Diansheng Guo

Orcid: 0000-0003-3483-4153

According to our database¹, Diansheng Guo authored at least 47 papers between 2002 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural Network.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, April, 2024

Deep Multi-View Channel-Wise Spatio-Temporal Network for Traffic Flow Prediction.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Comprehensive urban space representation with varying numbers of street-level images.

[BibT_eX]

[DOI]

Comput. Environ. Urban Syst., December, 2023

MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation.

[BibT_eX]

[DOI]

Hill Hiroki Kobayashi

Xuan Song

Ryosuke Shibasaki

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.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

2021

3DGCN: 3-Dimensional Dynamic Graph Convolutional Network for Citywide Crowd Flow Prediction.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

Connecting family trees to construct a population-scale and longitudinal geo-social network for the U.S.

[BibT_eX]

[DOI]

Int. J. Geogr. Inf. Sci., 2021

Adaptive Spatio-Temporal Convolutional Network for Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

AttnMove: History Enhanced Trajectory Recovery via Attentional Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

SUME: Semantic-enhanced Urban Mobility Network Embedding for User Demographic Inference.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

PMF: A Privacy-preserving Human Mobility Prediction Framework via Federated Learning.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

Density-based multi-scale flow mapping and generalization.

[BibT_eX]

[DOI]

Comput. Environ. Urban Syst., 2019

Mapping Lexical Dialect Variation in British English Using Twitter.

[BibT_eX]

[DOI]

Frontiers Artif. Intell., 2019

No More than What I Post: Preventing Linkage Attacks on Check-in Services.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Understanding Urban Dynamics via State-sharing Hidden Markov Model.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

DeepMM: Deep Learning Based Map Matching with Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018

Detecting spatial community structure in movements.

[BibT_eX]

[DOI]

Int. J. Geogr. Inf. Sci., 2018

2017

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

[BibT_eX]

[DOI]

Xi Zhu

Diansheng Guo

Trans. GIS, 2017

Design and evaluation of line symbolizations for origin-destination flow maps.

[BibT_eX]

[DOI]

Caglar Koylu

Diansheng Guo

Inf. Vis., 2017

2016

Understanding U.S. regional linguistic variation with Twitter data analysis.

[BibT_eX]

[DOI]

Comput. Environ. Urban Syst., 2016

2014

Origin-Destination Flow Data Smoothing and Mapping.

[BibT_eX]

[DOI]

Diansheng Guo

Xi Zhu

IEEE Trans. Vis. Comput. Graph., 2014

Mapping Large Spatial Flow Data with Hierarchical Clustering.

[BibT_eX]

[DOI]

Xi Zhu

Diansheng Guo

Trans. GIS, 2014

Detecting Non-personal and Spam Users on Geo-tagged Twitter Network.

[BibT_eX]

[DOI]

Diansheng Guo

Chao Chen

Trans. GIS, 2014

Influence of DEM orientation on the error of slope calculation.

[BibT_eX]

[DOI]

Earth Sci. Informatics, 2014

2013

Smoothing locational measures in spatial interaction networks.

[BibT_eX]

[DOI]

Caglar Koylu

Diansheng Guo

Comput. Environ. Urban Syst., 2013

2012

Discovering Spatial Patterns in Origin-Destination Mobility Data.

[BibT_eX]

[DOI]

Trans. GIS, 2012

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

[BibT_eX]

[DOI]

John A. Kupfer

Peng Gao

Diansheng Guo

Ecol. Informatics, 2012

2011

iRedistrict: Geovisual analytics for redistricting optimization.

[BibT_eX]

[DOI]

Diansheng Guo

Hai Jin

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].

[BibT_eX]

[DOI]

Diansheng Guo

Jeremy L. Mennis

Comput. Environ. Urban Syst., 2010

A graph-based approach to vehicle trajectory analysis.

[BibT_eX]

[DOI]

Diansheng Guo

Shufan Liu

Hai Jin

J. Locat. Based Serv., 2010

Local entropy map: a nonparametric approach to detecting spatially varying multivariate relationships.

[BibT_eX]

[DOI]

Diansheng Guo

Int. J. Geogr. Inf. Sci., 2010

2009

Spatial data mining and geographic knowledge discovery - An introduction.

[BibT_eX]

[DOI]

Jeremy Mennis

Diansheng Guo

Comput. Environ. Urban Syst., 2009

Flow Mapping and Multivariate Visualization of Large Spatial Interaction Data.

[BibT_eX]

[DOI]

Diansheng Guo

IEEE Trans. Vis. Comput. Graph., 2009

Understanding Climate Change Patterns with Multivariate Geovisualization.

[BibT_eX]

[DOI]

Hai Jin

Diansheng Guo

Proceedings of the ICDM Workshops 2009, 2009

Greedy Optimization for Contiguity-Constrained Hierarchical Clustering.

[BibT_eX]

[DOI]

Diansheng Guo

Proceedings of the ICDM Workshops 2009, 2009

2008

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

[BibT_eX]

[DOI]

Ke Liao

Diansheng Guo

Trans. GIS, 2008

Regionalization with dynamically constrained agglomerative clustering and partitioning (REDCAP).

[BibT_eX]

[DOI]

Diansheng Guo

Int. J. Geogr. Inf. Sci., 2008

2007

Visual analytics of spatial interaction patterns for pandemic decision support.

[BibT_eX]

[DOI]

Diansheng Guo

Int. J. Geogr. Inf. Sci., 2007

2006

A Visualization System for Space-Time and Multivariate Patterns (VIS-STAMP).

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2006

Spatial ordering and encoding for geographic data mining and visualization.

[BibT_eX]

[DOI]

Diansheng Guo

Mark Gahegan

J. Intell. Inf. Syst., 2006

2004

Web-Based Collaborative Tools for Geospatial Data Exploration.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Diansheng Guo

Inf. Vis., 2003

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

[BibT_eX]

[DOI]

Diansheng Guo

Donna J. Peuquet

Mark Gahegan

GeoInformatica, 2003

Exploring High-D Spaces with Multiform Matrices and Small Multiples.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Symposium on Information Visualization (InfoVis 2003), 2003

A Geographic Visual Query Composer (GVQC) for Accessing Federal Databases.

[BibT_eX]

[DOI]

Diansheng Guo

Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

2002

Opening the black box: interactive hierarchical clustering for multivariate spatial patterns.

[BibT_eX]

[DOI]

Diansheng Guo

Donna J. Peuquet

Mark Gahegan

Proceedings of the ACM-GIS 2002, 2002

Diansheng Guo

Timeline

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