Yiqun Xie
Yiqun Xie
Assistant Professor, University of Maryland
Verified email at umd.edu - Homepage
Title
Cited by
Cited by
Year
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
362014
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
292017
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
252017
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, 2019
242019
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
212013
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
182018
Extraction and Analysis of Gully Feature Points Based on DEMs
Y Xie, H Zhu, G Tang, R ZENG
Journal of Geo-Information Science 15 (1), 61-67, 2013
17*2013
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
152018
Significant DBSCAN towards statistically robust clustering
Y Xie, S Shekhar
Proceedings of the 16th International Symposium on Spatial and Temporal …, 2019
132019
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
112017
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
82019
An Unsupervised Augmentation Framework for Deep Learning based Geospatial Object Detection: A Summary of Results
Y Xie, R Bhojwani, S Shekhar, J Knight
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances …, 2018
82018
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
72020
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
62020
Revolutionizing tree management via intelligent spatial techniques
Y Xie, S Shekhar, R Feiock, J Knight
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances …, 2019
62019
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
52020
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
42019
Ff-sa: Fragmentation-free spatial allocation
Y Xie, S Shekhar
International Symposium on Spatial and Temporal Databases, 319-338, 2017
42017
Data science for food, energy and water: A workshop report
N Abe, Y Xie, S Shekhar, C Apte, V Kumar, M Tuinstra, RR Vatsavai
ACM SIGKDD Explorations Newsletter 18 (2), 1-4, 2017
42017
Spatially Constrained Geodesign Optimization (GOP) for Improving Agricultural Watershed Sustainability
Y Xie, KS Yang, S Shekhar, B Dalzell, D Mulla
Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), Workshop …, 2017
4*2017
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