Geographic data mining and knowledge discovery HJ Miller, J Han CRC press, 2009 | 1402 | 2009 |
A visualization system for space-time and multivariate patterns (vis-stamp) D Guo, J Chen, AM MacEachren, K Liao IEEE transactions on visualization and computer graphics 12 (6), 1461-1474, 2006 | 437 | 2006 |
Spatial data mining and geographic knowledge discovery—An introduction J Mennis, D Guo Computers, Environment and Urban Systems 33 (6), 403-408, 2009 | 430 | 2009 |
Regionalization with dynamically constrained agglomerative clustering and partitioning (REDCAP) D Guo International Journal of Geographical Information Science 22 (7), 801-823, 2008 | 395 | 2008 |
Flow mapping and multivariate visualization of large spatial interaction data D Guo IEEE Transactions on Visualization and Computer Graphics 15 (6), 1041-1048, 2009 | 346 | 2009 |
A novel approach to leveraging social media for rapid flood mapping: a case study of the 2015 South Carolina floods Z Li, C Wang, CT Emrich, D Guo Cartography and Geographic Information Science 45 (2), 97-110, 2018 | 246 | 2018 |
Multivariate analysis and geovisualization with an integrated geographic knowledge discovery approach D Guo, M Gahegan, AM MacEachren, B Zhou Cartography and Geographic Information Science 32 (2), 113-132, 2005 | 228 | 2005 |
Discovering spatial patterns in origin‐destination mobility data D Guo, X Zhu, H Jin, P Gao, C Andris Transactions in GIS 16 (3), 411-429, 2012 | 227 | 2012 |
Understanding US regional linguistic variation with Twitter data analysis Y Huang, D Guo, A Kasakoff, J Grieve Computers, environment and urban systems 59, 244-255, 2016 | 207 | 2016 |
Origin-destination flow data smoothing and mapping D Guo, X Zhu IEEE transactions on visualization and computer graphics 20 (12), 2043-2052, 2014 | 190 | 2014 |
PMF: A privacy-preserving human mobility prediction framework via federated learning J Feng, C Rong, F Sun, D Guo, Y Li Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020 | 172 | 2020 |
Visual analytics of spatial interaction patterns for pandemic decision support D Guo International Journal of Geographical Information Science 21 (8), 859-877, 2007 | 172 | 2007 |
Mapping large spatial flow data with hierarchical clustering X Zhu, D Guo Transactions in GIS 18 (3), 421-435, 2014 | 162 | 2014 |
Coordinating computational and visual approaches for interactive feature selection and multivariate clustering D Guo Information Visualization 2 (4), 232-246, 2003 | 145 | 2003 |
Exploring high-D spaces with multiform matrices and small multiples A MacEachren, D Xiping, F Hardisty, D Guo, G Lengerich IEEE Symposium on Information Visualization 2003 (IEEE Cat. No. 03TH8714), 31-38, 2003 | 137 | 2003 |
Automatic region building for spatial analysis D Guo, H Wang Transactions in GIS 15, 29-45, 2011 | 122 | 2011 |
Analyzing lexical emergence in Modern American English online1 J Grieve, A Nini, D Guo English Language & Linguistics 21 (1), 99-127, 2017 | 119 | 2017 |
ICEAGE: Interactive clustering and exploration of large and high-dimensional geodata D Guo, DJ Peuquet, M Gahegan GeoInformatica 7, 229-253, 2003 | 119 | 2003 |
A graph-based approach to vehicle trajectory analysis D Guo, S Liu, H Jin Journal of Location Based Services 4 (3-4), 183-199, 2010 | 115 | 2010 |
Mapping lexical innovation on American social media J Grieve, A Nini, D Guo Journal of English Linguistics 46 (4), 293-319, 2018 | 109 | 2018 |