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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
Authors:  Li, Mingxiao;  Lu, Feng;  Zhang, Hengcai;  Chen, Jie
Favorite  |  View/Download:20/0  |  Submit date:2020/05/19
Location prediction  fuzzy space partition  mobile phone data  trajectory data mining  deep learning  
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
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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
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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
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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:9/0  |  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:15/0  |  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:8/0  |  Submit date:2020/03/23
基于手机定位数据的城市人口分布近实时预测 期刊论文
地球信息科学学报, 2018, 卷号: 20, 期号: 4, 页码: 523
Authors:  陈丽娜;  吴升;  陈洁;  李明晓;  陆锋
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A ST-CRF Map-Matching Method for Low-Frequency Floating Car Data 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2017, 卷号: 18, 期号: 5, 页码: 1241-1254
Authors:  Liu, Xiliang;  Liu, Kang;  Li, Mingxiao;  Lu, Feng
Favorite  |  View/Download:3/0  |  Submit date:2019/09/25
Map matching  conditional random field  label-bias problem  floating car data  trajectory  robustness  
上海市精细时空尺度人口分布估计与特征分析 期刊论文
地球信息科学学报, 2017, 卷号: 19, 期号: 6, 页码: 800
Authors:  李明晓;  陈洁;  张恒才;  仇培元;  刘康;  陆锋
Favorite  |  View/Download:0/0  |  Submit date:2020/03/23