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Jing Li

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Assoc Professor
Faculty, TEMPE Campus, Mailcode 8809
Assoc Professor
Faculty, TEMPE Campus, Mailcode 8809
Biography

Assistant Professor
Department of Industrial Engineering
Ira A. Fulton School of Engineering

Jing Li is an assistant professor in the Department of Industrial Engineering in the Ira A. Fulton School of Engineering at ASU. She received her B.S. in Civil Engineering from Tsinghua University, China, in 2000, an M.A. in Statistics and a Ph.D. in Industrial and Operations Engineering from the University of Michigan in 2006 and 2007, respectively. Li's research interests include applied statistics, data mining, causal modeling and inference for process control. Her recent research focuses on modeling and analyzing massive high-dimensional datasets in complex systems for improving the quality of products and processes. Her work has been applied to manufacturing and public health problems. Li is a member of the Institute for Operations Research and the Management Sciences (INFORMS) and the Institute of Industrial Engineers (IIE).
Publications
  • Jing Li, J. Jin, J. Shi. Causation-based T2 Decomposition for Multivariate Process Monitoring and Diagnosis. Journal of Quality Technology (2008).
  • Jing Li, J. Shi, D. Satz. Modeling and Analysis of Disease and Risk Factors through Learning Bayesian Network from Observational Data. Quality and Reliability Engineering International (2008).
  • Jing Li, K. Huang, J. Jin, J. Shi. A Survey on Statistical Methods for Health Care Fraud Detection. Health Care Management Science (2008).
  • G. Lin, Jing Li, S. Hu, W. Cai. A Computational Response Surface Study of 3D Aluminum Hemming using Solid-to-Shell Mapping. ASME (American Society of Mechanical Engineers)Transactions, Journal of Manufacturing Science and Engineering (2007).
  • Jing Li, J. Shi. Knowledge Discovery from Observational Data for Process Control using Causal Bayesian Networks. IIE (Institute of Industrial Engineers) Transactions (2007).
  • Jing Li, J. Shi, T. Chang. On-line Seam Detection in Rolling Processes using Snake Projection and Discrete Wavelet Transform. ASME (American Society of Mechanical Engineers) Transactions, Journal of Manufacturing Science and Engineering (2007).
  • R. Jin, Jing Li, J. Shi. Quality Prediction and Control in Rolling Processes using Logistic Regression. Transactions of NAMRI/SME (North American Manufacturing Research Institution of Society of Manufacturing Engineers) (2007).
  • J. Liu, Jing Li, J. Shi. Integration of Engineering Knowledge Driven Cause-Effect Modeling and Statistical Analysis for Multi-Operational Machining Process Diagnosis. Transactions of NAMRI/SME (North American Manufacturing Research Institution of Society of Manufacturing Engineers) (2005).
Research Activity
  • Li,Jing*. INTEL: Statement of Work for Equipment Effects Causation Statistical Analysis Project. INTEL CORP(2/1/2015 - 2/1/2016).
  • Li,Jing*. Magnetic Resonance Imaging Texture Analysis for the Discrimination of Human Papilloma Virus Related Oropharyngeal Cancer. ASU-Mayo Seed Grant(1/1/2015 - 12/31/2015).
  • Li,Jing*, Wu,Teresa. Developing Quantitative Models for Linking Radiation Treatment Options with Clinical Outcomes. MAYO CLINIC SCOTTSDALE(10/1/2014 - 12/31/2015).
  • Li,Jing*. Phase II: Big Data in Large Communication Networks Mining Visualization. (5/15/2014 - 9/30/2014).
  • Wu,Teresa*, Li,Jing. MRI-based Mapping for Identification of Genomic Diversity in Glioblastoma. MAYO CLINIC SCOTTSDALE(3/1/2013 - 2/28/2016).
  • Li,Jing*. STIR: Novel Network Statistics for Modern Social Interaction Modeling and Inference. DOD-ARMY-ARO(1/7/2013 - 10/6/2013).
  • Li,Jing*. Phase I: Big Data in Large Communication Networks Mining and Visualization. (10/1/2012 - 9/30/2013).
  • Li,Jing*. CAREER: Transfer Learning Based Quality Improvement in Spatially - Temporally Complex Systems. NSF-ENG(2/1/2012 - 1/31/2017).
  • Li,Jing*. Real-Time Health Management for Hierarchical Engineering Systems through Heterogeneous Sensor Fusion. NSF-ENG(4/1/2011 - 3/31/2016).
  • Li,Jing*. Sparse Structure Identification from High-Dimensional Epigenomic. UNIV OF MICHIGAN(9/1/2010 - 8/31/2015).
  • Pan,Rong*, Li,Jing. Effectiveness of Young Driver Training and Education Programs. ADOT(1/13/2009 - 6/30/2013).
  • Li,Jing*. Regression-based Quality Improvement in COmplex Systems with COnsideration of Data Uncertainty. NSF-ENG(9/1/2008 - 8/31/2013).
Fall 2017
Course NumberCourse Title
IEE 474Quality Control
IEE 580Practicum
IEE 595Continuing Registration
IEE 784Internship
IEE 790Reading and Conference
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Summer 2017
Course NumberCourse Title
IEE 580Practicum
IEE 584Internship
IEE 795Continuing Registration
Spring 2017
Course NumberCourse Title
IEE 570Advanced Quality Control
IEE 578Regression Analysis
IEE 580Practicum
STP 593Applied Project
IEE 595Continuing Registration
IEE 599Thesis
IEE 784Internship
