Diansheng Guo

50 papers A* 5A 1Journal 36Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
Deep Multi-View Channel-Wise Spatio-Temporal Network for Traffic Flow Prediction.
CoRR
Hao Miao, Senzhang Wang, Meiyue Zhang, Diansheng Guo, Funing Sun, Fan Yang
2024 J jnl
History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural Network.
ACM Trans. Knowl. Discov. Data
Tong Xia, Yong Li, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Depeng Jin
2023 J jnl
Comprehensive urban space representation with varying numbers of street-level images.
Comput. Environ. Urban Syst.
Yingjing Huang, Fan Zhang, Yong Gao, Wei Tu, Fabio Duarte, Carlo Ratti, Diansheng Guo, Yu Liu
2023 A conf
MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation.
CIKM
Zekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang, Diansheng Guo, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki
2023 J jnl
MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation.
CoRR
Zekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang, Diansheng Guo, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki
2022 J jnl
Context-aware Spatial-Temporal Neural Network for Citywide Crowd Flow Prediction via Modeling Long-range Spatial Dependency.
ACM Trans. Knowl. Discov. Data
Jie Feng, Yong Li, Ziqian Lin, Can Rong, Funing Sun, Diansheng Guo, Depeng Jin
2021 J jnl
3DGCN: 3-Dimensional Dynamic Graph Convolutional Network for Citywide Crowd Flow Prediction.
ACM Trans. Knowl. Discov. Data
Tong Xia, Junjie Lin, Yong Li, Jie Feng, Pan Hui, Funing Sun, Diansheng Guo, Depeng Jin
2021 A* conf
Adaptive Spatio-Temporal Convolutional Network for Traffic Prediction.
ICDM
Mingyang Zhang, Yong Li, Funing Sun, Diansheng Guo, Pan Hui
2021 A* conf
AttnMove: History Enhanced Trajectory Recovery via Attentional Network.
AAAI
Tong Xia, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Yong Li
2021 J jnl
AttnMove: History Enhanced Trajectory Recovery via Attentional Network.
CoRR
Tong Xia, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Yong Li
2021 J jnl
Connecting family trees to construct a population-scale and longitudinal geo-social network for the U.S.
Int. J. Geogr. Inf. Sci.
Caglar Koylu, Diansheng Guo, Yuan Huang, Alice Kasakoff, Jack Grieve
2020 A* conf
A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling.
IJCAI
Jie Feng, Ziqian Lin, Tong Xia, Funing Sun, Diansheng Guo, Yong Li
2020 J jnl
PMF: A Privacy-preserving Human Mobility Prediction Framework via Federated Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Jie Feng, Can Rong, Funing Sun, Diansheng Guo, Yong Li
2020 J jnl
SUME: Semantic-enhanced Urban Mobility Network Embedding for User Demographic Inference.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Fengli Xu, Zongyu Lin, Tong Xia, Diansheng Guo, Yong Li
2019 — conf
DeepMM: Deep Learning Based Map Matching with Data Augmentation.
SIGSPATIAL/GIS
Kai Zhao, Jie Feng, Zhao Xu, Tong Xia, Lin Chen, Funing Sun, Diansheng Guo, Depeng Jin, Yong Li
2019 J jnl
Density-based multi-scale flow mapping and generalization.
Comput. Environ. Urban Syst.
Xi Zhu, Diansheng Guo, Caglar Koylu, Chongcheng Chen
2019 J jnl
Mapping Lexical Dialect Variation in British English Using Twitter.
Frontiers Artif. Intell.
Jack Grieve, Chris Montgomery, Andrea Nini, Akira Murakami, Diansheng Guo
2019 A* conf
No More than What I Post: Preventing Linkage Attacks on Check-in Services.
WWW
Fengli Xu, Zhen Tu, Hongjia Huang, Shuhao Chang, Funing Sun, Diansheng Guo, Yong Li
2019 A* conf
Understanding Urban Dynamics via State-sharing Hidden Markov Model.
WWW
Tong Xia, Yue Yu, Fengli Xu, Funing Sun, Diansheng Guo, Depeng Jin, Yong Li
2018 J jnl
Detecting spatial community structure in movements.
Int. J. Geogr. Inf. Sci.
Diansheng Guo, Hai Jin, Peng Gao, Xi Zhu
2017 J jnl
Design and evaluation of line symbolizations for origin-destination flow maps.
Inf. Vis.
Caglar Koylu, Diansheng Guo
2017 J jnl
Urban event detection with big data of taxi OD trips: A time series decomposition approach.
Trans. GIS
Xi Zhu, Diansheng Guo
2016 J jnl
Understanding U.S. regional linguistic variation with Twitter data analysis.
Comput. Environ. Urban Syst.
Yuan Huang, Diansheng Guo, Alice Kasakoff, Jack Grieve
2015 — ed.
