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Diansheng Guo
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2020 – today
- 2024
- [j33]Tong Xia
, Yong Li
History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural Network. ACM Trans. Knowl. Discov. Data 18(3): 53:1-53:22 (2024) - [i3]Hao Miao, Senzhang Wang, Meiyue Zhang, Diansheng Guo, Funing Sun, Fan Yang:
Deep Multi-View Channel-Wise Spatio-Temporal Network for Traffic Flow Prediction. CoRR abs/2404.15034 (2024) - 2023
- [j32]Yingjing Huang, Fan Zhang, Yong Gao, Wei Tu
Comprehensive urban space representation with varying numbers of street-level images. Comput. Environ. Urban Syst. 106: 102043 (2023) - [c13]Zekun Cai
MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation. CIKM 2023: 193-202 - [i2]Zekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang, Diansheng Guo, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki:
MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation. CoRR abs/2309.14216 (2023) - 2022
- [j31]Jie Feng, Yong Li, Ziqian Lin, Can Rong, Funing Sun, Diansheng Guo, Depeng Jin:
Context-aware Spatial-Temporal Neural Network for Citywide Crowd Flow Prediction via Modeling Long-range Spatial Dependency. ACM Trans. Knowl. Discov. Data 16(3): 49:1-49:21 (2022) - 2021
- [j30]Caglar Koylu
Connecting family trees to construct a population-scale and longitudinal geo-social network for the U.S. Int. J. Geogr. Inf. Sci. 35(12): 2380-2423 (2021) - [j29]Tong Xia
3DGCN: 3-Dimensional Dynamic Graph Convolutional Network for Citywide Crowd Flow Prediction. ACM Trans. Knowl. Discov. Data 15(6): 110:1-110:21 (2021) - [c12]Tong Xia
AttnMove: History Enhanced Trajectory Recovery via Attentional Network. AAAI 2021: 4494-4502 - [c11]Mingyang Zhang, Yong Li, Funing Sun, Diansheng Guo
Adaptive Spatio-Temporal Convolutional Network for Traffic Prediction. ICDM 2021: 1475-1480 - [i1]Tong Xia, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Yong Li:
AttnMove: History Enhanced Trajectory Recovery via Attentional Network. CoRR abs/2101.00646 (2021) - 2020
- [j28]Jie Feng, Can Rong, Funing Sun, Diansheng Guo
PMF: A Privacy-preserving Human Mobility Prediction Framework via Federated Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 10:1-10:21 (2020) - [j27]Fengli Xu, Zongyu Lin, Tong Xia
SUME: Semantic-enhanced Urban Mobility Network Embedding for User Demographic Inference. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(3): 98:1-98:25 (2020) - [c10]Jie Feng, Ziqian Lin, Tong Xia
A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling. IJCAI 2020: 1331-1337
2010 – 2019
- 2019
- [j26]Jack Grieve, Chris Montgomery, Andrea Nini
Mapping Lexical Dialect Variation in British English Using Twitter. Frontiers Artif. Intell. 2: 11 (2019) - [j25]Xi Zhu
Density-based multi-scale flow mapping and generalization. Comput. Environ. Urban Syst. 77 (2019) - [c9]Kai Zhao, Jie Feng, Zhao Xu
DeepMM: Deep Learning Based Map Matching with Data Augmentation. SIGSPATIAL/GIS 2019: 452-455 - [c8]Tong Xia
Understanding Urban Dynamics via State-sharing Hidden Markov Model. WWW 2019: 3363-3369 - [c7]Fengli Xu, Zhen Tu, Hongjia Huang, Shuhao Chang, Funing Sun, Diansheng Guo
No More than What I Post: Preventing Linkage Attacks on Check-in Services. WWW 2019: 3405-3412 - 2018
- [j24]Diansheng Guo
Detecting spatial community structure in movements. Int. J. Geogr. Inf. Sci. 32(7): 1326-1347 (2018) - 2017
- [j23]Caglar Koylu
Design and evaluation of line symbolizations for origin-destination flow maps. Inf. Vis. 16(4): 309-331 (2017) - [j22]Xi Zhu
Urban event detection with big data of taxi OD trips: A time series decomposition approach. Trans. GIS 21(3): 560-574 (2017) - 2016
- [j21]Yuan Huang, Diansheng Guo
Understanding U.S. regional linguistic variation with Twitter data analysis. Comput. Environ. Urban Syst. 59: 244-255 (2016) - 2015
- [e1]Yee Leung, Diansheng Guo, Chongcheng Chen:
2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, ICSDM 2015, Fuzhou, China, July 8-10, 2015. IEEE 2015, ISBN 978-1-4799-7748-2 [contents] - 2014
