Diansheng Guo

Orcid: 0000-0003-3483-4153

According to our database1, Diansheng Guo authored at least 46 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural Network.
ACM Trans. Knowl. Discov. Data, April, 2024

2023
Comprehensive urban space representation with varying numbers of street-level images.
Comput. Environ. Urban Syst., December, 2023

MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Context-aware Spatial-Temporal Neural Network for Citywide Crowd Flow Prediction via Modeling Long-range Spatial Dependency.
ACM Trans. Knowl. Discov. Data, 2022

2021
3DGCN: 3-Dimensional Dynamic Graph Convolutional Network for Citywide Crowd Flow Prediction.
ACM Trans. Knowl. Discov. Data, 2021

Connecting family trees to construct a population-scale and longitudinal geo-social network for the U.S.
Int. J. Geogr. Inf. Sci., 2021

Adaptive Spatio-Temporal Convolutional Network for Traffic Prediction.
Proceedings of the IEEE International Conference on Data Mining, 2021

AttnMove: History Enhanced Trajectory Recovery via Attentional Network.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
SUME: Semantic-enhanced Urban Mobility Network Embedding for User Demographic Inference.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

PMF: A Privacy-preserving Human Mobility Prediction Framework via Federated Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019
Density-based multi-scale flow mapping and generalization.
Comput. Environ. Urban Syst., 2019

Mapping Lexical Dialect Variation in British English Using Twitter.
Frontiers Artif. Intell., 2019

No More than What I Post: Preventing Linkage Attacks on Check-in Services.
Proceedings of the World Wide Web Conference, 2019

Understanding Urban Dynamics via State-sharing Hidden Markov Model.
Proceedings of the World Wide Web Conference, 2019

DeepMM: Deep Learning Based Map Matching with Data Augmentation.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018
Detecting spatial community structure in movements.
Int. J. Geogr. Inf. Sci., 2018

2017
Urban event detection with big data of taxi OD trips: A time series decomposition approach.
Trans. GIS, 2017

Design and evaluation of line symbolizations for origin-destination flow maps.
Inf. Vis., 2017

2016
Understanding U.S. regional linguistic variation with Twitter data analysis.
Comput. Environ. Urban Syst., 2016

2014
Origin-Destination Flow Data Smoothing and Mapping.
IEEE Trans. Vis. Comput. Graph., 2014

Mapping Large Spatial Flow Data with Hierarchical Clustering.
Trans. GIS, 2014

Detecting Non-personal and Spam Users on Geo-tagged Twitter Network.
Trans. GIS, 2014

Influence of DEM orientation on the error of slope calculation.
Earth Sci. Informatics, 2014

2013
Smoothing locational measures in spatial interaction networks.
Comput. Environ. Urban Syst., 2013

2012
Discovering Spatial Patterns in Origin-Destination Mobility Data.
Trans. GIS, 2012

Regionalization of forest pattern metrics for the continental United States using contiguity constrained clustering and partitioning.
Ecol. Informatics, 2012

2011
iRedistrict: Geovisual analytics for redistricting optimization.
J. Vis. Lang. Comput., 2011

2010
Erratum to "Spatial data mining and geographic knowledge discovery - An introduction" [Computers, Environment and Urban Systems 33 (2009) 403-408].
Comput. Environ. Urban Syst., 2010

A graph-based approach to vehicle trajectory analysis.
J. Locat. Based Serv., 2010

Local entropy map: a nonparametric approach to detecting spatially varying multivariate relationships.
Int. J. Geogr. Inf. Sci., 2010

2009
Spatial data mining and geographic knowledge discovery - An introduction.
Comput. Environ. Urban Syst., 2009

Flow Mapping and Multivariate Visualization of Large Spatial Interaction Data.
IEEE Trans. Vis. Comput. Graph., 2009

Understanding Climate Change Patterns with Multivariate Geovisualization.
Proceedings of the ICDM Workshops 2009, 2009

Greedy Optimization for Contiguity-Constrained Hierarchical Clustering.
Proceedings of the ICDM Workshops 2009, 2009

2008
A Clustering-Based Approach to the Capacitated Facility Location Problem<sup>1</sup>.
Trans. GIS, 2008

Regionalization with dynamically constrained agglomerative clustering and partitioning (REDCAP).
Int. J. Geogr. Inf. Sci., 2008

2007
Visual analytics of spatial interaction patterns for pandemic decision support.
Int. J. Geogr. Inf. Sci., 2007

2006
A Visualization System for Space-Time and Multivariate Patterns (VIS-STAMP).
IEEE Trans. Vis. Comput. Graph., 2006

Spatial ordering and encoding for geographic data mining and visualization.
J. Intell. Inf. Syst., 2006

2004
Web-Based Collaborative Tools for Geospatial Data Exploration.
Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

2003
Coordinating computational and visual approaches for interactive feature selection and multivariate clustering.
Inf. Vis., 2003

ICEAGE: Interactive Clustering and Exploration of Large and High-Dimensional Geodata.
GeoInformatica, 2003

Exploring High-D Spaces with Multiform Matrices and Small Multiples.
Proceedings of the 9th IEEE Symposium on Information Visualization (InfoVis 2003), 2003

A Geographic Visual Query Composer (GVQC) for Accessing Federal Databases.
Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

2002
Opening the black box: interactive hierarchical clustering for multivariate spatial patterns.
Proceedings of the ACM-GIS 2002, 2002


  Loading...