Zhe Jiang

Most-cited papers

Rethinking Mobile Block for Efficient Attention-based Models
Jiang-Ning Zhang, Xiang-Tai Li, Jian Li, Liang Liu +6 more
2023IEEE International Conference on Computer Vision276 citations Open access
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Spatiotemporal Data Mining: A Computational Perspective
S. Shekhar, Zhe Jiang, Reem Y. Ali, E. Eftelioglu +3 more
2015ISPRS Int. J. Geo Inf.209 citations Open access
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A Survey on Spatial Prediction Methods
Zhe Jiang
2019IEEE Transactions on Knowledge and Data Engineering105 citations
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Monitoring Land-Cover Changes: A Machine-Learning Perspective
A. Karpatne, Zhe Jiang, Ranga Raju Vatsavai, S. Shekhar +1 more
2016IEEE Geoscience and Remote Sensing Magazine86 citations
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A neighborhood graph based approach to regional co-location pattern discovery: a summary of results
P. Mohan, S. Shekhar, J. Shine, James P. Rogers +2 more
2011ACM SIGSPATIAL International Workshop on Advances in Geographic Information Systems63 citations
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An attention U-Net model for detection of fine-scale hydrologic streamlines
Zewei Xu, Shao-Wen Wang, L. Stanislawski, Zhe Jiang +7 more
2021Environmental Modelling & Software55 citations Open access
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Focal-Test-Based Spatial Decision Tree Learning
Zhe Jiang, S. Shekhar, Xun Zhou, Joseph K. Knight +1 more
2015IEEE Transactions on Knowledge and Data Engineering51 citations
Semantic Scholar
CurvaNet: Geometric Deep Learning based on Directional Curvature for 3D Shape Analysis
Wenchong He, Zhe Jiang, Cheng-Ming Zhang, A. Sainju
2020Knowledge Discovery and Data Mining45 citations
Semantic Scholar
Visualizing Traffic Accident Hotspots Based on Spatial-Temporal Network Kernel Density Estimation
B. Romano, Zhe Jiang
2017SIGSPATIAL/GIS43 citations
Semantic Scholar
Spatial Big Data Science
Zhe Jiang, S. Shekhar
2017Cambridge International Law Journal37 citations
Semantic Scholar
Learning spatial decision tree for geographical classification: a summary of results
Zhe Jiang, S. Shekhar, P. Mohan, Joseph K. Knight +1 more
2012SIGSPATIAL/GIS35 citations
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Interpretable Spatiotemporal Deep Learning Model for Traffic Flow Prediction based on Potential Energy Fields
Jia-Hao Ji, Jingyuan Wang, Zhe Jiang, Jingtian Ma +1 more
2020Industrial Conference on Data Mining34 citations
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Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity
Zhe Jiang, A. Sainju, Y. Li, S. Shekhar +1 more
2019ACM Transactions on Intelligent Systems and Technology32 citations
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Spatial computing perspective on food energy and water nexus
E. Eftelioglu, Zhe Jiang, Reem Y. Ali, S. Shekhar
2016Journal of Environmental Studies and Sciences30 citations
Semantic Scholar
The Nexus of Food, Energy, and Water Resources: Visions and Challenges in Spatial Computing
E. Eftelioglu, Zhe Jiang, Xun Tang, S. Shekhar
201729 citations
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Mapping Road Safety Features from Streetview Imagery
A. Sainju, Zhe Jiang
2019Trans. Data Sci.28 citations Open access
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Geographical Hidden Markov Tree for Flood Extent Mapping
Miao Xie, Zhe Jiang, A. Sainju
2018Knowledge Discovery and Data Mining28 citations
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Identifying K Primary Corridors from urban bicycle GPS trajectories on a road network
Zhe Jiang, Michael R. Evans, D. Oliver, S. Shekhar
2016Information Systems27 citations Open access
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Price Forecast with High-Frequency Finance Data: An Autoregressive Recurrent Neural Network Model with Technical Indicators
Yue-Chun Gu, Da Yan, Sibo Yan, Zhe Jiang
2020International Conference on Information and Knowledge Management25 citations
Semantic Scholar
Container Based Video Surveillance Cloud Service with Fine-Grained Resource Provisioning
Haitao Zhang, Huadong Ma, Guangping Fu, Xianda Yang +2 more
2016IEEE International Conference on Cloud Computing24 citations
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Parallel Grid-Based Colocation Mining Algorithms on GPUs for Big Spatial Event Data
A. Sainju, D. Aghajarian, Zhe Jiang, S. Prasad
2020IEEE Transactions on Big Data23 citations
Semantic Scholar
Focal-Test-Based Spatial Decision Tree Learning: A Summary of Results
Zhe Jiang, S. Shekhar, Xun Zhou, Joseph K. Knight +1 more
20132013 IEEE 13th International Conference on Data Mining23 citations
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Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity: A Summary of Results
Zhe Jiang, Yan Li, S. Shekhar, Lian P. Rampi +1 more
2017SIGSPATIAL/GIS22 citations
Semantic Scholar
ClickTrain: efficient and accurate end-to-end deep learning training via fine-grained architecture-preserving pruning
Cheng-Ming Zhang, Geng Yuan, Wei Niu, Jian-Nan Tian +7 more
