Ganmin Yin

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 8

Top Topics

Clustering Method

Learning Mechanism

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Simul. Model. Pract. Theory

Publications

Ganmin Yin, Zhou Huang, Liu Yang, Eran Ben-Elia, Liyan Xu, Bronte Scheuer, Yu Liu
How to quantify the travel ratio of urban public transport at a high spatial resolution? A novel computational framework with geospatial big data. Int. J. Appl. Earth Obs. Geoinformation 118 (2023)
Ganmin Yin, Zhou Huang, Yi Bao, Han Wang, Linna Li, Xiaolei Ma, Yi Zhang
ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects. GeoInformatica 27 (2) (2023)
Yi Bao, Zhou Huang, Xuri Gong, Yuyang Zhang, Ganmin Yin, Han Wang
Optimizing segmented trajectory data storage with HBase for improved spatio-temporal query efficiency. Int. J. Digit. Earth 16 (1) (2023)
Lin Wan, Ganmin Yin, Jiahao Wang, Golan Ben-Dor, Aleksey Ogulenko, Zhou Huang
PATRIC: A high performance parallel urban transport simulation framework based on traffic clustering. Simul. Model. Pract. Theory 126 (2023)
Yaoli Wang, Zhou Huang, Ganmin Yin, Haifeng Li, Liu Yang, Yuelong Su, Yu Liu, Xv Shan
Applying Ollivier-Ricci curvature to indicate the mismatch of travel demand and supply in urban transit network. Int. J. Appl. Earth Obs. Geoinformation 106 (2022)
Han Wang, Zhou Huang, Xiao Zhou, Ganmin Yin, Yi Bao
DouFu: A Double Fusion Joint Learning Method For Driving Trajectory Representation. CoRR (2022)
Han Wang, Zhou Huang, Xiao Zhou, Ganmin Yin, Yi Bao, Yi Zhang
DouFu: A Double Fusion Joint Learning Method for Driving Trajectory Representation. Knowl. Based Syst. 258 (2022)
Han Wang, Zhou Huang, Ganmin Yin, Yi Bao, Xiao Zhou, Yong Gao
GWRBoost: A geographically weighted gradient boosting method for explainable quantification of spatially-varying relationships. CoRR (2022)