Publications

Journal articles

1.  

2.  Seo, K. and Lee, W. (2022) “Optimal experimental designs for clustered read-out data of reliability tests via particle swarm optimization” Computers and Industrial Engineering, 171, 108471. https://doi.org/10.1016/j.cie.2022.108471. 

3.  Lee, W. and Seo, K. (2022) “Downsampling for Binary Classification with a Highly Imbalanced Dataset Using Active Learning.” Big Data Research, 28,  100314. https://doi.org/10.1016/j.bdr.2022.100314.

4.  Shoriat Ullah, M. and Seo, K. (2022) “Prediction of Lithium-Ion Battery Capacity by Functional Principal Component Analysis of Monitoring Data.” Applied Sciences, 12(9), 4296. https://doi.org/10.3390/app12094296.

5.  Oveysi, Z., McGarvey, RG. and Seo, K. (2021) "An Optimization Model to Address Overcrowding in Emergency Departments Using Patient Transfer." Advances in Operations Research, vol. 2021, Article ID 7120291. https://doi.org/10.1155/2021/7120291. 

6.  Ayasse, D. and Seo, K. (2021)  "Simulation-based search for optimal designs of accelerated life tests through response surface methodology." International Journal of Quality and  Reliability Management, https://doi.org/10.1108/IJQRM-11-2020-0384

7. Seo,  K.  and  Pan,  R.  (2020)  "Planning  Accelerated  Life  Tests  with  Multiple  Sources  of  Random Effects." Journal of Quality Technology, 54(2), 162-183, DOI: 10.1080/00224065.2020.1829214, (free eprints are available from https://www.tandfonline.com/eprint/6GEE9VZTHAMNPN27BI4B/full?target=10.1080/00224065.2020.1829214) 

8. Lee,  W.  and  Seo,  K.  (2020)  "Early  failure  detection  of  paper  manufacturing  machinery  using nearest neighbor based feature extraction." Engineering Reports.  2020;e12291.  https://doi.org/10.1002/eng2.12291

9.  Seo, K. and Shoriat Ullah, M. (2019)  "An application of hidden Markov model on determination of root cause frequency and locations." Quality Engineering, 31(4), 645-652. https://doi.org/10.1080/08982112.2019.1606238

10. Seo,  K.,  Pan,  R.,  Lee,  D.,  Thiyyagura,  P. and Chen,  K. (2019)  "Visualizing Alzheimer’s Disease Progression in Low Dimensional Manifolds." Heliyon, 5(8) e02216 https://doi.org/10.1016/j.heliyon.2019.e02216

11.  Seo, K. and Pan, R. (2018)  "Planning Accelerated Life Tests with Random Effects of Test Chambers." Applied Stochastic Models in Business and Industry, 34(2), 224-243. https://doi.org/10.1002/asmb.2296

12. Seo, K. and Pan, R. (2017)  "Data Analysis of Step-stress Accelerated Life Tests with Heterogeneous Group Effects." IISE Transactions, 49(9), 885-898. https://doi.org/10.1080/24725854.2017.1312038 (This paper was introduced in research section of ISE magazine, August, 2017.)

13. Seo, K. and Pan, R. (2015)  "ALTopt: An R Package for Optimal Experimental Design of Accelerated Life Testing." The R Journal, 7(2), 177-188. https://doi.org/10.32614/RJ-2015-029

14. Pan, R., Yang, T. and Seo, K. (2015)  "Planning Constant-Stress ALTs for Acceleration Model Selection." IEEE Transactions on Reliability, 64(4), 1356-1366. DOI: 10.1109/TR.2015.2421514

Conference proceedings

1.  Camilleri, N., Henks, N., Seo, K. and Kim, J.H. (2022) “EMR Usage and Nurse Documentation Burden in a Medical Intensive Care Unit”, In International Conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Health, Operations Management, and Design. HCII 2022. pp 165-173, Springer, Cham. https://doi.org/10.1007/ 978-3-031-06018-2_11 

2.  Wilkinson,  K.,  Seo,  K.,  Pierce,  R.,  Tonellato,  P.,  Kim,  J.H.,  and  Myers,  D. (2021)  "Electronic  Medical Record Specialty Group Comparison by Multinomial Logistic Regression." 9th IEEE International conference on healthcare informatics, Victoria, British Columbia, Canada: August 9th-12th, 2021.

3. Lee, W. and Seo, K. (2021)  "Active downsampling for binary classification with an imbalanced dataset." In IISE Annual Conference. Proceedings, 187 - 192.

4. Seo, K. (2019) "Robust Design for Accelerated Life Tests:  Weighted Clustering Approach." Proceedings  of  Annual  Reliability  and  Maintainability  Symposium,  IEEE.  January  28-31,  2019,  Orlando, FL. DOI: 10.1109/RAMS.2019.8769283

5. Seo, K., Pan, R. and Panasyuk, A. (2016) "Detecting Communities by Sentiment Analysis of Controversial Topics." Proceedings  of  International  Conference  on  Social  Computing,  Behavioral-Cultural Modeling,  & Prediction and Behavior Representation in Modeling and Simulation, June 28-July 1, 2016, Washington DC.  https://doi.org/10.1007/978-3-319-39931-7_20

6.  Seo, K. and Pan, R.  (2016) "Data Analysis for Accelerated Life Tests with Constrained Randomization." Proceedings of Annual Reliability and Maintainability Symposium, IEEE. January 25-28, 2016, Tucson, AZ. DOI: 10.1109/RAMS.2016.7447962 (RAMS 2016 Best Student Paper Award, the 3rd place)

Book chapter

1. Pan, R. and Seo, K. (2019)  "An Introduction of Generalized Linear Model Approach to Accelerated Life Test Planning with Type-I Censoring.”  In:  Lio Y., Ng H., Tsai TR., Chen DG. (eds) Statistical Quality Technologies. ICSA Book Series in Statistics.  Springer, Cham. https://doi.org/10.1007/978-3-030-20709-0_14

Software

1. Seo, K. and Pan, R. ALTopt: Optimal Experimental Designs for Accelerated Life Testing. R package version 0.1.1. http://CRAN.R-project.org/package=ALTopt, published January 2015, maintained December 2019