  source apportionment  air-pollution  particulate matter  united-states  human health  chemical  characteristics  emission factors  receptor models  
Spatiotemporal patterns of particulate matter (PM) and associations between PM and mortality in Shenzhen, China SCI/SSCI论文
2016
Authors:  Zhang F. Y.;  Liu, X. J.;  Zhou, L.;  Yu, Y.;  Wang, L.;  Lu, J. M.;  Wang, W. Y.;  Krafft, T.
View  |  Adobe PDF(1634Kb)  |  Favorite  |  View/Download:54/20  |  Submit date:2017/11/09
Temporal-spatial patterns  Particulate matter  Mortality  Shenzhen  ambient air-pollution  time-series analysis  allergic rhinitis  term  exposure  health  pm2.5  cohort  pollutants  disease  cities  
Modelling input-output flows of severe acute respiratory syndrome in mainland China SCI/SSCI论文
2016
Authors:  Wang L.;  Wang, J. F.;  Xu, C. D.;  Liu, T. J.
View  |  Adobe PDF(2486Kb)  |  Favorite  |  View/Download:36/13  |  Submit date:2017/11/09
Input-output flows  Spatial interaction model  Spatial dependence  Spillover effects  Income difference  spatial interaction-models  infectious-diseases  international  migration  human movement  gravity model  spread  health  globalization  urbanization  transmission  
基于网络视角的城市道路交通状态空间相关性研究 学位论文
博士后, 北京: 中国科学院研究生院, 2014
Authors:  段滢滢
View  |  Adobe PDF(4782Kb)  |  Favorite  |  View/Download:114/58  |  Submit date:2015/01/05
气候变化与我国心脑血管疾病暴露反应的时空分异研究 学位论文
博士, 北京: 中国科学院研究生院, 2014
Authors:  黄季夏
Adobe PDF(5016Kb)  |  Favorite  |  View/Download:125/50  |  Submit date:2014/12/31