(+ indicates the corresponding author)
Alhindi, T.J., Alturkistani, O., Baek, J+. and Jeong, M.K., 2025. Multi-Class Support Vector Data Description with Dynamic Time Warping Kernel for Monitoring Fires in Diverse Non-Fire Environments. IEEE Sensors Journal, 25(12), pp. 21951-21970. DOI: http://10.1109/JSEN.2025.3561725
Zhang, G., Wang, T., Baek, J+., Jeong, M.K., Seo, S. and Choi, J., 2024. Multi-source ensemble method with random source selection for virtual metrology. Annals of Operations Research, pp.1-24. DOI: https://doi.org/10.1007/s10479-024-06179-y
Alhindi, T.J., Baek, J., Jeong, Y.S. and Jeong, M.K., 2024. Orthogonal binary singular value decomposition method for automated windshield wiper fault detection. International Journal of Production Research, 62(9), pp.3383-3397. DOI: https://doi.org/10.1080/00207543.2023.2232471
Wang, T., Baek, J+., Jeong, M.K., Seo, S. and Choi, J., 2024. Multi-source AdaBoost with cross-weight method for virtual metrology in semiconductor manufacturing. International Journal of Production Research, pp.1-16. DOI: https://doi.org/10.1080/00207543.2024.2318490
Yu, Y., Baek, J., Tosyali, A. and Jeong, M.K., 2024. Robust asymmetric non-negative matrix factorization for clustering nodes in directed networks. Annals of Operations Research, pp.1-21. DOI: https://doi.org/10.1007/s10479-024-05868-y
Lim, S.Y., Ko, C., Jeong, Y.S., Baek, J., 2023. K-Nearest Neighbor Classifier for Uncertain Data in Feature Space. Industrial Engineering & Management Systems, 22(4), pp.414-421. DOI: https://10.7232/iems.2023.22.4.414
Baek, J., Jeong, M.K. and Elsayed, E.A., 2023. Spatial randomness-based anomaly detection approach for monitoring local variations in multimode surface topography. Annals of Operations Research, pp.1-23. DOI: https://doi.org/10.1007/s10479-023-05468-2
Baek, J., Alhindi, T.J., Jeong, Y.S., Jeong, M.K., Seo, S., Kang, J., Shim, W. and Heo, Y., 2023. A Wavelet-Based Real-Time Fire Detection Algorithm with Multi-Modeling Framework. Expert Systems with Applications, p.120940. DOI: https://doi.org/10.1016/j.eswa.2023.120940
Ko, C., Baek, J., Tavakkol, B. and Jeong, Y.S., 2023. Cluster Validity Index for Uncertain Data Based on a Probabilistic Distance Measure in Feature Space. Sensors, 23(7), p.3708. DOI: https://doi.org/10.3390/s23073708
Yi, Y., Tosyali, A., Baek, J. and Jeong, M.K., 2022. A Novel Similarity-Based Link Prediction Approach for Transaction Networks. IEEE Transactions on Engineering Management. (In press) DOI: https://doi.org/10.1109/TEM.2022.3146037
Baek, J., Jeong, M.K. and Elsayed, E.A., 2022. Monitoring Variations in Multimode Surface Topography. International Journal of Production Research. (In press) DOI: https://doi.org/10.1080/00207543.2022.2027539
Baek, J., Jeong, M.K. and Elsayed, E.A., 2022. Residual-Based Surface Segmentation for Monitoring Topographic Variations. IEEE Transactions on Automation Science and Engineering. 19(1) pp. 280-294. DOI: https://doi.org/10.1109/TASE.2020.3027810
Baek, J., Alhindi, T.J., Jeong, Y.S., Jeong, M.K., Seo, S., Kang, J. and Heo, Y., 2021. Intelligent Multi-Sensor Detection System for Monitoring Indoor Building Fires. IEEE Sensors Journal, 21(24), pp. 27982-27992. DOI: https://doi.org/10.1109/JSEN.2021.3124266
Baek, J., Alhindi, T.J., Jeong, Y.S., Jeong, M.K., Seo, S., Kang, J., Shim, W. and Heo, Y., 2021. Real-Time Fire Detection System Based on Dynamic Time Warping of Multichannel Sensor Networks. Fire Safety Journal, 123, p.103364. DOI: https://doi.org/10.1016/j.firesaf.2021.103364
Baek, J., Alhindi, T.J., Jeong, Y.S., Jeong, M.K., Seo, S., Kang, J., Choi, J. and Chung, H., 2021. Real-Time Fire Detection Algorithm Based on Support Vector Machine with Dynamic Time Warping Kernel Function. Fire Technology, 57, pp. 2929-2953. DOI: https://doi.org/10.1007/s10694-020-01062-1
Seo, S., Kang, J., Shim, W., Jeong, M.K. and Baek, J. Gateway Apparatus, and Control Method Thereof, Patent Claim No. 10-2020-0094765 (Korea), February 07, 2022
Baek, J. Spatial Adaptive Fused Lasso for Monitoring and Diagnosing Topographic Variations. In 2025 INFORMS Annual Meeting, October 26-29, 2025, Atlanta, GA.
