| Blockwise sparse regression Y Kim, J Kim, Y Kim Statistica Sinica, 375-390, 2006 | 222 | 2006 |
| Gradient LASSO for feature selection Y Kim, J Kim Proceedings of the twenty-first international conference on Machine learning, 60, 2004 | 115 | 2004 |
| Gradient lasso for Cox proportional hazards model I Sohn, J Kim, SH Jung, C Park Bioinformatics 25 (14), 1775-1781, 2009 | 100 | 2009 |
| A gradient-based optimization algorithm for lasso J Kim, Y Kim, Y Kim Journal of Computational and Graphical Statistics 17 (4), 994-1009, 2008 | 56 | 2008 |
| Age-adjusted Charlson comorbidity index score is the best predictor for severe clinical outcome in the hospitalized patients with COVID-19 infection DH Kim, HC Park, A Cho, J Kim, K Yun, J Kim, YK Lee Medicine 100 (18), e25900, 2021 | 51 | 2021 |
| Towards perfect text classification with Wikipedia-based semantic Naïve Bayes learning H Kim, J Kim, J Kim, P Lim Neurocomputing 315, 128-134, 2018 | 49 | 2018 |
| Analysis of survival data with group lasso J Kim, I Sohn, SH Jung, S Kim, C Park Communications in Statistics-Simulation and Computation 41 (9), 1593-1605, 2012 | 32 | 2012 |
| Clinical outcomes of initially asymptomatic patients with COVID-19: a Korean nationwide cohort study HC Park, DH Kim, A Cho, J Kim, K Yun, J Kim, YK Lee Annals of Medicine 53 (1), 357-364, 2021 | 16 | 2021 |
| Analysis of big data using Rhipe Y Ko, J Kim Journal of the Korean Data and Information Science Society 24 (5), 975-987, 2013 | 16* | 2013 |
| MOTHERS’LIFESTYLE CHARACTERISTICS IMPACT ON HER NEONATES’LOW BIRTH WEIGHT RN Das, RS Devi, J Kim INTERNATIONAL JOURNAL OF WOMEN’S HEALTH AND REPRODUCTION SCIENCES 2 (4), 229-235, 2014 | 15 | 2014 |
| COVID-19–related clinical outcomes among Korean hemodialysis patients HC Park, YK Lee, E Ko, S Yu, AJ Cho, DH Kim, J Kim, JH Cho, J Lee, ... Kidney Research and Clinical Practice 41 (5), 591, 2022 | 14 | 2022 |
| Semantic text classification with tensor space model-based naïve Bayes H Kim, J Kim, J Kim 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2016 | 13 | 2016 |
| Optimization of decoloring conditions of crude fatty acids recovered from crude glycerol by acid-activated clay using response surface method H Su, X Wang, YG Kim, SB Kim, YG Seo, JS Kim, CJ Kim Korean Journal of Chemical Engineering 31, 2070-2076, 2014 | 11 | 2014 |
| SNP Selection in Genome‐Wide Association Studies via Penalized Support Vector Machine with MAX Test J Kim, I Sohn, D Kim, SH Jung Computational and mathematical methods in medicine 2013 (1), 340678, 2013 | 11 | 2013 |
| Gradient LASSO algorithm J Kim, Y Kim, Y Kim Technical report, Seoul National University, 2005 | 9 | 2005 |
| Convex hull ensemble machine for regression and classification Y Kim, J Kim Knowledge and information systems 6, 645-663, 2004 | 8 | 2004 |
| Prediction of a time-to-event trait using genome wide SNP data J Kim, I Sohn, DS Son, DH Kim, T Ahn, SH Jung BMC bioinformatics 14, 1-8, 2013 | 7 | 2013 |
| WebER: web based statistical tool interfacing R for teaching purposes YJ Ko, YM Park, JS Kim Communications for Statistical Applications and Methods 19 (2), 257-266, 2012 | 7* | 2012 |
| Kalman filter vs. particle filter in improving K-NN indoor positioning J Yim, J Kim, G Lee, K Shim Knowlege-Based and Intelligent Information and Engineering Systems: 15th …, 2011 | 7 | 2011 |
| Bayesian bootstrap analysis of doubly censored data using Gibbs sampler Y Kim, J Lee, J Kim Statistica Sinica, 969-980, 2005 | 7 | 2005 |
