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Office Hours

M 10:30 AM-12:00 PM
T 11:20 AM-12:20 PM
W 10:30 AM-12:00 PM
R 11:20 AM-12:20 PM
Degree Program University
Ph.D. Industrial and Systems Engineering Rutgers, The State University of New Jersey
M.Sc. Systems and Management Engineering Sungkyunkwan University
Bachelor Business Ajou University

My Professional Experience

Year Title Organization
2025 - 2025 Visiting Professor Pukyong National University in South Korea
2025 - 2025 Visiting Professor Strategic Management Research Center, Pukyong National University in South Korea
2019 - Now Assistant Professor of Business Analytics Siena University (formerly Siena College)
2018 - 2019 Assistant Professor of Quantitative Business Analysis Siena University (formerly Siena College)
2017 - 2018 Lecturer Rutgers, The State University of New Jersey
2011 - 2011 Project Leader - Strategy Design and Planning Team DH Networks
2006 - 2008 Junior Research Engineer LG Electronics
2005 - 2006 Teaching/Research Assistant Sungkyunkwan University
2003 - 2004 Teaching Assistant Ajou University

Articles & Book Reviews

  • Data-Driven Peer Group Selection for Salary Comparison in Higher Education: An Applied Analytics Approach to Building Trust
    Information Systems & Computing Academic Professionals, Inc. (ISCAP)
    2025
  • Online Brand Communities as A Services Marketing Channel: An Exploratory Study of Apple Support Community Using a Machine Learning Approach
    Journal of Applied Business and Economics
    2025
  • Effect of Remote Work on Organization ESG Score Performance
    Academy of Business Research
    2024
  • Monitoring of group-structured high-dimensional processes via sparse group LASSO
    Annals Of Operations Research, vol. 340
    2024
  • High-Speed Monitoring of Multi-Dimensional Processes in Bayesian Framework
    IEEE Access
    2022
  • Mathematical Modeling of Optimal Allocation of Remote Workforce: An Interdisciplinary Investigation with Hofstede's Cultural Factors and Managerial Ability
    Cross Cultural & Strategic Management, vol. 30
    2022
  • Bayesian sequential update for monitoring and control of high-dimensional processes
    Annals Of Operations Research
    2021
  • Multi-class Bayesian support vector data description with anomalies
    Annals Of Operations Research
    2021
  • A penalized likelihood based monitoring via L2-norm regularization for high-dimensional processes
    Journal Of Quality Technology, vol. 52
    2020
  • Generalized support vector data description for anomaly detection
    Pattern Recognition, vol. 100
    2020
  • Phase-I monitoring of high-dimensional covariance matrix using an adaptive thresholding LASSO rule
    Computers & Industrial Engineering, vol. 144
    2020
  • An Adaptive Thresholding-based Process Variability Monitoring
    Journal Of Quality Technology, vol. 51
    2019
  • Control charts for variability monitoring in high-dimensional processes
    Computers & Industrial Engineering, vol. 130
    2019
  • Monitoring and control of beta-distributed multistage production processes
    Quality Technology and Quantitative Management, vol. 16
    2019
  • Variable selection-based SPC procedures for high-dimensional multistage processes
    Journal of Systems Engineering and Electronics, vol. 30
    2019
  • Bayesian framework for fault variable identification
    Journal Of Quality Technology, vol. 51
    2018
  • Generalized smoothing parameters of multivariate EWMA control chart
    IIE Transactions, vol. 49
    2017
  • Variable selection based multivariate cumulative sum control chart
    Quality And Reliability Engineering: International, vol. 33
    2017
  • Distribution-free adaptive step-down procedure for fault identification
    Quality And Reliability Engineering: International
    2016
  • Two-class M/G/1 queue under workload control
    International Journal of Modeling, Identification and Control
    2009
  • Analysis and cost optimization of the M/G/1 queue under the D-policy and LCFS discipline
    Stochastic Analysis and Applications
    2008