2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, ICSDM 2015, Fuzhou, China, July 8-10, 2015
ICSDM
Yee Leung, Diansheng Guo, Chongcheng Chen
2014 J jnl
Detecting Non-personal and Spam Users on Geo-tagged Twitter Network.
Trans. GIS
Diansheng Guo, Chao Chen
2014 J jnl
Influence of DEM orientation on the error of slope calculation.
Earth Sci. Informatics
Nan Chen, Guoan Tang, Diansheng Guo, Chongcheng Chen
2014 J jnl
Mapping Large Spatial Flow Data with Hierarchical Clustering.
Trans. GIS
Xi Zhu, Diansheng Guo
2014 J jnl
Origin-Destination Flow Data Smoothing and Mapping.
IEEE Trans. Vis. Comput. Graph.
Diansheng Guo, Xi Zhu
2013 J jnl
Smoothing locational measures in spatial interaction networks.
Comput. Environ. Urban Syst.
Caglar Koylu, Diansheng Guo
2012 J jnl
Discovering Spatial Patterns in Origin-Destination Mobility Data.
Trans. GIS
Diansheng Guo, Xi Zhu, Hai Jin, Peng Gao, Clio Andris
2012 J jnl
Regionalization of forest pattern metrics for the continental United States using contiguity constrained clustering and partitioning.
Ecol. Informatics
John A. Kupfer, Peng Gao, Diansheng Guo
2011 J jnl
iRedistrict: Geovisual analytics for redistricting optimization.
J. Vis. Lang. Comput.
Diansheng Guo, Hai Jin
2010 J jnl
A graph-based approach to vehicle trajectory analysis.
J. Locat. Based Serv.
Diansheng Guo, Shufan Liu, Hai Jin
2010 J jnl
Erratum to "Spatial data mining and geographic knowledge discovery - An introduction" [Computers, Environment and Urban Systems 33 (2009) 403-408].
Comput. Environ. Urban Syst.
Diansheng Guo, Jeremy L. Mennis
2010 J jnl
Local entropy map: a nonparametric approach to detecting spatially varying multivariate relationships.
Int. J. Geogr. Inf. Sci.
Diansheng Guo
2009 J jnl
Flow Mapping and Multivariate Visualization of Large Spatial Interaction Data.
IEEE Trans. Vis. Comput. Graph.
Diansheng Guo
2009 — conf
Greedy Optimization for Contiguity-Constrained Hierarchical Clustering.
ICDM Workshops
Diansheng Guo
2009 J jnl
Spatial data mining and geographic knowledge discovery - An introduction.
Comput. Environ. Urban Syst.
Jeremy Mennis, Diansheng Guo
2009 — conf
Understanding Climate Change Patterns with Multivariate Geovisualization.
ICDM Workshops
Hai Jin, Diansheng Guo
2008 J jnl
A Clustering-Based Approach to the Capacitated Facility Location Problem
Trans. GIS
Ke Liao, Diansheng Guo
2008 J jnl
Regionalization with dynamically constrained agglomerative clustering and partitioning (REDCAP).
Int. J. Geogr. Inf. Sci.
Diansheng Guo
2007 J jnl
Visual analytics of spatial interaction patterns for pandemic decision support.
Int. J. Geogr. Inf. Sci.
Diansheng Guo
2006 J jnl
A Visualization System for Space-Time and Multivariate Patterns (VIS-STAMP).
IEEE Trans. Vis. Comput. Graph.
Diansheng Guo, Jin Chen, Alan M. MacEachren, Ke Liao
2006 J jnl
Spatial ordering and encoding for geographic data mining and visualization.
J. Intell. Inf. Syst.
Diansheng Guo, Mark Gahegan
2004 — conf
Web-Based Collaborative Tools for Geospatial Data Exploration.
DG.O
Xiping Dai, Diansheng Guo, Alan M. MacEachren, Biliang Zhou, Jin Chen, James Macgill
2003 — conf
A Geographic Visual Query Composer (GVQC) for Accessing Federal Databases.
DG.O
Diansheng Guo
2003 J jnl
Coordinating computational and visual approaches for interactive feature selection and multivariate clustering.
Inf. Vis.
Diansheng Guo
2003 — conf
Exploring High-D Spaces with Multiform Matrices and Small Multiples.
INFOVIS
Alan M. MacEachren, Xiping Dai, Frank Hardisty, Diansheng Guo, Eugene Lengerich
2003 J jnl
ICEAGE: Interactive Clustering and Exploration of Large and High-Dimensional Geodata.
GeoInformatica
Diansheng Guo, Donna J. Peuquet, Mark Gahegan
2002 — conf
Opening the black box: interactive hierarchical clustering for multivariate spatial patterns.
ACM-GIS
Diansheng Guo, Donna J. Peuquet, Mark Gahegan