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Invited Seminars
- High-Dimensional Data Analytics for System Monitoring and Performance Improvement. ISE Department at Virginia Tech, Blacksburg, VA. April 2022
- High-Dimensional Data Analytics for System Monitoring, Diagnostics, and Prognostics. IMSE Department at Iowa State University, Ames, IA. April 2021
- Functional and Tensor Data Analytics for System Diagnostics and Prognostics. Collaborative Innovation Center of Steel Technology, University of Science and Technology Beijing, China. Jan 2021
- High-Dimensional Data Analytics for System Monitoring, Diagnostics, Prognostics, and Decision-Making. Saint-Gobain Research North America, Northboro, MA. Feb. 2020
- High-Dimensional Data Analytics for System Monitoring, Diagnostics, and Prognostics. ISE Department at Clemson University, Clemson, SC. Nov. 2019
- Predictive Analytics for Complex Engineering Systems Using High-Dimensional Signals. Ford Motor Company, Dearborn, MI. Feb. 2019
- Predictive Analytics for Complex Engineering Systems Using High-Dimensional Signals, OR Program Seminar at North Carolina State University, Jan. 2019.
Invited Conference and Workshop Presentations
- A Federated System Prognostics Regression Model. INFORMS Annual Meeting, Indianapolis, IN Oct.2022
- A Supervised Tensor Dimension Reduction-based Prognostic Model for Applications with Incomplete Imaging Data. INFORMS Annual Meeting, Indianapolis, IN Oct.2022
- A Federated Data Fusion-Based Prognostics Model for Applications with Incomplete Signals. INFORMS Annual Meeting, Indianapolis, IN Oct.2022
- Distributionally Robust Chance-constrained Quadratic Support Vector Machines Under Moment Uncertainty. INFORMS Annual Meeting, Indianapolis, IN Oct.2022
- Multistream Sensor Fusion-Based Prognostics Model for Systems Under Multiple Operational Conditions. International Manufacturing Science and Engineering Conference, Cincinnati, Ohio June.2021
- Two-Dimensional Variable Selection and Its Applications in the Diagnostics of Product Quality Defects. IISE Annual Conference (Virtual) May.2020
- Online Kernel-free Quadratic Surface Support Vector Machine. INFORMS Annual Meeting, Anaheim, CA May.2020
- A Robust Prognostic Model for Applications with High-Dimensional Multi-Stream Signals. IISE Annual Conference. Orlando, FL. May. 2019
- A Supervised Dimension Reduction-Based Prognostics Model for Applications with Incomplete Signals and Censored Failure Times. INFORMS Annual Meeting, Phoenix, AZ. Nov. 2018
- Scalable Prognostic Models for Large-scale Condition Monitoring Applications. Invited talk in the IISE Transactions session at INFORMS Annual Meeting, Houston, TX. Oct. 2017
- A Predictive Analytic Methodology via Modeling High-dimensional Signals with Missing Observations. INFORMS Annual Meeting, Houston, TX. Oct. 2017
- A Real-Time Prognostic Model Based on Informative Sensor Selection and Multistream Signal Fusion. The 12th INFORMS Workshop on Data Mining & Decision Analytics, Houston, TX. Oct. 2017
- Image-Based Prognostics Using Penalized Tensor Regression. First-year Ph.D. Seminar, ISyE, Georgia Tech. Oct. 2017
- Residual Useful Lifetime Prediction Using a Degradation Image Stream. INFORMS Annual Meeting, Nashville, TN. Nov. 2016
- A Penalized Tensor Regression Model for Residual Useful Lifetime Prediction. INFORMS Annual Meeting, Nashville, TN. Nov. 2016
- Residual Useful Lifetime Prediction Using a Degradation Image Stream. SIAC Graduate Symposium, Georgia Tech. Nov. 2016
- A Degradation-Based Prognostic Model Using Image Data. INFORMS Annual Meeting, Philadelphia, PA. Nov. 2015
- An Adaptive Functional Regression-Based Prognostic Model for Applications with Missing Data. IISE Annual Conference & Expo, Nashville, TN. May 2015
- Scalable Predictive Analytics for Multi-Sensor Condition Monitoring Applications. INFORMS Annual Meeting, San Francisco, CA. Nov. 2014