- [j20]Nan Chen
Influence of DEM orientation on the error of slope calculation. Earth Sci. Informatics 7(4): 277-285 (2014) - [j19]Diansheng Guo
Detecting Non-personal and Spam Users on Geo-tagged Twitter Network. Trans. GIS 18(3): 370-384 (2014) - [j18]Xi Zhu, Diansheng Guo
Mapping Large Spatial Flow Data with Hierarchical Clustering. Trans. GIS 18(3): 421-435 (2014) - [j17]Diansheng Guo
Origin-Destination Flow Data Smoothing and Mapping. IEEE Trans. Vis. Comput. Graph. 20(12): 2043-2052 (2014) - 2013
- [j16]Caglar Koylu
Smoothing locational measures in spatial interaction networks. Comput. Environ. Urban Syst. 41: 12-25 (2013) - 2012
- [j15]John A. Kupfer, Peng Gao, Diansheng Guo
Regionalization of forest pattern metrics for the continental United States using contiguity constrained clustering and partitioning. Ecol. Informatics 9: 11-18 (2012) - [j14]Diansheng Guo
Discovering Spatial Patterns in Origin-Destination Mobility Data. Trans. GIS 16(3): 411-429 (2012) - 2011
- [j13]Diansheng Guo
iRedistrict: Geovisual analytics for redistricting optimization. J. Vis. Lang. Comput. 22(4): 279-289 (2011) - 2010
- [j12]Diansheng Guo
Local entropy map: a nonparametric approach to detecting spatially varying multivariate relationships. Int. J. Geogr. Inf. Sci. 24(9): 1367-1389 (2010) - [j11]Diansheng Guo
A graph-based approach to vehicle trajectory analysis. J. Locat. Based Serv. 4(3&4): 183-199 (2010) - [j10]Diansheng Guo
Erratum to "Spatial data mining and geographic knowledge discovery - An introduction" [Computers, Environment and Urban Systems 33 (2009) 403-408]. Comput. Environ. Urban Syst. 34(2): 175 (2010)
2000 – 2009
- 2009
- [j9]Diansheng Guo
Flow Mapping and Multivariate Visualization of Large Spatial Interaction Data. IEEE Trans. Vis. Comput. Graph. 15(6): 1041-1048 (2009) - [j8]Jeremy Mennis, Diansheng Guo
Spatial data mining and geographic knowledge discovery - An introduction. Comput. Environ. Urban Syst. 33(6): 403-408 (2009) - [c6]Hai Jin, Diansheng Guo
Understanding Climate Change Patterns with Multivariate Geovisualization. ICDM Workshops 2009: 217-222 - [c5]Diansheng Guo
Greedy Optimization for Contiguity-Constrained Hierarchical Clustering. ICDM Workshops 2009: 591-596 - 2008
- [j7]Diansheng Guo
Regionalization with dynamically constrained agglomerative clustering and partitioning (REDCAP). Int. J. Geogr. Inf. Sci. 22(7): 801-823 (2008) - [j6]Ke Liao, Diansheng Guo
A Clustering-Based Approach to the Capacitated Facility Location Problem1. Trans. GIS 12(3): 323-339 (2008) - 2007
- [j5]Diansheng Guo
Visual analytics of spatial interaction patterns for pandemic decision support. Int. J. Geogr. Inf. Sci. 21(8): 859-877 (2007) - 2006
- [j4]Diansheng Guo
Spatial ordering and encoding for geographic data mining and visualization. J. Intell. Inf. Syst. 27(3): 243-266 (2006) - [j3]Diansheng Guo
A Visualization System for Space-Time and Multivariate Patterns (VIS-STAMP). IEEE Trans. Vis. Comput. Graph. 12(6): 1461-1474 (2006) - 2004
- [c4]Xiping Dai, Diansheng Guo, Alan M. MacEachren, Biliang Zhou, Jin Chen, James Macgill:
Web-Based Collaborative Tools for Geospatial Data Exploration. DG.O 2004 - 2003
- [j2]Diansheng Guo
ICEAGE: Interactive Clustering and Exploration of Large and High-Dimensional Geodata. GeoInformatica 7(3): 229-253 (2003) - [j1]Diansheng Guo:
Coordinating computational and visual approaches for interactive feature selection and multivariate clustering. Inf. Vis. 2(4): 232-246 (2003) - [c3]Diansheng Guo:
A Geographic Visual Query Composer (GVQC) for Accessing Federal Databases. DG.O 2003 - [c2]Alan M. MacEachren, Xiping Dai, Frank Hardisty, Diansheng Guo
Exploring High-D Spaces with Multiform Matrices and Small Multiples. INFOVIS 2003: 31-38 - 2002
- [c1]Diansheng Guo, Donna J. Peuquet, Mark Gahegan
Opening the black box: interactive hierarchical clustering for multivariate spatial patterns. ACM-GIS 2002: 131-136
Coauthor Index
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