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ORCIDZhou Huang 0002
Person information
- affiliation: Peking University, Beijing, China
Other persons with the same name
- Zhou Huang — disambiguation page
- Zhou Huang 0001
![[0000-0002-7653-0476]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-7653-0476")
— University of Electronic Science and Technology of China, Chengdu, China - Zhou Huang 0003 — Changsha University of Science and Technology, Changsha, China
- Zhou Huang 0004 — Peking University, Beijing, China
- Zhou Huang 0005 — Beijing Institute of Technology, China
- Zhou Huang 0006 — Jiangxi University of Finance and Economics, China
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2020 – today
- 2025
[j47]Xiao Zhou, Zhou Huang, Tian Xia, Xinmin Zhang, Zhixin Duan, Jie Wu, Guoqing Zhou:
The integrated application of big data and geospatial analysis in maritime transportation safety management: A comprehensive review. Int. J. Appl. Earth Obs. Geoinformation 138: 104444 (2025)- [j46]Zhenghong Wang, Yi Wang, Furong Jia, Kun Liu, Yishan Zhang, Fan Zhang, Zhou Huang, Yu Liu:
Learning from leading indicators to predict long-term dynamics of hourly electricity generation from multiple resources. Neural Networks 186: 107268 (2025) - [i5]Xia Yue, Anfeng Liu, Ning Chen, Chenjia Huang, Hui Liu, Zhou Huang, Leyuan Fang:
HyperTTA: Test-Time Adaptation for Hyperspectral Image Classification under Distribution Shifts. CoRR abs/2509.08436 (2025) - 2024
- [j45]Junjie Hu, Yong Gao, Zhou Huang:
Predicting trajectory destinations based on diffusion model integrating spatiotemporal features and urban contexts. Int. J. Digit. Earth 17(1) (2024) - [j44]Yanxiao Jiang, Zhou Huang, Xiao Zhou, Xiaojian Chen:
Evaluating the impact of urban morphology on urban vitality: an exploratory study using big geo-data. Int. J. Digit. Earth 17(1) (2024) - [j43]Houji Qi, Zhou Huang, Yiran Chen, Yi Zhang, Yong Gao:
Streamlining trajectory map-matching: a framework leveraging spark and GPU-based stream processing. Int. J. Geogr. Inf. Sci. 38(6): 1158-1178 (2024) - [j42]Zhenghong Wang, Yi Wang, Furong Jia, Fan Zhang, Nikita Klimenko, Leye Wang, Zhengbing He, Zhou Huang, Yu Liu:
Spatiotemporal Fusion Transformer for large-scale traffic forecasting. Inf. Fusion 107: 102293 (2024) - [j41]Zhenghong Wang, Sijie Ruan, Tianqiang Huang, Haoyi Zhou, Shanghang Zhang, Yi Wang, Leye Wang, Zhou Huang, Yu Liu:
A lightweight multi-layer perceptron for efficient multivariate time series forecasting. Knowl. Based Syst. 288: 111463 (2024) - [j40]Furong Jia, Quanhua Dong, Zhou Huang, Xiao-Jian Chen, Yi Wang, Xia Peng, Yuan Guo, Ruixian Ma, Fan Zhang, Yu Liu:
A Transformer-Based Multimodal Model for Urban-Rural Fringe Identification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 15041-15051 (2024) - [j39]Ning Chen, Zhou Huang, Xia Yue, Anfeng Liu, Meiyun Lu, Jun Yue, Leyuan Fang:
SVAFormer: Integrating Random and Hierarchical Spectral View Attention for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j38]Haode Du, Zhou Huang, Yi Zhang:
An Optimized Edge-Focused Siamese Network for Monitoring New Illegal Buildings Using Satellite Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j37]Yuan Hu, Zhibin Wang, Zhou Huang, Yu Liu:
PolyRoad: Polyline Transformer for Topological Road-Boundary Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j36]Hui Liu, Chenjia Huang, Ning Chen, Tao Xie, Mingyue Lu, Zhou Huang:
Negative Samples Mining Matters: Reconsidering Hyperspectral Image Classification With Contrastive Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j35]Qingpeng Wang, Wei Chen, Zhou Huang, Hongzhao Tang, Lan Yang:
