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George H. Chen
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Cited by
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
1602018
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
1502022
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
1202010
A Latent Source Model for Nonparametric Time Series Classification
GH Chen, S Nikolov, D Shah
arXiv preprint arXiv:1302.3639, 2013
952013
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
942009
A latent source model for online collaborative filtering
G Bresler, GH Chen, D Shah
Advances in Neural Information Processing Systems 27, 3347-3355, 2014
762014
Targeting Villages for Rural Development Using Satellite Image Analysis
KR Varshney, GH Chen, B Abelson, K Nowocin, V Sakhrani, L Xu, ...
Big Data, 2015
722015
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
572010
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
552019
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
462021
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, ...
Neural Information Processing Systems, 2022
45*2022
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
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
232019
PyGOD: A python library for graph outlier detection
K Liu, Y Dou, Y Zhao, X Ding, X Hu, R Zhang, K Ding, C Chen, H Peng, ...
arXiv preprint arXiv:2204.12095, 2022
202022
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
162019
Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals
GH Chen
arXiv preprint arXiv:2007.12975, 2020
152020
Nearest neighbor and kernel survival analysis: Nonasymptotic error bounds and strong consistency rates
GH Chen
International Conference on Machine Learning, 1001-1010, 2019
142019
A latent source model for patch-based image segmentation
GH Chen, D Shah, P Golland
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015: 18thá…, 2015
102015
TOD: Tensor-based Outlier Detection
Y Zhao, GH Chen, Z Jia
arXiv preprint arXiv:2110.14007, 2021
8*2021
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