Seuraa
Yiqun Xie
Yiqun Xie
Assistant Professor, University of Maryland
Vahvistettu sähköpostiosoite verkkotunnuksessa umd.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
A locally-constrained YOLO framework for detecting small and densely-distributed building footprints
Y Xie, J Cai, R Bhojwani, S Shekhar, J Knight
International Journal of Geographic Information Science, 2020
652020
Ring-shaped hotspot detection: A summary of results
E Eftelioglu, S Shekhar, D Oliver, X Zhou, MR Evans, Y Xie, JM Kang, ...
2014 IEEE International Conference on Data Mining, 815-820, 2014
452014
Transdisciplinary Foundations of Geospatial Data Science
Y Xie, E Eftelioglu, RY Ali, X Tang, Y Li, R Doshi, S Shekhar
ISPRS International Journal of Geo-Information 6 (12), 2017
432017
Parallel Processing over Spatial-Temporal Datasets from Geo, Bio, Climate and Social Science Communities: A Research Roadmap
SK Prasad, D Aghajarian, M McDermott, D Shah, M Mokbel, S Puri, ...
IEEE Big Data Congress, 2017
392017
Covid-gan: Estimating human mobility responses to covid-19 pandemic through spatio-temporal conditional generative adversarial networks
H Bao, X Zhou, Y Zhang, Y Li, Y Xie
Proceedings of the 28th international conference on advances in geographic …, 2020
382020
Transforming Smart Cities with Spatial Computing
Y Xie, J Gupta, Y Li, S Shekhar
Proceedings of the 4th IEEE International Smart Cities Conference (ISC2), 2018
322018
Significant DBSCAN towards statistically robust clustering
Y Xie, S Shekhar
Proceedings of the 16th International Symposium on Spatial and Temporal …, 2019
312019
Statistically-robust clustering techniques for mapping spatial hotspots: A survey
Y Xie, S Shekhar, Y Li
ACM Computing Surveys (CSUR) 55 (2), 1-38, 2022
302022
A statistically-guided deep network transformation and moderation framework for data with spatial heterogeneity
Y Xie, E He, X Jia, H Bao, X Zhou, R Ghosh, P Ravirathinam
2021 IEEE International Conference on Data Mining (ICDM), 767-776, 2021
292021
Crater detection using the morphological characteristics of Chang'E-1 digital elevation models
Y Xie, G Tang, S Yan, H Lin
IEEE Geoscience and Remote Sensing Letters 10 (4), 885-889, 2013
282013
Ndvi versus cnn features in deep learning for land cover clasification of aerial images
A Ramanath, S Muthusrinivasan, Y Xie, S Shekhar, B Ramachandra
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
252019
A TIMBER Framework for Mining Urban Tree Inventories Using Remote Sensing Datasets
Y Xie, H Bao, S Shekhar, J Knight
IEEE International Conference on Data Mining (ICDM'18), 2018
212018
Extraction and analysis of gully feature points based on DEM
YQ Xie, HC Zhu, GA Tang, RA Zeng
Journal of Geo-Information Science 15 (1), 61-67, 2013
21*2013
Spatial variability aware deep neural networks (SVANN): a general approach
J Gupta, C Molnar, Y Xie, J Knight, S Shekhar
ACM Transactions on Intelligent Systems and Technology (TIST) 12 (6), 1-21, 2021
182021
Towards spatial variability aware deep neural networks (SVANN): A summary of results
J Gupta, Y Xie, S Shekhar
arXiv preprint arXiv:2011.08992, 2020
172020
Collaborative Geodesign and Spatial Optimization for Fragmentation-Free Land Allocation
Y Xie, B Runck, S Shekhar, L Kne, D Mulla, N Jordan, P Wiringa
ISPRS International Journal of Geo-Information 6 (7), 2017
172017
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 Jian, R Ghosh, ...
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12208 …, 2022
162022
Large-scale river mapping using contrastive learning and multi-source satellite imagery
Z Wei, K Jia, P Liu, X Jia, Y Xie, Z Jiang
Remote Sensing 13 (15), 2893, 2021
142021
Discovering regions of anomalous spatial co-locations
J Cai, M Deng, Y Guo, Y Xie, S Shekhar
International Journal of Geographical Information Science 35 (5), 974-998, 2021
142021
Physics-guided machine learning from simulation data: An application in modeling lake and river systems
X Jia, Y Xie, S Li, S Chen, J Zwart, J Sadler, A Appling, S Oliver, J Read
2021 IEEE International Conference on Data Mining (ICDM), 270-279, 2021
132021
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Artikkelit 1–20