George H. Chen

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Avideh ZAKHORProfessor of electrical engineering and computer science, UC BerkeleyVerified email at eecs.berkeley.edu
Devavrat ShahMassachusetts Institute of TechnologyVerified email at mit.edu
Yue ZhaoAssistant Professor of Computer Science, University of Southern CaliforniaVerified email at usc.edu
John KuaSr. Manager of Engineering, Velodyne LidarVerified email at kua.fm
Xiyang HuPhD Candidate, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Zhihao JiaAssistant Professor of Computer Science, Carnegie Mellon UniversityVerified email at cmu.edu
Jeremy C WeissInvestigator, National Library of Medicine, National Institutes of HealthVerified email at nih.gov
Nikhil S. NaikalRoboticsVerified email at eecs.berkeley.edu
Wei MaThe Hong Kong Polytechnic UniversityVerified email at polyu.edu.hk
Hao PengBeihang UniversityVerified email at buaa.edu.cn
Kay LiuUniversity of Illinois ChicagoVerified email at uic.edu
Yingtong DouResearch Scientist, Visa Inc.Verified email at visa.com
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Kaize DingAssistant Professor of Stats & Data Science, Northwestern UniversityVerified email at asu.edu
Kai ShuAssistant Professor of Computer Science, Illinois Institute of TechnologyVerified email at iit.edu
Xueying DingPh.D. Student, Heinz College, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Canyu ChenPh.D. student at Illinois Institute of TechnologyVerified email at hawk.iit.edu
Michael D. SmithJ. Erik Jonsson Professor of Information Technology and Marketing, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Stanislav NikolovDeepMindVerified email at alum.mit.edu
Polina GollandMassachusetts Institute of TechnologyVerified email at mit.edu

George H. Chen

Assistant Professor, Carnegie Mellon University

Verified email at cmu.edu - Homepage

trustworthy machine learning survival analysis time series analysis nonparametric methods healthcare


Title Sort by citations Sort by year Sort by title	Cited by 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	143	2018
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	121	2010
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	93	2009
A Latent Source Model for Nonparametric Time Series Classification GH Chen, S Nikolov, D Shah arXiv preprint arXiv:1302.3639, 2013	86	2013
A latent source model for online collaborative filtering G Bresler, GH Chen, D Shah Advances in Neural Information Processing Systems 27, 3347-3355, 2014	70	2014
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	69	2022
Targeting Villages for Rural Development Using Satellite Image Analysis KR Varshney, GH Chen, B Abelson, K Nowocin, V Sakhrani, L Xu, ... Big Data, 2015	69	2015
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	58	2010
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	48	2019
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	33	2021
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	29	2009
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	26*	2022
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 Systems …, 2009	26	2009
Truck Traffic Monitoring with Satellite Images LH Kaack, GH Chen, MG Morgan arXiv preprint arXiv:1907.07660, 2019	21	2019
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 and …, 2019	14	2019
Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals GH Chen arXiv preprint arXiv:2007.12975, 2020	10	2020
Nearest neighbor and kernel survival analysis: Nonasymptotic error bounds and strong consistency rates G Chen International Conference on Machine Learning, 1001-1010, 2019	9	2019
A latent source model for patch-based image segmentation GH Chen, D Shah, P Golland Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015: 18th …, 2015	9	2015
Influence via ethos: On the persuasive power of reputation in deliberation online E Manzoor, GH Chen, D Lee, MD Smith Management Science, 2023	8	2023
TOD: Tensor-based Outlier Detection Y Zhao, GH Chen, Z Jia arXiv preprint arXiv:2110.14007, 2021	7*	2021

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