Awards & Distinctions

  • Douglas Hickey Chair in Business
    Category: Teaching-Research-Service
    School of Business, Siena College, 2025
  • Douglas Hickey Chair in Business
    Category: Teaching-Research-Service
    School of Business, Siena College, 2024
  • Presidential Award for Excellence
    Category: Service-University
    President of Siena College, 2024
  • Raymond Kennedy Excellence in Scholarship Award
    Category: Research
    Siena College, 2024
  • COTFD Research Fellowship Award
    Category: Research
    Siena College, 2021
  • Effects of Culture and management Ability on Remote Working Development
    Category: Research
    Academy of Business Research Conference, 2021
  • COTFD Pedagogy Fellowship Award
    Category: Teaching
    Siena College, 2020
  • COTFD Research Fellowship Award
    Category: Research
    Siena College, 2020
  • Research Excellence Award
    Category: Research
    Siena College School of Business, 2020
  • Conference Travel Funding Award
    Category: Research
    Rutgers University, 2017
  • TA/GA Professional Development Fund Award
    Category: Teaching-Research
    Rutgers University, 2017
  • Best Ph.D. Student Award
    Category: Research
    Rutgers University, 2016
  • Richard A. Freund International Scholarship
    Category: Research
    American Society for Quality (ASQ), 2016
  • Tayfur Altiok Memorial Scholarship
    Category: Research
    Rutgers University, 2016

Presentations

  • Data-Driven Peer Group Selection for Salary Comparison in Higher Education: An Applied Analytics Approach to Building Trust
    2025
    Information Systems & Computing Academic Professionals, Inc. (ISCAP), Louisville, Kentucky
  • Online Brand Communities as A Services Marketing Channel: An Exploratory Study of Apple Support Community Using a machine Learning Approach
    2025
    Academy of Marketing Science World Marketing Congress, Dijon, France
  • Effect of remote work on organization ESG score performance
    November, 2024
    Academy of Business Research, Orlando, United States of America
  • A new data-driven multivariate process capability index
    October, 2023
    Institute for Operations Research and The Management Sciences Annual Meeting (INFORMS), Phoenix, Arizona
  • Bayesian Update for Multivariate Process Monitoring and Control
    October, 2021
    Institute for Operations Research and The Management Sciences Annual Meeting (INFORMS), Anaheim, California
  • Effects of Culture and Management Ability on Remote Working Development
    October, 2021
    Academy of Business Research, San Antonio, Texas
  • An Efficient Process Monitoring Scheme in Bayesian Framework
    May, 2021
    IISE Transactions, Montreal, Canada
  • Monitoring and control of high-dimensional data via sparse group lasso
    October, 2019
    Institute for Operations Research and The Management Sciences Annual Meeting (INFORMS), Seattle, United States of America
  • Mixed penalized likelihood for monitoring grouped high-dimensional processes
    June, 2019
    INFORMS International Meeting, Cancun, Mexico
  • An efficient monitoring of variance in high-dimensional process
    November, 2018
    Institute for Operations Research and The Management Sciences Annual Meeting (INFORMS), Phoenix, United States of America
  • Online Bayesian learning process monitoring and control
    October, 2017
    Institute for Operations Research and The Management Sciences Annual Meeting (INFORMS), Houston, United States of America
  • Statistical process monitoring of high-dimensional processes
    May, 2017
    American Statistical Association, New Brunswick, United States of America
  • An efficient statistical quality control scheme for high-dimensional process
    November, 2016
    Institute for Operations Research and The Management Sciences Annual Meeting (INFORMS), Nashville, United States of America
  • Variable selection based EWMA for high dimensional multistage processes
    2016
    INFORMS International Meeting, Hilton Waikoloa Village, United States of America
  • Multistage process monitoring through MEWMA control chart with generalized smoothing parameters
    November, 2015
    Institute for Operations Research and The Management Sciences Annual Meeting (INFORMS), Philadelphia, United States of America
  • Variable selection-based SPC procedures for high-dimensional multistage processes
    2015
    International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, Beijing, China
  • Two class M/G/1 queue under workload control
    2008
    International Conference on Modeling, Identification and Control, Shanghai, China
  • Analysis of the two-class M/G/1 non=preemptive priority queue under the D-policy
    2007
    International Multi Conference on Engineers and Computer Scientists, Hong Kong, China
  • The M/G/1 queueign system under the double workload threshold (delta, D)-policy
    2007
    International Conference on Industrial Engineering and Systems Management, Beijing, China