Elif Konyar

Elif Konyar

Postdoctoral Fellow @GaTech

Publications

  1. Konyar, E., Gahrooei, M. R., (2023) Federated Generalized Scalar-on-Tensor Regression. Journal of Quality Technology, 1-18. [link]
    • Finalist of Best Student Paper Competition in Quality Control and Reliability Engineering (QCRE), IISE Annual Conference 2023
    • Finalist of Best Paper Competition in INFORMS Conference on Quality, Statistics and Reliability, ICQSR 2023
  2. Konyar, E., Gahrooei, M. R., Zhang, R., (2023) Robust Generalized Scalar-on-Tensor Regression. IISE Transactions, 1-23. [link]
    • Selected as a featured article in January (2025) issue of ISE Magazine.

  3. Nouri, M., Konyar, E., Gahrooei, M. R., Ilbeigi, M., (2024) Detecting Traffic Anomalies During Extreme Events via a Temporal Self-Expressive Model. IEEE Intelligent Transportation Systems Transaction, 1-14. [link]

  4. Konyar, E., Gahrooei, M. R., (2025) Semi-supervised PARAFAC2 Decomposition for Computational Phenotyping Using Electronic Health Records. IEEE Biomedical and Health Informatics. [link]

  5. Amini, M., Konyar, E., Gahrooei, M. R., (2025) Federated Cooperative Generalized Linear Model for Distributed Multimodal Data Analysis. IISE Transactions. [link]

  6. Konyar, E., Paynabar, K., (2025) Discussion on The Statistical Finite Element Method: A Theoretical Foundation for Digital Twins. Quality Engineering (Just accepted)

Book Chapters

  1. Barry, G., Konyar, E., Harvill, B., Johnstone, C. (2024). A Survey of Advances in Multimodal Federated Learning with Applications. Multimodal and Tensor Data Analytics for Industrial Systems Improvement, 315-344. [link]