Hao Yan

Hao Yan is an Assistant Professor in School of Computing, Informatics, and Decision Systems Engineering.

HaoYan@asu.edu

Education

B.S. degree in Phycis, Peking University, 2011
Double major/B.S. in Economics, Peking University, 2011
M.S. in Statistics, Georgia Institute of technology, 2015
M.S. in Computational Science and Engineering, Georgia Institute of technology, 2016
Ph.D in Industrial & Systems Engineering, Georgia Institute of technology, 2017

Research interests

Machine learning, data analytics for images, profiles and time series data for change detection and localization, spatial-temporal analysis.

Honors and awards

IEEE Transactions on Automation Science and Engineering Best Paper Award (2018) for our paper “Generalized Wavelet Shrinkage of Inline Raman Spectroscopy for Quality Monitoring of Continuous Manufacturing of Carbon Nanotube Buckypaper”

Best Student Paper Award Finalist in Quality, Statistics, and ReliabilitySection of INFORMS (2016), for the paper “AKMM: Adaptive Sensing for Online Anomaly Detection”

Best Paper Award Winner in the Quality, Statistics, and Reliability Refereed Track of INFORMS (2015) for the paper “Real-time Monitoring and Diagnosis of High-Dimensional Data Streams viaSpatio-Temporal Smooth Sparse Decomposition” .

Best Student Paper Award Winner in the Industrial and Systems Endgineering Research Conference (ISERC) in the Quality Control and Reliability Engineering (QCRE) division (2014), for the paper “Monitoring and Diagnosticsof Streaming Images Via Recursive Smooth-Sparse Decomposition”

Best Student Paper Award Winner in the Data Mining Section of INFORMS (2014), for the paper “Image Defect Detection viaSmooth Sparse Decomposition”

Key activities

Member-Institute for Operations Research and the Management Sciences (INFORMS)
Member- Institute of Industrial Engineers (IIE)