MultiSenseSeg: A Cost-Effective Unified Multimodal Semantic Segmentation Model for Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 62: 1-24 (2024) - 2023
- [j34]Ganmin Yin, Zhou Huang, Liu Yang, Eran Ben-Elia, Liyan Xu, Bronte Scheuer, Yu Liu:
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 118: 103245 (2023) - [j33]Yi Bao, Zhou Huang, Xuri Gong, Yuyang Zhang, Ganmin Yin, Han Wang:
Optimizing segmented trajectory data storage with HBase for improved spatio-temporal query efficiency. Int. J. Digit. Earth 16(1): 1124-1143 (2023) - [j32]Ganmin Yin, Zhou Huang, Yi Bao, Han Wang, Linna Li, Xiaolei Ma, Yi Zhang:
ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects. GeoInformatica 27(2): 137-157 (2023) - [j31]Taoru Yang, Yong Gao, Zhou Huang, Yu Liu:
UPTDNet: A User Preference Transfer and Drift Network for Cross-City Next POI Recommendation. Int. J. Intell. Syst. 2023: 1-17 (2023) - [j30]Lin Wan, Ganmin Yin, Jiahao Wang, Golan Ben-Dor, Aleksey Ogulenko, Zhou Huang:
PATRIC: A high performance parallel urban transport simulation framework based on traffic clustering. Simul. Model. Pract. Theory 126: 102775 (2023) - [i4]Xiaojian Chen, Changjiang Xiao, Zhou Huang, Keli Wang, Weiyu Zhang, Yu Liu:
Hierarchical accompanying and inhibiting patterns on the spatial arrangement of taxis' local hotspots. CoRR abs/2310.11806 (2023) - 2022
- [j29]Yaoli Wang, Zhou Huang, Ganmin Yin, Haifeng Li, Liu Yang, Yuelong Su, Yu Liu, Xv Shan:
Applying Ollivier-Ricci curvature to indicate the mismatch of travel demand and supply in urban transit network. Int. J. Appl. Earth Obs. Geoinformation 106: 102666 (2022) - [j28]Ruilin Ye, Zhou Huang, Linna Li, Xv Shan:
GeoUNet: A novel AI model for high-resolution mapping of ecological footprint. Int. J. Appl. Earth Obs. Geoinformation 112: 102803 (2022) - [j27]Lin Wan, Han Wang, Yuming Hong, Ran Li, Wei Chen, Zhou Huang:
iTourSPOT: a context-aware framework for next POI recommendation in location-based social networks. Int. J. Digit. Earth 15(1): 1614-1636 (2022) - [j26]Han Wang, Zhou Huang, Xiao Zhou, Ganmin Yin, Yi Bao, Yi Zhang:
DouFu: A Double Fusion Joint Learning Method for Driving Trajectory Representation. Knowl. Based Syst. 258: 110035 (2022) - [j25]Xiaoyue Xing, Yihong Yuan, Zhou Huang, Xia Peng, Pengjun Zhao, Yu Liu:
Flow trace: A novel representation of intra-urban movement dynamics. Comput. Environ. Urban Syst. 96: 101832 (2022) - [i3]Han Wang, Zhou Huang, Xiao Zhou, Ganmin Yin, Yi Bao:
DouFu: A Double Fusion Joint Learning Method For Driving Trajectory Representation. CoRR abs/2205.08356 (2022) - [i2]Yuan Hu, Zhibin Wang, Zhou Huang, Yu Liu:
PolyBuilding: Polygon Transformer for End-to-End Building Extraction. CoRR abs/2211.01589 (2022) - [i1]Han Wang, Zhou Huang, Ganmin Yin, Yi Bao, Xiao Zhou, Yong Gao:
GWRBoost: A geographically weighted gradient boosting method for explainable quantification of spatially-varying relationships. CoRR abs/2212.05814 (2022) - 2021
- [j24]Yi Bao, Zhou Huang, Linna Li, Yaoli Wang, Yu Liu:
A BiLSTM-CNN model for predicting users' next locations based on geotagged social media. Int. J. Geogr. Inf. Sci. 35(4): 639-660 (2021) - [j23]Ying Feng, Zhou Huang, Yaoli Wang, Lin Wan, Yu Liu, Yi Zhang, Xv Shan:
An SOE-Based Learning Framework Using Multisource Big Data for Identifying Urban Functional Zones. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7336-7348 (2021) - [j22]Xuexi Yang, Min Deng, Yan Shi, Jianbo Tang, Zhou Huang, Yu Liu:
Detecting statistically significant geographical anomalous regions from spatial sampling points by coupling Gaussian function and multidirectional optimization. Trans. GIS 25(3): 1277-1300 (2021) - 2020
- [j21]Xia Peng, Yi Bao, Zhou Huang:
Perceiving Beijing's "City Image" Across Different Groups Based on Geotagged Social Media Data. IEEE Access 8: 93868-93881 (2020) - [j20]Lun Wu, Ximeng Cheng, Chaogui Kang, Di Zhu, Zhou Huang, Yu Liu:
A framework for mixed-use decomposition based on temporal activity signatures extracted from big geo-data. Int. J. Digit. Earth 13(6): 708-726 (2020) - [j19]Xuri Gong, Zhou Huang, Yaoli Wang, Lun Wu, Yu Liu:
High-performance spatiotemporal trajectory matching across heterogeneous data sources. Future Gener. Comput. Syst. 105: 148-161 (2020) - [j18]Zhou Huang, Houji Qi, Chaogui Kang, Yuelong Su, Yu Liu:
An Ensemble Learning Approach for Urban Land Use Mapping Based on Remote Sensing Imagery and Social Sensing Data. Remote. Sens. 12(19): 3254 (2020) - [j17]Xiaoyue Xing, Zhou Huang, Ximeng Cheng, Di Zhu, Chaogui Kang, Fan Zhang, Yu Liu:
Mapping Human Activity Volumes Through Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5652-5668 (2020) - [j16]Fan Zhang, Jinyan Zu, Mingyuan Hu, Di Zhu, Yuhao Kang, Song Gao, Yi Zhang, Zhou Huang:
Uncovering inconspicuous places using social media check-ins and street view images. Comput. Environ. Urban Syst. 81: 101478 (2020)
2010 – 2019
- 2019
- [j15]Xiaoyu Sun, Zhou Huang, Xia Peng, Yiran Chen, Yu Liu:
Building a model-based personalised recommendation approach for tourist attractions from geotagged social media data. Int. J. Digit. Earth 12(6): 661-678 (2019) - [j14]Lun Wu, Liu Yang, Zhou Huang, Yaoli Wang, Yanwei Chai, Xia Peng, Yu Liu:
Inferring demographics from human trajectories and geographical context. Comput. Environ. Urban Syst. 77 (2019) - 2018
- [j13]Xinyu Wu, Zhou Huang, Xia Peng, Yiran Chen, Yu Liu:
Building a Spatially-Embedded Network of Tourism Hotspots From Geotagged Social Media Data. IEEE Access 6: 21945-21955 (2018) - [j12]Shaofu Lin, Weihua Fang, Xinyu Wu, Yiran Chen, Zhou Huang:
A Spark-Based High Performance Computational Approach for Simulating Typhoon Wind Fields. IEEE Access 6: 39072-39085 (2018) - [j11]Di Zhu, Zhou Huang, Li Shi, Lun Wu, Yu Liu:
Inferring spatial interaction patterns from sequential snapshots of spatial distributions. Int. J. Geogr. Inf. Sci. 32(4): 783-805 (2018) - [j10]Lin Wan, Yuming Hong, Zhou Huang, Xia Peng, Ran Li:
A hybrid ensemble learning method for tourist route recommendations based on geo-tagged social networks. Int. J. Geogr. Inf. Sci. 32(11): 2225-2246 (2018) - [j9]Yiran Chen, Zhou Huang, Tao Pei, Yu Liu:
HiSpatialCluster: A novel high-performance software tool for clustering massive spatial points. Trans. GIS 22(5): 1275-1298 (2018) - 2017
- [j8]Xia Peng, Zhou Huang:
A Novel Popular Tourist Attraction Discovering Approach Based on Geo-Tagged Social Media Big Data. ISPRS Int. J. Geo Inf. 6(7): 216 (2017) - [j7]Zhou Huang, Yiran Chen, Lin Wan, Xia Peng:
GeoSpark SQL: An Effective Framework Enabling Spatial Queries on Spark. ISPRS Int. J. Geo Inf. 6(9): 285 (2017) - 2016
- [j6]Lin Wan, Zhou Huang, Xia Peng:
An Effective NoSQL-Based Vector Map Tile Management Approach. ISPRS Int. J. Geo Inf. 5(11): 215 (2016) - 2015
- [c16]Yiran Chen, Zhou Huang:
Accelerating generation of stochastic cyclone routes with GPU programming. Geoinformatics 2015: 1-5 - 2013
- [j5]Xuetong Xie, Zhou Huang, Mingsen Lin, Kehai Chen, Youguo Lan, Xinzhe Yuan, Xiaomin Ye, Juhong Zou:
A Novel Integrated Algorithm for Wind Vector Retrieval from Conically Scanning Scatterometers. Remote. Sens. 5(12): 6180-6197 (2013) - 2012
- [c15]Xiaolu Ji, Bin Chen, Zhou Huang, Zhengwei Sui, Yu Fang:
On the use of cloud computing for geospatial workflow applications. Geoinformatics 2012: 1-6 - [c14]Xuetong Xie, Shi Huan, Jianqiang Liu, Shuyan Lang, Youguang Zhang, Di Zhu, Kehai Chen, Juhong Zou, Zhou Huang, Weijun Tao:
A study on wind vector retrieval algorithm for rotating fan-beam scatterometer. IGARSS 2012: 2047-2050 - [c13]Xuetong Xie, Mingsen Lin, Kehai Chen, Zhou Huang, Lixia Liu, Dongxuan Tian, Xiaoning Wang, Wenxin Chen, Rongrong He, Juhong Zou:
A wind direction extension based algorithm for scatterometer wind vector retrieval. IGARSS 2012: 2821-2824 - 2011
- [j4]Zhou Huang, Yu Fang, Bin Chen, Lun Wu, Mao Pan:
Building the distributed geographic SQL workflow in the Grid environment. Int. J. Geogr. Inf. Sci. 25(7): 1117-1145 (2011) - 2010
- [j3]Zhou Huang, Yu Fang, Mao Pan:
Toward an integrated framework for geosensor grid. Int. J. Digit. Earth 3(2): 207-216 (2010) - [j2]Bin Chen, Fengru Huang, Yu Fang, Zhou Huang, Hui Lin:
An approach for heterogeneous and loosely coupled geospatial data distributed computing. Comput. Geosci. 36(7): 839-847 (2010) - [c12]Xiaolu Ji, Zhou Huang, Yu Fang, Bin Chen, Zhengwei Sui:
Weight of evidence method based on grid GIS and its applications on evaluation of mineral resources. Geoinformatics 2010: 1-5 - [c11]Jiayuan Lin, Heping Tao, Yangchun Wang, Zhou Huang:
Practical application of unmanned aerial vehicles for mountain hazards survey. Geoinformatics 2010: 1-5 - [c10]Yumei Sun, Xianfang Xing, Bin Chen, Zhou Huang, Yu Fang:
Distributed geospatial data integration based on OGC standards-compliant geospatial data grid services. Geoinformatics 2010: 1-4 - [c9]Yong Zhao, Zhou Huang, Bin Chen, Yu Fang, Menglong Yan, Zhenzhen Yang:
Local acceleration in Distributed Geographic Information Processing with CUDA. Geoinformatics 2010: 1-6 - [c8]Zhou Huang, Yu Fang:
A novel approach for geospatial computational task processing in Grid environment. IGARSS 2010: 3980-3982 - [c7]Xuetong Xie, Mingsen Lin, Zhou Huang, Juhong Zou, Dongxuan Tian, Lixia Liu, Xiaoning Wang, Shiwei Dong:
A modified wind vector retrieval algorithm for polarimetric scatterometer. IGARSS 2010: 4184-4187
2000 – 2009
- 2009
- [j1]J. Lin, Y. Fang, W. Zhang, Zhou Huang:
Fundamental aspects of access control for geospatial data. Int. J. Digit. Earth 2(3): 275-289 (2009) - [c6]Jianjun Cui, Baoyin Zhang, Xi Wu, Zhou Huang, Yu Fang, Bin Chen:
Design and Implementation of WSRF-Based GIS Service in Spatial Data Grid. GCC 2009: 211-217 - 2008
- [c5]Zhou Huang, Yu Fang, Bin Chen, Xi Wu:
Development of a Grid GIS Prototype for Geospatial Data Integration. GCC 2008: 628-631 - 2007
- [c4]Bin Chen, Zhou Huang, Xiujun Ma, Chenyu Li, Yong Gao, Yu Fang:
NEBULA: A P2P Based Cooperative Spatial Database Prototype. GCC 2007: 125-132 - [c3]Dafei Yin, Bin Chen, Zhou Huang, Xin Lin, Yu Fang:
Utility Based Query Dissemination in Spatial Data Grid. GCC 2007: 574-581 - [c2]Zhou Huang, Yu Fang, Xia Peng, Bin Chen, Xuetong Xie:
A Problem Oriented Approach to Data Mining in Distributed Spatio-temporal Database. International Conference on Computational Science (3) 2007: 653-660 - [c1]Dafei Yin, Bin Chen, Zhou Huang, Xin Lin, Ke Zhang, Yu Fang:
Replication strategy in Peer-to-Peer Geospatial Data Grid. IGARSS 2007: 5013-5016
Coauthor Index
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