Alhindi, T.J., Alturkistani, O., Baek, J., Jeong, M.K. Multi-Class Support Vector Data Description Fire Monitoring System Using Dynamic Time Warping Kernel in Different Non-Fire Environments. In 2025 INFORMS Annual Meeting, October 26-29, 2025, Atlanta, GA.
Baek, J. Data-Driven Method for Quality Monitoring in Multi-Mode Surface Topography. In 2024 INFORMS Annual Meeting, October 20-23, 2024, Seattle, WA.
Baek, J. Spatial Randomness Kullback-Leibler Divergence-Based Approach for Monitoring Local Variations in Multimode Surface Topography. In 2023 INFORMS Annual Meeting, October 15-18, 2023, Phoenix, AZ.
Baek, J. Data Analytics and Decision-Making in Big Data Applications, Invited talk presented at Hanyang University, South Korea, June 26, 2023.
Baek, J. Data Analytics and Decision-Making in Big Data Applications, Invited talk presented at Chonnam National University, South Korea, June 4, 2023.
Wang T., Baek, J., Xie Y., Jeong, M.K. Multi-Source Cross-Weight Ensemble Method for Virtual Metrology in Semiconductor Manufacturing. In 2023 INFORMS Annual Meeting, October 15-18, 2023, Phoenix, AZ.
Baek, J. Statistical Learning with High-Dimensional Data, Invited talk presented at Wonkwang University, South Korea, December 15, 2022.
Baek, J., Elsayed, E.A. and Jeong, M.K. Multimode Anomaly Detection with Three-Dimensional Topographic Data. In 2022 INFORMS Annual Meeting, October 16-19, 2022, Indianapolis, IN.
Baek, J., Jeong, M.K. and Elsayed, E.A. Monitoring Topographic Variations in Multimode Three-Dimensional Surface. In 2021 INFORMS Annual Meeting, October 24-27, 2021, Anaheim, CA.
Baek, J., Alhindi, T.J., Jeong, Y.S., Jeong, M.K., Seo, S., Kang, J., Shim, W. and Heo, Y. Heo. Real-Time Fire Detection Algorithm Based on Wavelet Transform in Multichannel Sensor Networks. In 2020 INFORMS Annual Meeting, November 8-11, 2020, Virtual Meeting.
Alhindi, T.J., Baek, J., Jeong, Y.S., Jeong, M.K., Seo, S., Kang, J. and Shim, W. Weighted Dynamic Time Warping Based Online Fire Monitoring System in Multichannel Sensor Networks. In 2020 INFORMS Annual Meeting, November 8-11, 2020, Virtual Meeting.
Baek, J., Jeong, M.K. and Elsayed, E.A. Monitoring Topographic Variations in Three-Dimensional Surface. In 2020 INFORMS Annual Meeting, November 8-11, 2020, Virtual Meeting.
Baek, J., Jeong, M.K. and Elsayed, E.A. Residual-Based Surface Segmentation for Monitoring Three-Dimensional Surface Topography. In 2019 INFORMS Annual Meeting, October 22-25, 2019, Seattle, WA.
Baek, J., Rismanchian, F. and Lee, Y. Applying Game Theory and Queueing System on Measuring Efficiency of Healthcare System. In 2016 Annual Conference of Korean Institute of Industrial Engineers, April 13-16, 2016, Jeju, Korea.
Rismanchian, F., Baek, J., Park, J. and Lee, Y. A Process Mining-Based Method to Improve the Facility Layout in an Emergency Department. In 2016 International Conference on Engineering Technologies and Big Data Analytics, Jan 21-22, 2016, Bangkok, Thailand.
Baek, J., Lee, S. and Lee, Y. Robust Optimization Model for R&D Project Selection Considering Total Cost of Ownership Under Uncertainty. In 2015 Annual Conference of Korean Institute of Industrial Engineers, November 6-7, 2015, Seoul, Korea.
Choi, Y., Baek, J., Kim, Y., Kim, J. and Lee, Y. Weapon-Target Assignment with Meta-Heuristic Algorithms. In 2015 Annual Conference of the Korea Institute of Military Science and Technology. November 23-24, 2015, Daejeon, Korea.