Kang Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Generation Method

Traffic Analysis

Interaction Patterns

Top Venues

Int. J. Geogr. Inf. Sci.

PredictGIS@SIGSPATIAL

Publications

Kemin Zhu, Ling Yin, Kang Liu, Junli Liu, Yepeng Shi, Xuan Li, Hongyang Zou, Huibin Du
Generating synthetic population for simulating the spatiotemporal dynamics of epidemics. PLoS Comput. Biol. 20 (2) (2024)
Kang Liu, Xin Jin, Shifen Cheng, Song Gao, Ling Yin, Feng Lu
Act2Loc: a synthetic trajectory generation method by combining machine learning and mechanistic models. Int. J. Geogr. Inf. Sci. 38 (3) (2024)
Yuxiao Luo, Zhongcai Cao, Xin Jin, Kang Liu, Ling Yin
Deciphering Human Mobility: Inferring Semantics of Trajectories with Large Language Models. MDM (2024)
Yuxiao Luo, Zhongcai Cao, Xin Jin, Kang Liu, Ling Yin
Deciphering Human Mobility: Inferring Semantics of Trajectories with Large Language Models. CoRR (2024)
Mingxiao Li, Song Gao, Feng Lu, Kang Liu, Hengcai Zhang, Wei Tu
Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks. Int. J. Geogr. Inf. Sci. 35 (12) (2021)
Kang Liu, Song Gao, Feng Lu
Identifying spatial interaction patterns of vehicle movements on urban road networks by topic modelling. Comput. Environ. Urban Syst. 74 (2019)
Xiliang Liu, Kang Liu, Mingxiao Li, Feng Lu
A ST-CRF Map-Matching Method for Low-Frequency Floating Car Data. IEEE Trans. Intell. Transp. Syst. 18 (5) (2017)
Xiliang Liu, Kang Liu, Mingxiao Li, Feng Lu, Mengdi Liao, Ren Yang
SHE: Stepwise Heterogeneous Ensemble Method for Citywide Traffic Analysis. PredictGIS@SIGSPATIAL (2017)
Xiliang Liu, Li Yu, Kang Liu, Peng Peng, Shifen Cheng, Mengdi Liao, Feng Lu
ST-PF: Spatio-Temporal Particle Filter for Floating-Car Data Pre-processing. IF&GIS (2017)
Kang Liu, Song Gao, Peiyuan Qiu, Xiliang Liu, Bo Yan, Feng Lu
Road2Vec: Measuring Traffic Interactions in Urban Road System from Massive Travel Routes. ISPRS Int. J. Geo Inf. 6 (11) (2017)
Kang Liu, Peiyuan Qiu, Mingxiao Li, Xiliang Liu, Feng Lu
Exploring urban travel routes' characteristics from a geometric perspective. Geoinformatics (2016)