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Fall 2016
Course NumberCourse Title
IEE 474Quality Control
IEE 580Practicum
IEE 595Continuing Registration
IEE 784Internship
IEE 790Reading and Conference
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Summer 2016
Course NumberCourse Title
IEE 580Practicum
IEE 584Internship
Spring 2016
Course NumberCourse Title
IEE 474Quality Control
IEE 570Advanced Quality Control
IEE 580Practicum
STP 593Applied Project
IEE 595Continuing Registration
IEE 599Thesis
IEE 784Internship
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Fall 2015
Course NumberCourse Title
IEE 210Intro Industrial Engineering
IEE 474Quality Control
IEE 570Advanced Quality Control
IEE 580Practicum
IEE 595Continuing Registration
IEE 784Internship
IEE 790Reading and Conference
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Summer 2015
Course NumberCourse Title
IEE 580Practicum
IEE 584Internship
Spring 2015
Course NumberCourse Title
IEE 570Advanced Quality Control
IEE 580Practicum
IEE 590Reading and Conference
STP 593Applied Project
IEE 595Continuing Registration
IEE 599Thesis
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Fall 2014
Course NumberCourse Title
IEE 474Quality Control
IEE 492Honors Directed Study
IEE 570Advanced Quality Control
IEE 580Practicum
IEE 595Continuing Registration
IEE 784Internship
IEE 790Reading and Conference
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Summer 2014
Course NumberCourse Title
IEE 580Practicum
IEE 584Internship
IEE 792Research
IEE 795Continuing Registration
Spring 2014
Course NumberCourse Title
IEE 570Advanced Quality Control
IEE 580Practicum
IEE 590Reading and Conference
STP 593Applied Project
IEE 595Continuing Registration
IEE 599Thesis
IEE 790Reading and Conference
IEE 792Research
IEE 795Continuing Registration
Fall 2013
Course NumberCourse Title
IEE 474Quality Control
IEE 492Honors Directed Study
IEE 493Honors Thesis
IEE 570Advanced Quality Control
IEE 580Practicum
IEE 584Internship
IEE 590Reading and Conference
IEE 595Continuing Registration
IEE 784Internship
IEE 790Reading and Conference
IEE 792Research
IEE 795Continuing Registration
IEE 799Dissertation
Summer 2013
Course NumberCourse Title
IEE 580Practicum
IEE 584Internship
IEE 595Continuing Registration
IEE 792Research
IEE 795Continuing Registration
Spring 2013
Course NumberCourse Title
IEE 570Advanced Quality Control
IEE 580Practicum
IEE 590Reading and Conference
IEE 595Continuing Registration
IEE 599Thesis
IEE 790Reading and Conference
IEE 792Research
IEE 795Continuing Registration
Presentations
  • Li, Jing. Integration of Causal Modeling and SPC for Process Monitoring and Diagnosis. INFORMS Annual Conference
  • Li, Jing. Structure Learning of Probabilistic Networks with the Consideration of Data Uncertainties. INFORMS Annual Conference
  • Li, Jing. A Survey of the Statistical Methods on Health Care Fraud Detection. INFORMS Annual Conference
  • Li, Jing. Causation-based T2 Decomposition for Multivariate Process Monitoring and Diagnosis. Industrial Engineering Research Conference
  • Li, Jing. Data Mining and Causal Discovery for Process Control in Manufacturing Hot Rolling Processes. INFORMS Annual Conference
  • Li, Jing. On-Line Seam Detection in Rolling Processes using Snake Projection and Discrete Wavelet Transform. International Conference on Manufacturing Science and Engineering
  • Li, Jing. On-line Surface Defect Detection in Rolling Processes using Discrete Wavelet Transform for Feature Extraction. INFORMS Annual Conference
  • Li, Jing. Data Mining and Causal Discovery for Process Control in Complex Manufacturing Processes. INFORMS Annual Conference
  • Li, Jing. Study the Relationship between Diseases and Risk Factors in Epidemiology through Causal Discovery and Data Mining. INFORMS Annual Conference
Service
  • Dept. of Industrial Engineering, Arizona State University, Undergraduate Affairs Committee (2007 - 2008)
  • 3rd INFORMS Workshop on Data Mining and Health Informatics, Organizer and Chair (2008)
  • INFORMS Annual Conference Technical sessions "Quality and statistical Decision Making in Healthcare Applications", Organizer and Chair (2008)
  • INFORMS Annual Conference Technical sessions "Quality and statistical Decision Making in Healthcare Applications", Organizer and Chair (2007)
  • Joint Statistical Meetings Techincal Session "Bayesian Statistics Student Paper Competition: Applications in Biostatistics", Chair (2007)
  • INFORMS Annual Conference Technical sessions "Quality and statistical Decision Making in Healthcare Applications", Organizer and Chair (2006)
  • International Conference on Manufacturing Science and Engineering Technical Session, Co-chair (2006)
  • INFORMS Annual Conference Technical sessions "Quality and statistical Decision Making in Healthcare Applications", Organizer and Chair (2005)
  • IIE Transactions, Quality and Reliability Engineering International, Journal of Manufacturing Systems, International Journal of Six Sigma and Competitive Advantage, Reviewer (Present)