Yiqun Xie
Yiqun Xie
Assistant Professor, University of Maryland
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
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
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
Significant DBSCAN towards statistically robust clustering
Y Xie, S Shekhar
Proceedings of the 16th International Symposium on Spatial and Temporal …, 2019
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
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
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
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
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
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
Towards spatial variability aware deep neural networks (SVANN): A summary of results
J Gupta, Y Xie, S Shekhar
arXiv preprint arXiv:2011.08992, 2020
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
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
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
Significant spatial co-distribution pattern discovery
J Cai, Y Xie, M Deng, X Tang, Y Li, S Shekhar
Computers, Environment and Urban Systems 84, 101543, 2020
Physics-guided energy-efficient path selection using on-board diagnostics data
Y Li, P Kotwal, P Wang, Y Xie, S Shekhar, W Northrop
ACM Transactions on Data Science 1 (3), 1-28, 2020
A Nondeterministic Normalization based Scan Statistic (NN-scan) towards Robust Hotspot Detection: A Summary of Results
Y Xie, S Shekhar
SIAM International Conference on Data Mining (SDM'19), 2019
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