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George H. Chen
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Year
Explaining the success of nearest neighbor methods in prediction
GH Chen, D Shah
Foundations and Trends« in Machine Learning 10 (5-6), 337-588, 2018
1272018
Indoor localization and visualization using a human-operated backpack system
T Liu, M Carlberg, G Chen, J Chen, J Kua, A Zakhor
2010 International Conference on Indoor Positioning and Indoor Navigation, 1-10, 2010
1162010
Classifying urban landscape in aerial LiDAR using 3D shape analysis
M Carlberg, P Gao, G Chen, A Zakhor
2009 16th IEEE International Conference on Image Processing (ICIP), 1701-1704, 2009
892009
A Latent Source Model for Nonparametric Time Series Classification
GH Chen, S Nikolov, D Shah
arXiv preprint arXiv:1302.3639, 2013
782013
A latent source model for online collaborative filtering
G Bresler, GH Chen, D Shah
Advances in Neural Information Processing Systems 27, 3347-3355, 2014
672014
Targeting Villages for Rural Development Using Satellite Image Analysis
KR Varshney, GH Chen, B Abelson, K Nowocin, V Sakhrani, L Xu, ...
Big Data, 2015
662015
Indoor localization algorithms for a human-operated backpack system
G Chen, J Kua, S Shum, N Naikal, M Carlberg, A Zakhor
3D Data Processing, Visualization, and Transmission, 3, 2010
562010
Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption
W Ma, GH Chen
arXiv preprint arXiv:1910.12774, 2019
452019
2d tree detection in large urban landscapes using aerial lidar data
G Chen, A Zakhor
2009 16th IEEE International Conference on Image Processing (ICIP), 1693-1696, 2009
312009
Ecod: Unsupervised outlier detection using empirical cumulative distribution functions
Z Li, Y Zhao, X Hu, N Botta, C Ionescu, G Chen
IEEE Transactions on Knowledge and Data Engineering, 2022
252022
Image augmented laser scan matching for indoor dead reckoning
N Naikal, J Kua, G Chen, A Zakhor
2009 IEEE/RSJ International Conference on Intelligent Robots and Systemsá…, 2009
252009
Truck Traffic Monitoring with Satellite Images
LH Kaack, GH Chen, MG Morgan
arXiv preprint arXiv:1907.07660, 2019
202019
Consumer Behavior in the Online Classroom: Using Video Analytics and Machine Learning to Understand the Consumption of Video Courseware
M Zhou, GH Chen, P Ferreira, MD Smith
Journal of Marketing Research 58 (6), 1079-1100, 2021
182021
An interpretable produce price forecasting system for small and marginal farmers in india using collaborative filtering and adaptive nearest neighbors
W Ma, K Nowocin, N Marathe, GH Chen
Proceedings of the Tenth International Conference on Information andá…, 2019
92019
Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals
GH Chen
arXiv preprint arXiv:2007.12975, 2020
82020
Nearest neighbor and kernel survival analysis: Nonasymptotic error bounds and strong consistency rates
G Chen
International Conference on Machine Learning, 1001-1010, 2019
72019
BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs
K Liu, Y Dou, Y Zhao, X Ding, X Hu, R Zhang, K Ding, C Chen, H Peng, ...
7*
Influence via Ethos: On the Persuasive Power of Reputation in Deliberation Online
E Manzoor, GH Chen, D Lee, MD Smith
arXiv preprint arXiv:2006.00707, 2020
62020
A Latent Source Model for Patch-Based Image Segmentation
GH Chen, D Shah, P Golland
International Conference on Medical Image Computing and Computer-Assistedá…, 2015
62015
Sparse projections of medical images onto manifolds
GH Chen, C Wachinger, P Golland
International Conference on Information Processing in Medical Imaging, 292-303, 2013
62013
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