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Zhe Jiang
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Spatiotemporal data mining: A computational perspective
S Shekhar, Z Jiang, RY Ali, E Eftelioglu, X Tang, VMV Gunturi, X Zhou
ISPRS International Journal of Geo-Information 4 (4), 2306-2338, 2015
2582015
Monitoring land-cover changes: A machine-learning perspective
A Karpatne, Z Jiang, RR Vatsavai, S Shekhar, V Kumar
IEEE Geoscience and Remote Sensing Magazine 4 (2), 8-21, 2016
1082016
A survey on spatial prediction methods
Z Jiang
IEEE transactions on knowledge and Data Engineering 31 (9), 1645-1664, 2018
942018
Spatial Big Data Science: Classification Techniques for Earth Observation Imagery
Z Jiang, S Shekhar
Springer, 2017
90*2017
A neighborhood graph based approach to regional co-location pattern discovery: A summary of results
P Mohan, S Shekhar, JA Shine, JP Rogers, Z Jiang, N Wayant
Proceedings of the 19th ACM SIGSPATIAL international conference on advances …, 2011
832011
STDEN: Towards physics-guided neural networks for traffic flow prediction
J Ji, J Wang, Z Jiang, J Jiang, H Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 4048-4056, 2022
612022
Focal-test-based spatial decision tree learning
Z Jiang, S Shekhar, X Zhou, J Knight, J Corcoran
IEEE Transactions on Knowledge and Data Engineering 27 (6), 1547-1559, 2014
582014
The nexus of food, energy, and water resources: Visions and challenges in spatial computing
E Eftelioglu, Z Jiang, X Tang, S Shekhar
Advances in Geocomputation: Geocomputation 2015--The 13th International …, 2017
472017
Learning spatial decision tree for geographical classification: a summary of results
Z Jiang, S Shekhar, P Mohan, J Knight, J Corcoran
Proceedings of the 20th International Conference on Advances in Geographic …, 2012
432012
An attention U-Net model for detection of fine-scale hydrologic streamlines
Z Xu, S Wang, LV Stanislawski, Z Jiang, N Jaroenchai, AM Sainju, ...
Environmental Modelling & Software 140, 104992, 2021
392021
CurvaNet: Geometric deep learning based on directional curvature for 3D shape analysis
W He, Z Jiang, C Zhang, AM Sainju
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
392020
Visualizing traffic accident hotspots based on spatial-temporal network kernel density estimation
B Romano, Z Jiang
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances …, 2017
392017
Parallel grid-based colocation mining algorithms on GPUs for big spatial event data
AM Sainju, D Aghajarian, Z Jiang, S Prasad
IEEE Transactions on Big Data 6 (1), 107-118, 2018
312018
Spatial computing perspective on food energy and water nexus
E Eftelioglu, Z Jiang, R Ali, S Shekhar
Journal of Environmental Studies and Sciences 6, 62-76, 2016
312016
Focal-test-based spatial decision tree learning: A summary of results
Z Jiang, S Shekhar, X Zhou, J Knight, J Corcoran
2013 IEEE 13th International Conference on Data Mining, 320-329, 2013
302013
A survey on uncertainty quantification methods for deep neural networks: An uncertainty source perspective
W He, Z Jiang
arXiv preprint arXiv:2302.13425, 2023
292023
Spatial ensemble learning for heterogeneous geographic data with class ambiguity
Z Jiang, AM Sainju, Y Li, S Shekhar, J Knight
ACM Transactions on Intelligent Systems and Technology (TIST) 10 (4), 1-25, 2019
292019
Geographical hidden markov tree for flood extent mapping
M Xie, Z Jiang, AM Sainju
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
292018
Identifying K Primary Corridors from urban bicycle GPS trajectories on a road network
Z Jiang, M Evans, D Oliver, S Shekhar
Information Systems 57, 142-159, 2016
272016
Fairness by “where”: A statistically-robust and model-agnostic bi-level learning framework
Y Xie, E He, X Jia, W Chen, S Skakun, H Bao, Z Jiang, R Ghosh, ...
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12208 …, 2022
262022
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