- Xuke Hu, Hussein S. Al-Olimat, Jens Kersten, Matti Wiegmann, Friederike Klan, Yeran Sun, Hongchao Fan:
GazPNE: annotation-free deep learning for place name extraction from microblogs leveraging gazetteer and synthetic data by rules. Int. J. Geogr. Inf. Sci. 36(2): 310-337 (2022) - Yingjie Hu, Zhipeng Gui, Jimin Wang, Muxian Li:
Enriching the metadata of map images: a deep learning approach with GIS-based data augmentation. Int. J. Geogr. Inf. Sci. 36(4): 799-821 (2022) - Guanghui Hu, Chun Wang, Sijin Li, Wen Dai, Liyang Xiong, Guoan Tang, Josef Strobl:
Using vertices of a triangular irregular network to calculate slope and aspect. Int. J. Geogr. Inf. Sci. 36(2): 382-404 (2022) - Weiming Huang, Lizhen Cui, Meng Chen, Daokun Zhang, Yao Yao:
Estimating urban functional distributions with semantics preserved POI embedding. Int. J. Geogr. Inf. Sci. 36(10): 1905-1930 (2022) - Tao Jia, Chenxi Cai, Xin Li, Xi Luo, Yuanyu Zhang, Xuesong Yu:
Dynamical community detection and spatiotemporal analysis in multilayer spatial interaction networks using trajectory data. Int. J. Geogr. Inf. Sci. 36(9): 1719-1740 (2022) - Glen D. Johnson, Melissa Checker, Scott Larson, Hanish Kodali:
A small area index of gentrification, applied to New York City. Int. J. Geogr. Inf. Sci. 36(1): 137-157 (2022) - Dominik Kaim, Elzbieta Ziólkowska, Simona R. Gradinaru, Róbert Pazúr:
Assessing the suitability of urban-oriented land cover products for mapping rural settlements. Int. J. Geogr. Inf. Sci. 36(12): 2412-2426 (2022) - Junfeng Kang, Xingyu Guo, Lei Fang, Xiangrong Wang, Zhengqiu Fan:
Integration of Internet search data to predict tourism trends using spatial-temporal XGBoost composite model. Int. J. Geogr. Inf. Sci. 36(2): 236-252 (2022) - Chaogui Kang, Zhuojun Jiang, Yu Liu:
Measuring hub locations in time-evolving spatial interaction networks based on explicit spatiotemporal coupling and group centrality. Int. J. Geogr. Inf. Sci. 36(2): 360-381 (2022) - Mengjun Kang, Yue Liu, Mengqi Wang, Lin Li, Min Weng:
A random forest classifier with cost-sensitive learning to extract urban landmarks from an imbalanced dataset. Int. J. Geogr. Inf. Sci. 36(3): 496-513 (2022) - Yuhao Kang, Kunlin Wu, Song Gao, Ignavier Ng, Jinmeng Rao, Shan Ye, Fan Zhang, Teng Fei:
STICC: a multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity. Int. J. Geogr. Inf. Sci. 36(8): 1518-1549 (2022) - Ling Li, Jianquan Cheng, Jon Bannister, Xiongfa Mai:
Geographically and temporally weighted co-location quotient: an analysis of spatiotemporal crime patterns in greater Manchester. Int. J. Geogr. Inf. Sci. 36(5): 918-942 (2022) - Shengwen Li, Chenpeng Sun, Renyao Chen, Xinchuan Li, Qingzhong Liang, Junfang Gong, Hong Yao:
Location-aware neural graph collaborative filtering. Int. J. Geogr. Inf. Sci. 36(8): 1550-1574 (2022) - Dongshuang Li, Yuhao Teng, Xinxin Zhou, Jiyi Zhang, Wen Luo, Binru Zhao, Zhaoyuan Yu, Linwang Yuan:
A tensor-based approach to unify organization and operation of data for irregular spatio-temporal fields. Int. J. Geogr. Inf. Sci. 36(9): 1885-1904 (2022) - Xiuquan Li, Meizhen Wang, Xuejun Liu, Ziran Wang, Yuxia Bian:
