Zhou Huang

Orcid: 0000-0002-1255-1913

According to our database1, Zhou Huang authored at least 66 papers between 2007 and 2025.

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

Timeline

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Bibliography

2025
HyperTTA: Test-Time Adaptation for Hyperspectral Image Classification under Distribution Shifts.
CoRR, September, 2025

Learning from leading indicators to predict long-term dynamics of hourly electricity generation from multiple resources.
Neural Networks, 2025

2024
Predicting trajectory destinations based on diffusion model integrating spatiotemporal features and urban contexts.
Int. J. Digit. Earth, December, 2024

Streamlining trajectory map-matching: a framework leveraging spark and GPU-based stream processing.
Int. J. Geogr. Inf. Sci., June, 2024

MultiSenseSeg: A Cost-Effective Unified Multimodal Semantic Segmentation Model for Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2024

Negative Samples Mining Matters: Reconsidering Hyperspectral Image Classification With Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens., 2024

PolyRoad: Polyline Transformer for Topological Road-Boundary Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

An Optimized Edge-Focused Siamese Network for Monitoring New Illegal Buildings Using Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2024

SVAFormer: Integrating Random and Hierarchical Spectral View Attention for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

A Transformer-Based Multimodal Model for Urban-Rural Fringe Identification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A lightweight multi-layer perceptron for efficient multivariate time series forecasting.
Knowl. Based Syst., 2024

Spatiotemporal Fusion Transformer for large-scale traffic forecasting.
Inf. Fusion, 2024

2023
Optimizing segmented trajectory data storage with HBase for improved spatio-temporal query efficiency.
Int. J. Digit. Earth, December, 2023

PATRIC: A high performance parallel urban transport simulation framework based on traffic clustering.
Simul. Model. Pract. Theory, July, 2023

ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects.
GeoInformatica, April, 2023

How to quantify the travel ratio of urban public transport at a high spatial resolution? A novel computational framework with geospatial big data.
Int. J. Appl. Earth Obs. Geoinformation, April, 2023

UPTDNet: A User Preference Transfer and Drift Network for Cross-City Next POI Recommendation.
Int. J. Intell. Syst., 2023

Hierarchical accompanying and inhibiting patterns on the spatial arrangement of taxis' local hotspots.
CoRR, 2023

2022
iTourSPOT: a context-aware framework for next POI recommendation in location-based social networks.
Int. J. Digit. Earth, December, 2022

Flow trace: A novel representation of intra-urban movement dynamics.
Comput. Environ. Urban Syst., 2022

DouFu: A Double Fusion Joint Learning Method for Driving Trajectory Representation.
Knowl. Based Syst., 2022

GWRBoost: A geographically weighted gradient boosting method for explainable quantification of spatially-varying relationships.
CoRR, 2022

PolyBuilding: Polygon Transformer for End-to-End Building Extraction.
CoRR, 2022

DouFu: A Double Fusion Joint Learning Method For Driving Trajectory Representation.
CoRR, 2022

GeoUNet: A novel AI model for high-resolution mapping of ecological footprint.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Applying Ollivier-Ricci curvature to indicate the mismatch of travel demand and supply in urban transit network.
Int. J. Appl. Earth Obs. Geoinformation, 2022

2021
Detecting statistically significant geographical anomalous regions from spatial sampling points by coupling Gaussian function and multidirectional optimization.
Trans. GIS, 2021

An SOE-Based Learning Framework Using Multisource Big Data for Identifying Urban Functional Zones.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A BiLSTM-CNN model for predicting users' next locations based on geotagged social media.
Int. J. Geogr. Inf. Sci., 2021

2020
Uncovering inconspicuous places using social media check-ins and street view images.
Comput. Environ. Urban Syst., 2020

Mapping Human Activity Volumes Through Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

An Ensemble Learning Approach for Urban Land Use Mapping Based on Remote Sensing Imagery and Social Sensing Data.
Remote. Sens., 2020

