Zhou Huang

Orcid: 0000-0002-1255-1913

According to our database1, Zhou Huang authored at least 95 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
Evaluating the impact of urban morphology on urban vitality: an exploratory study using big geo-data.
Int. J. Digit. Earth, December, 2024

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

Multimodal MRI-based radiomics models for the preoperative prediction of lymphovascular space invasion of endometrial carcinoma.
BMC Medical Imaging, 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

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

Development and validation of a multimodal model in predicting severe acute pancreatitis based on radiomics and deep learning.
Int. J. Medical Informatics, 2024

MoMFormer: Mixture of modality transformer model for vegetation extraction under shadow conditions.
Ecol. Informatics, 2024

Change-Aware Siamese Network for Surface Defects Segmentation under Complex Background.
CoRR, 2024

TCLC-GS: Tightly Coupled LiDAR-Camera Gaussian Splatting for Surrounding Autonomous Driving Scenes.
CoRR, 2024

Big geo-data unveils influencing factors on customer flow dynamics within urban commercial districts.
Int. J. Appl. Earth Obs. Geoinformation, 2024

TCLC-GS: Tightly Coupled LiDAR-Camera Gaussian Splatting for Autonomous Driving: Supplementary Materials.
Proceedings of the Computer Vision - ECCV 2024, 2024

Texture Classification via Attention Based Random Encoded Activation Maps.
Proceedings of the International Conference on Computer Vision and Deep Learning, 2024

Frozen CLIP Transformer Is an Efficient Point Cloud Encoder.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

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

A clinical radiomics nomogram preoperatively to predict ductal carcinoma in situ with microinvasion in women with biopsy-confirmed ductal carcinoma in situ: a preliminary study.
BMC Medical Imaging, 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

MicroRNA-Disease Network Analysis Repurposes Methotrexate for the Treatment of Abdominal Aortic Aneurysm in Mice.
Genom. Proteom. Bioinform., 2023

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

Feature Shrinkage Pyramid for Camouflaged Object Detection with Transformers.
CoRR, 2023

Clinical Evaluation of AI-Assisted Virtual Contrast Enhanced MRI in Primary Gross Tumor Volume Delineation for Radiotherapy of Nasopharyngeal Carcinoma.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Feature Shrinkage Pyramid for Camouflaged Object Detection with Transformers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Scribble-based Boundary-aware Network for Weakly Supervised Salient Object Detection in Remote Sensing Images.
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

An Approximation Method for Querying Similar Large Graphs.
Proceedings of the IEEE International Conference on Big Data, 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

ZoomInNet: A Novel Small Object Detector in Drone Images with Cross-Scale Knowledge Distillation.
Remote. Sens., 2021

Semantic-Guided Attention Refinement Network for Salient Object Detection in Optical Remote Sensing Images.
Remote. Sens., 2021

Contrast-weighted dictionary learning based saliency detection for VHR optical remote sensing images.
Pattern Recognit., 2021

Multi-level cross-modal interaction network for RGB-D salient object detection.
Neurocomputing, 2021

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

Multi-Scale Feedback Convolutional Sparse Coding Network for Saliency Detection in Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Debonding Performance of CFRP-Strengthened Nanomaterial Concrete Beam Using Wavelet Packet Analysis.
J. Sensors, 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

Multi-level Cross-modal Interaction Network for RGB-D Salient Object Detection.
CoRR, 2020

Detecting the Saliency of Remote Sensing Images Based on Sparse Representation of Contrast-weighted Atoms.
CoRR, 2020

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

An Approximation Method for Large Graph Similarity.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

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

A Unified Framework with Multi-source Data for Predicting Passenger Demands of Ride Services.
ACM Trans. Knowl. Discov. Data, 2019

HMDD v3.0: a database for experimentally supported human microRNA-disease associations.
Nucleic Acids Res., 2019

LncRNADisease 2.0: an updated database of long non-coding RNA-associated diseases.
Nucleic Acids Res., 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

A Context-Aware Evaluation Method of Driving Behavior.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 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
Cascadic multigrid method for P<sub>1</sub>-nonconforming quadrilateral element.
J. Num. Math., 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

1999
Adaptive Scattered Data Interpolation with Multilevel Nonuniform B-Splines.
Proceedings of the 20th Annual Conference of the European Association for Computer Graphics, 1999


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