Representing dynamic lanes in road network models. Int. J. Geogr. Inf. Sci. 36(7): 1467-1483 (2022) - Jie Lin, Gordon A. Cromley:
A narrative analysis of the 2SFCA and i2SFCA methods. Int. J. Geogr. Inf. Sci. 36(5): 943-967 (2022) - Wenkai Liu, Qiliang Liu, Min Deng, Jiannan Cai, Jie Yang:
Discovery of statistically significant regional co-location patterns on urban road networks. Int. J. Geogr. Inf. Sci. 36(4): 749-772 (2022) - Qiliang Liu, Jie Yang, Min Deng, Wenkai Liu, Rui Xu:
BiFlowAMOEBA for the identification of arbitrarily shaped clusters in bivariate flow data. Int. J. Geogr. Inf. Sci. 36(9): 1784-1808 (2022) - Qiliang Liu, Jie Yang, Min Deng, Ci Song, Wenkai Liu:
SNN_flow: a shared nearest-neighbor-based clustering method for inhomogeneous origin-destination flows. Int. J. Geogr. Inf. Sci. 36(2): 253-279 (2022) - Carlos López-Vázquez:
Uncertainty interval estimates for computing slope and aspect from a gridded digital elevation model. Int. J. Geogr. Inf. Sci. 36(8): 1601-1628 (2022) - Xianwei Lv, Zhenfeng Shao, Xiao Huang, Wen Zhou, Dongping Ming, Jiaming Wang, Chengzhuo Tong:
BTS: a binary tree sampling strategy for object identification based on deep learning. Int. J. Geogr. Inf. Sci. 36(4): 822-848 (2022) - Gengchen Mai, Krzysztof Janowicz, Yingjie Hu, Song Gao, Bo Yan, Rui Zhu, Ling Cai, Ni Lao:
A review of location encoding for GeoAI: methods and applications. Int. J. Geogr. Inf. Sci. 36(4): 639-673 (2022) - Joseph Mango, Christophe Claramunt, Jamila Ngondo, Di Zhang, Dong Xu, EbruHusniye Colak, Xiang Li:
Multipurpose temporal GIS model for cadastral data management. Int. J. Geogr. Inf. Sci. 36(6): 1205-1230 (2022) - Arif Masrur, Manzhu Yu, Prasenjit Mitra, Donna J. Peuquet, Alan Taylor:
Interpretable machine learning for analysing heterogeneous drivers of geographic events in space-time. Int. J. Geogr. Inf. Sci. 36(4): 692-719 (2022) - Wataru Morioka, Atsuyuki Okabe, Mei-Po Kwan, Sara L. McLafferty:
An exact statistical method for analyzing co-location on a street network and its computational implementation. Int. J. Geogr. Inf. Sci. 36(4): 773-798 (2022) - Wangshu Mu, Daoqin Tong:
Computation of the distance between a polygon and a point in spatial analysis. Int. J. Geogr. Inf. Sci. 36(8): 1575-1600 (2022) - Huan Ning, Zhenlong Li, Xinyue Ye, Shaohua Wang, Wenbo Wang, Xiao Huang:
Exploring the vertical dimension of street view image based on deep learning: a case study on lowest floor elevation estimation. Int. J. Geogr. Inf. Sci. 36(7): 1317-1342 (2022) - Evgeny Noi, Alexander Rudolph, Somayeh Dodge:
Assessing COVID-induced changes in spatiotemporal structure of mobility in the United States in 2020: a multi-source analytical framework. Int. J. Geogr. Inf. Sci. 36(3): 585-616 (2022) - Jinwoo Park, Jeon-Young Kang, Daniel W. Goldberg, Tracy Anne Hammond:
Leveraging temporal changes of spatial accessibility measurements for better policy implications: a case study of electric vehicle (EV) charging stations in Seoul, South Korea. Int. J. Geogr. Inf. Sci. 36(6): 1185-1204 (2022) - Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny:
HiPerMovelets: high-performance movelet extraction for trajectory classification. Int. J. Geogr. Inf. Sci. 36(5): 1012-1036 (2022)