2020International Conference on Supercomputing18 citations Open access
Semantic Scholar
Grid-Based Colocation Mining Algorithms on GPU for Big Spatial Event Data: A Summary of Results
A. Sainju, Zhe Jiang
2017International Symposium on Spatial and Temporal Databases18 citations
Semantic Scholar
A Hidden Markov Contour Tree Model for Spatial Structured Prediction
A. Sainju, Wenchong He, Zhe Jiang
2022IEEE Transactions on Knowledge and Data Engineering16 citations Open access
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Spatial Structured Prediction Models: Applications, Challenges, and Techniques
Zhe Jiang
2020IEEE Access16 citations Open access
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Spatial and Spatiotemporal Big Data Science
Zhe Jiang, S. Shekhar
201715 citations
Semantic Scholar
Geographical Hidden Markov Tree
Zhe Jiang, Miao Xie, A. Sainju
2021IEEE Transactions on Knowledge and Data Engineering14 citations Open access
Semantic Scholar
Hidden Markov Contour Tree: A Spatial Structured Model for Hydrological Applications
Zhe Jiang, A. Sainju
2019Knowledge Discovery and Data Mining13 citations
Semantic Scholar
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy
Wenchong He, A. Sainju, Zhe Jiang, Da Yan
2020SDM12 citations Open access
Semantic Scholar
Semi-Supervised Learning With the EM Algorithm: A Comparative Study Between Unstructured and Structured Prediction
Wenchong He, Zhe Jiang
2020IEEE Transactions on Knowledge and Data Engineering12 citations Open access
Semantic Scholar
Spatiotemporal Data Mining: A Survey
Arun Sharma, Zhe Jiang, S. Shekhar
2022arXiv.org11 citations Open access
Semantic Scholar
Detection of Damage and Failure Events of Road Infrastructure Using Social Media
A. Musaev, Zhe Jiang, Steven L. Jones, Pezhman Sheinidashtegol +1 more
2018International Conference on Web Services9 citations
Semantic Scholar
Spatial Classification with Limited Observations Based on Physics-Aware Structural Constraint
A. Sainju, Wenchong He, Zhe Jiang, Da Yan +1 more
2020AAAI Conference on Artificial Intelligence8 citations Open access
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A Hidden Markov Tree Model for Flood Extent Mapping in Heavily Vegetated Areas based on High Resolution Aerial Imagery and DEM: A Case Study on Hurricane Matthew Floods
Zhe Jiang, A. Sainju
2020arXiv.org6 citations Open access
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A Survey on Spatial and Spatiotemporal Prediction Methods
Zhe Jiang
2020arXiv.org4 citations
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Text Classification and Topic Modeling for Online Discussion Forums
Xin Zhao, Zhe Jiang, J. Gray
2020Trends and Applications of Text Summarization Techniques4 citations Open access
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A novel residual subsampling method for skew-normal mode regression model with massive data
Zhe Jiang, Yan Wu, Min Wang, Liu-Cang Wu
2023Communications in Statistics - Theory and Methods3 citations
Semantic Scholar
Enhanced Evaluation Method of Musical Instrument Digital Interface Data based on Random Masking and Seq2Seq Model
Zhe Jiang, Shuyu Li, Yunsick Sung
2022Mathematics3 citations Open access
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Spatial Ensemble Learning
Zhe Jiang, S. Shekhar
20173 citations
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DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems
Zhe Jiang, Liang Zhao, Xun Zhou, R. Stewart +3 more
2022Knowledge Discovery and Data Mining2 citations
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An Efficient End-to-End Deep Learning Training Framework via Fine-Grained Pattern-Based Pruning
Cheng-Ming Zhang, Geng Yuan, Wei Niu, Jian-Nan Tian +7 more
2020arXiv.org2 citations
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Learning a Spatial Ensemble of Classifiers for Raster Classification: A Summary of Results
Zhe Jiang, S. Shekhar, Azamat Kamzin, Joseph K. Knight
20142014 IEEE International Conference on Data Mining Workshop2 citations
Semantic Scholar
TCN-Log2Vec: A Comprehensive Log Anomaly Detection Framework based on Optimized Log Parsing and Temporal Convolutional Network
Zhe Jiang, Yali Gao, Jie Yuan, Kaiguo Yuan +1 more
20232023 3rd International Conference on Consumer Electronics and Computer Engineering (ICCECE)1 citations
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Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors
Zhe Jiang, M. Kirby, Wenchong He, A. Sainju
2020arXiv.org1 citations
Semantic Scholar
Emerging applications of spatial network big data in transportation
Reem Y. Ali, S. Shekhar, Venkata M. V. Gunturi, Zhe Jiang
20171 citations
Semantic Scholar
Overview of Earth Imagery Classification
Zhe Jiang, S. Shekhar
20171 citations
Semantic Scholar
Spatial Big Data Analytics: Classification Techniques for Earth Observation Imagery
Zhe Jiang
20161 citations
Semantic Scholar
A Spatio-Temporally Opportunistic Approach to Best-Start-Time Lagrangian Shortest Path
S. Ramnath, Zhe Jiang, Hsuan-Heng Wu, Venkata M. V. Gunturi +1 more
2015International Symposium on Spatial and Temporal Databases1 citations
Semantic Scholar