연구실적
논문 및 저서
#Statistics and Computation
- Regularized boxplot via convex clustering, H Choi, JC Poythress, C Park, JJ Jeon, C Park, Journal of Statistical Computation and Simulation, 89 (7), 1227-1247, (2019).
- Primal path algorithm for compositional data analysis, JJ Jeon, Y Kim, S Won, H Choi, arXiv preprint arXiv:1812.08954, (2018)
- The sparse Luce model, JJ Jeon, H Choi, Applied Intelligence, 48 (8), 1953-1964, (2018).
- Homogeneity detection for the high-dimensional generalized linear model, JJ Jeon, S Kwon, H Choi, Computational Statistics & Data Analysis, 114, 61-74, (2017).
- Portfolio credit risk model with extremal dependence of defaults and random recovery, JJ Jeon, S. Kim, Y. Kim, Journal of credit risk, 13(2), 1-32, (2017).
- Adaptive stochastic gradient method under two mixing heterogenous models, SJ Moon, JJ Jeon, The Korean Data & Information Science Society, 28 (6), 1245-1255, (2017)
- Consistent model selection criteria for quadratically supported risks, Y Kim, JJ Jeon, The Annals of Statistics, 44 (6), 2467-2496, (2016)
- A Necessary Condition for the Strong Oracle Property. Y Kim, JJ Jeon, S Han., Scandinavian Journal of Statistics, 43 (2), 610-624, (2015)
- Revisiting the Bradley-Terry model and its application to information retrieval, JJ Jeon, Y Kim, Journal of the Korean Data and Information Science Society 24 (5), 1089-1099 (2013).
- The Unified Framework for AUC Maximizer, Communications of the Korean Statistical Society, Jeon J., Kim Y., Han S., Kang H.,Choi H., 16(6), 1005–1012, (2009).
#Application to Climate Science
- A Projection of Extreme Precipitation Based on a Selection of CMIP5 GCMs over North Korea, JH Sung, M Kwon, JJ Jeon, SB Seo, Sustainability 11 (7), (2019).
- Application of distribution-free nonstationary regional frequency analysis based on L-moments, JH Sung, YO Kim, JJ Jeon, Theoretical and applied climatology 133 (3-4), 1219-1233, (2017).
- Bayesian analysis to detect abrupt changes in extreme hydrological processes. S Jo, G Kim, JJ Jeon, Journal of Hydrology, 538, 63-7, (2016).
- Abrupt change point detection of annual maximum precipitation using fused lasso, JJ Jeon, JH Sung, ES Chung, Journal of Hydrology, 538, 831-841, (2016).
- Expected probability weighted moment estimator for censored flood data, Jeon J., Kim Y, Kim Y., Advances in Water Resources, 34, 933-945, (2011).
#Medical Statistics
- Low-dose (2-mSv) computed tomography for suspected appendicitis: Applicability in an emergency department, JH Woo, JJ Jeon, SJ Choi, JY Choi, YS Jang, YS Lim, YS Shim, SJ Ahn, The American journal of emergency medicine 36 (12), 2139-2143, (2018).
- Diagnostic Yield and False-Referral Rate of Staging Chest CT in Patients with Colon Cancer, KH Lee, JH Park, YH Kim, KW Lee, JW Kim, HK Oh, JJ Jeon, H Yoon, Radiology, 289 (2), 535-545, (2018).
- Can we perform CT of the appendix with less than 1 mSv? A de-escalating dose-simulation stud, JH Park, JJ Jeon, SS Lee, AC Dhanantwari, JY Sim, HY Kim, KH Lee, European radiology, 28 (5), 1826-1834, (2018).
- Systematic review and meta-analysis of CT features for differentiating complicated and uncomplicated appendicitis, HY Kim, JH Park, YJ Lee, SS Lee, JJ Jeon, KH Lee, Radiology 287 (1), 104-115, (2017).
- A comparison of logistic regression analysis and an artificial neural network using the BI-RADS lexicon for ultrasonography in conjunction with introbserver variability, SM Kim, H Han, JM Park, YJ Choi, HS Yoon, JH Sohn, MH Baek, YN Kim…, Journal of digital imaging 25 (5), 599-606, (2012).
- Evaluation of Tumor Angiogenesis in a Mouse PC‐3 Prostate Cancer Model Using Dynamic Contrast‐Enhanced Sonography, HJ Lee, SI Hwang, JH Chung, JJ Jeon, JH Choi, HS Jung, Journal of ultrasound in medicine 31 (8), 1223-1231, (2012).
- Predicting the fidelity of JPEG2000 compressed CT images using DICOM header information, KJ Kim, B Kim, H Lee, H Choi, JJ Jeon, JH Ahn, KH Lee, Medical physics 38 (12), 6449-6457, (2011).
#Others
- Analysis of relationship between road traffic noise and urban form indicators through machine learning method, P Kim, H Ryu, J Jeon, S Chang, INTER-NOISE and NOISE-CON Congress and Conference Proceedings, 255 (3), 4838-4843, (2017).
- Artificial neural network model for optimizing operation of a seawater reverse osmosis desalination plant, Lee Y., Lee Y., Jeon J., Lee S.,Yang D., Kim S. Kim J., Desalination, 247 180–189, (2009).