High-performance spatiotemporal trajectory matching across heterogeneous data sources.
Future Gener. Comput. Syst., 2020

A framework for mixed-use decomposition based on temporal activity signatures extracted from big geo-data.
Int. J. Digit. Earth, 2020

Perceiving Beijing's "City Image" Across Different Groups Based on Geotagged Social Media Data.
IEEE Access, 2020

2019
Inferring demographics from human trajectories and geographical context.
Comput. Environ. Urban Syst., 2019

Building a model-based personalised recommendation approach for tourist attractions from geotagged social media data.
Int. J. Digit. Earth, 2019

2018
HiSpatialCluster: A novel high-performance software tool for clustering massive spatial points.
Trans. GIS, 2018

Inferring spatial interaction patterns from sequential snapshots of spatial distributions.
Int. J. Geogr. Inf. Sci., 2018

A hybrid ensemble learning method for tourist route recommendations based on geo-tagged social networks.
Int. J. Geogr. Inf. Sci., 2018

Building a Spatially-Embedded Network of Tourism Hotspots From Geotagged Social Media Data.
IEEE Access, 2018

A Spark-Based High Performance Computational Approach for Simulating Typhoon Wind Fields.
IEEE Access, 2018

2017
A Novel Popular Tourist Attraction Discovering Approach Based on Geo-Tagged Social Media Big Data.
ISPRS Int. J. Geo Inf., 2017

GeoSpark SQL: An Effective Framework Enabling Spatial Queries on Spark.
ISPRS Int. J. Geo Inf., 2017

2016
An Effective NoSQL-Based Vector Map Tile Management Approach.
ISPRS Int. J. Geo Inf., 2016

2015
Accelerating generation of stochastic cyclone routes with GPU programming.
Proceedings of the 23rd International Conference on Geoinformatics, 2015

2013
A Novel Integrated Algorithm for Wind Vector Retrieval from Conically Scanning Scatterometers.
Remote. Sens., 2013

2012
A wind direction extension based algorithm for scatterometer wind vector retrieval.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A study on wind vector retrieval algorithm for rotating fan-beam scatterometer.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

On the use of cloud computing for geospatial workflow applications.
Proceedings of the 20th International Conference on Geoinformatics, 2012

2011
Building the distributed geographic SQL workflow in the Grid environment.
Int. J. Geogr. Inf. Sci., 2011

2010
An approach for heterogeneous and loosely coupled geospatial data distributed computing.
Comput. Geosci., 2010

Toward an integrated framework for geosensor grid.
Int. J. Digit. Earth, 2010

A modified wind vector retrieval algorithm for polarimetric scatterometer.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A novel approach for geospatial computational task processing in Grid environment.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Local acceleration in Distributed Geographic Information Processing with CUDA.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Distributed geospatial data integration based on OGC standards-compliant geospatial data grid services.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Practical application of unmanned aerial vehicles for mountain hazards survey.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Weight of evidence method based on grid GIS and its applications on evaluation of mineral resources.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

2009
Fundamental aspects of access control for geospatial data.
Int. J. Digit. Earth, 2009

Design and Implementation of WSRF-Based GIS Service in Spatial Data Grid.
Proceedings of the Eighth International Conference on Grid and Cooperative Computing, 2009

2008
Development of a Grid GIS Prototype for Geospatial Data Integration.
Proceedings of the Seventh International Conference on Grid and Cooperative Computing, 2008

2007
Replication strategy in Peer-to-Peer Geospatial Data Grid.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

A Problem Oriented Approach to Data Mining in Distributed Spatio-temporal Database.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Utility Based Query Dissemination in Spatial Data Grid.
Proceedings of the Grid and Cooperative Computing, 2007

NEBULA: A P2P Based Cooperative Spatial Database Prototype.
Proceedings of the Grid and Cooperative Computing, 2007


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