Kang Liu

According to our database, Kang Liu authored at least 17 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Act2Loc: a synthetic trajectory generation method by combining machine learning and mechanistic models.

Kang Liu, Xin Jin, Shifen Cheng, Song Gao, Ling Yin, Feng Lu

Int. J. Geogr. Inf. Sci., March, 2024

Generating synthetic population for simulating the spatiotemporal dynamics of epidemics.

Kemin Zhu, Ling Yin, Kang Liu, Junli Liu, Yepeng Shi, Xuan Li, Hongyang Zou, Huibin Du

PLoS Comput. Biol., February, 2024

Deciphering Human Mobility: Inferring Semantics of Trajectories with Large Language Models.

Yuxiao Luo, Zhongcai Cao, Xin Jin, Kang Liu, Ling Yin

Proceedings of the 25th IEEE International Conference on Mobile Data Management, 2024

2023

Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction.

Wei Zeng, Chengqiao Lin, Kang Liu, Juncong Lin, Anthony K. H. Tung

IEEE Trans. Knowl. Data Eng., March, 2023

2022

Trends in Forest Greening and Its Spatial Correlation with Bioclimatic and Environmental Factors in the Greater Mekong Subregion from 2001 to 2020.

Bing He, Xi Wu, Kang Liu, Yuanzhi Yao, Wenjiang Chen, Wei Zhao

Remote. Sens., December, 2022

Exploring Park Visit Variability Using Cell Phone Data in Shenzhen, China.

Bing He, Jinxing Hu, Kang Liu, Jianzhang Xue, Li Ning, Jianping Fan

Remote. Sens., 2022

Impact of initial outbreak locations on transmission risk of infectious diseases in an intra-urban area.

Kang Liu, Ling Yin, Jianzhang Xue

CoRR, 2022

2021

Spatial and Temporal Characteristics of Urban Tourism Travel by Taxi - A Case Study of Shenzhen.

Bing He, Kang Liu, Zhe Xue, Jiajun Liu, Diping Yuan, Jiyao Yin, Guohua Wu

ISPRS Int. J. Geo Inf., 2021

Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks.

Mingxiao Li, Song Gao, Feng Lu, Kang Liu, Hengcai Zhang, Wei Tu

Int. J. Geogr. Inf. Sci., 2021

Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction.

Wei Zeng, Chengqiao Lin, Kang Liu, Juncong Lin, Anthony K. H. Tung

CoRR, 2021

2019

Identifying spatial interaction patterns of vehicle movements on urban road networks by topic modelling.

Kang Liu, Song Gao, Feng Lu

Comput. Environ. Urban Syst., 2019

Simulating Human Host Interventions to Control Intra-urban Dengue Outbreaks with a Spatially Individual-based Model.

Qiao Wan, Ling Yin, Liang Mao, Li Wang, Shujiang Mei, Qinglan Li, Kang Liu

Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019

2017

A ST-CRF Map-Matching Method for Low-Frequency Floating Car Data.

Xiliang Liu, Kang Liu, Mingxiao Li, Feng Lu

IEEE Trans. Intell. Transp. Syst., 2017

Road2Vec: Measuring Traffic Interactions in Urban Road System from Massive Travel Routes.

Kang Liu, Song Gao, Peiyuan Qiu, Xiliang Liu, Bo Yan, Feng Lu

ISPRS Int. J. Geo Inf., 2017

ST-PF: Spatio-Temporal Particle Filter for Floating-Car Data Pre-processing.

Xiliang Liu, Li Yu, Kang Liu, Peng Peng, Shifen Cheng, Mengdi Liao, Feng Lu

Proceedings of the Information Fusion and Intelligent Geographic Information Systems (IF&IGIS'17), 2017

SHE: Stepwise Heterogeneous Ensemble Method for Citywide Traffic Analysis.

Xiliang Liu, Kang Liu, Mingxiao Li, Feng Lu, Mengdi Liao, Ren Yang

Proceedings of the 1st ACM SIGSPATIAL Workshop on Prediction of Human Mobility, 2017

2016

Exploring urban travel routes' characteristics from a geometric perspective.

Kang Liu, Peiyuan Qiu, Mingxiao Li, Xiliang Liu, Feng Lu

Proceedings of the 24th International Conference on Geoinformatics, GeoInformatics 2016, 2016