| Boosted Categorical Restricted Boltzmann Machine for Computational Prediction of Splice Junctions T Lee, S Yoon International Conference on Machine Learning (ICML), 2015 | 89 | 2015 |
| Semi-supervised Learning with Deep Generative Models for Asset Failure Prediction AS Yoon, T Lee, Y Lim, D Jung, P Kang, D Kim, K Park, Y Choi arXiv Learning (cs.LG), 2017 | 71 | 2017 |
| DNA-level Splice Junction Prediction using Deep Recurrent Neural Networks B Lee, T Lee, B Na, S Yoon arXiv Learning (cs.LG), 2015 | 47 | 2015 |
| High-dimensional Fused Lasso Regression using Majorization-Minimization and Parallel Processing D Yu, JH Won, T Lee, J Lim, S Yoon Journal of Computational and Graphical Statistics 24 (1), 121-153, 2015 | 44 | 2015 |
| HiComet: A High-Throughput Comet Analysis Tool for Large-Scale DNA Damage Assessment T Lee, S Lee, WY Sim, YM Jung, S Han, JH Won, H Min, S Yoon BMC Bioinformatics 19 (44), 49-61, 2018 | 25 | 2018 |
| Automated Band Annotation for RNA Structure Probing Experiments with Numerous Capillary Electrophoresis Profiles S Lee, H Kim, S Tan, T Lee, S Yoon, R Das Bioinformatics 31 (17), 2808-2815, 2015 | 16 | 2015 |
| Manifold Regularized Deep Neural Networks using Adversarial Examples T Lee, M Choi, S Yoon arXiv Learning (cs.LG), 2015 | 12 | 2015 |
| Regularization and Kernelization of the Maximin Correlation Approach T Lee, T Moon, SJ Kim, S Yoon IEEE Access, 1385-1392, 2016 | 10 | 2016 |
| Robust Classification of DNA Damage Patterns in Single Cell Gel Electrophoresis T Lee, S Lee, WY Sim, YM Jung, S Han, C Chung, JJ Chang, H Min, ... International Conference of the IEEE Engineering in Medicine and Biology Society, 2013 | 7 | 2013 |
| Large-scale Structured Sparsity via Parallel Fused Lasso on Multiple GPUs T Lee, JH Won, J Lim, S Yoon Journal of Computational and Graphical Statistics 26 (4), 851-864, 2017 | 6 | 2017 |
| Application of Maximin Correlation Analysis to Classifying Protein Environments for Function Prediction T Lee, H Min, SJ Kim, S Yoon Biochemical and Biophysical Research Communications 400 (2), 219-224, 2010 | 3 | 2010 |
| K-Maximin Clustering: A Maximin Correlation Approach to Partition-Based Clustering T Lee, SJ Kim, EY Chung, S Yoon IEICE Electronics Express 6 (17), 1205-1211, 2009 | 3 | 2009 |
| Support Vector Machine based Classification of 3-dimensional Protein Physicochemical Environments for Automated Function Annotation H Min, S Yu, T Lee, S Yoon Archives of Pharmacal Research 33 (9), 1451-1459, 2010 | 1 | 2010 |
Sungroh YoonProfessor, Electrical and Computer Engineering & Artificial Intelligence, Seoul National UniversityVerified email at snu.ac.kr
