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Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2021, 页码: 28
Authors:  Li, Mingxiao;  Gao, Song;  Lu, Feng;  Liu, Kang;  Zhang, Hengcai;  Tu, Wei
Favorite  |  View/Download:1/0  |  Submit date:2021/06/10
Human activity intensity prediction  graph convolutional networks  social interaction  mobile phone data  human mobility  
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
Authors:  Li, Mingxiao;  Lu, Feng;  Zhang, Hengcai;  Chen, Jie
Favorite  |  View/Download:64/0  |  Submit date:2020/05/19
Location prediction  fuzzy space partition  mobile phone data  trajectory data mining  deep learning  
Multiscale dynamic human mobility flow dataset in the US during the COVID-19 epidemic 期刊论文
SCIENTIFIC DATA, 2020, 卷号: 7, 期号: 1, 页码: 13
Authors:  Kang, Yuhao;  Gao, Song;  Liang, Yunlei;  Li, Mingxiao;  Rao, Jinmeng;  Kruse, Jake
Favorite  |  View/Download:2/0  |  Submit date:2021/03/16
An enhanced model for evacuation vulnerability assessment in urban areas 期刊论文
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2020, 卷号: 84, 页码: 12
Authors:  Chen, Jie;  Pei, Tao;  Li, Mingxiao;  Song, Ci;  Ma, Ting;  Lu, Feng;  Shaw, Shih-Lung
Favorite  |  View/Download:3/0  |  Submit date:2021/03/16
Fine-grained  Evacuation vulnerability  Critical cluster model  Mobile phone data  Shanghai  
Dynamic Estimation of Individual Exposure Levels to Air Pollution Using Trajectories Reconstructed from Mobile Phone Data 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019, 卷号: 16, 期号: 22, 页码: 20
Authors:  Li, Mingxiao;  Gao, Song;  Lu, Feng;  Tong, Huan;  Zhang, Hengcai
Favorite  |  View/Download:11/0  |  Submit date:2020/05/19
individual exposure estimation  air pollution  trajectory reconstruction  human mobility  mobile phone sensor  
Reconstruction of human movement trajectories from large-scale low-frequency mobile phone data 期刊论文
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2019, 卷号: 77, 页码: 10
Authors:  Li, Mingxiao;  Gao, Song;  Lu, Feng;  Zhang, Hengcai
Favorite  |  View/Download:12/0  |  Submit date:2020/05/19
Trajectory reconstruction  Mobile phone data  Missing data patterns  Data partitioning  Machine learning  
抗酸化微生物复合菌系对餐厨垃圾堆肥腐殖质组分光谱学性质的影响 期刊论文
光谱学与光谱分析, 2019, 卷号: 039, 期号: 011, 页码: 3533
Authors:  宋彩红;  张亚丽;  李鸣晓;  齐辉;  夏训峰;  王丽君;  席北斗
Favorite  |  View/Download:3/0  |  Submit date:2020/05/19
Effect of inoculation with a microbial consortium that degrades organic acids on the composting efficiency of food waste 期刊论文
MICROBIAL BIOTECHNOLOGY, 2018, 卷号: 11, 期号: 6, 页码: 1124-1136
Authors:  Song, Caihong;  Zhang, Yali;  Xia, Xunfeng;  Qi, Hui;  Li, Mingxiao;  Pan, Hongwei;  Xi, Beidou
Favorite  |  View/Download:20/0  |  Submit date:2019/05/23
Impact of anti-acidification microbial consortium on carbohydrate metabolism of key microbes during food waste composting 期刊论文
BIORESOURCE TECHNOLOGY, 2018, 卷号: 259, 页码: 1-9
Authors:  Song, Caihong;  Li, Mingxiao;  Qi, Hui;  Zhang, Yali;  Liu, Dongming;  Xia, Xunfeng;  Pan, Hongwei;  Xi, Beidou
Favorite  |  View/Download:24/0  |  Submit date:2019/05/30
Food waste  Composting  Anti-acidification microbial consortium  Carbohydrate metabolism  Metaproteomics  
一种基于模糊长短期神经网络的移动对象轨迹预测算法 期刊论文
测绘学报, 2018, 卷号: 047, 期号: 012, 页码: 1660
Authors:  李明晓;  张恒才;  仇培元;  程诗奋;  陈洁;  陆锋
Favorite  |  View/Download:12/0  |  Submit date:2020/03/23