| Proteogenomic characterization of human early-onset gastric cancer DG Mun, J Bhin, S Kim, H Kim, JH Jung, Y Jung, YE Jang, JM Park, H Kim, ... Cancer cell 35 (1), 111-124. e10, 2019 | 248 | 2019 |
| Discovery of microRNA–mRNA modules via population-based probabilistic learning JG Joung, KB Hwang, JW Nam, SJ Kim, BT Zhang Bioinformatics 23 (9), 1141-1147, 2007 | 177 | 2007 |
| Applying machine learning techniques to analysis of gene expression data: cancer diagnosis KB Hwang, DY Cho, SW Park, SD Kim, BT Zhang Methods of Microarray Data Analysis: Papers from CAMDA’00, 167-182, 2002 | 91 | 2002 |
| Combining gene expression data from different generations of oligonucleotide arrays KB Hwang, SW Kong, SA Greenberg, PJ Park BMC bioinformatics 5, 1-16, 2004 | 82 | 2004 |
| Comparative analysis of whole-genome sequencing pipelines to minimize false negative findings KB Hwang, IH Lee, H Li, DG Won, C Hernandez-Ferrer, JA Negron, ... Scientific reports 9 (1), 3219, 2019 | 75 | 2019 |
| An empirical evaluation of sampling methods for the classification of imbalanced data M Kim, KB Hwang PLoS One 17 (7), e0271260, 2022 | 62 | 2022 |
| Evaluating the effect of database inflation in proteogenomic search on sensitive and reliable peptide identification H Li, YS Joh, H Kim, E Paek, SW Lee, KB Hwang BMC genomics 17, 151-162, 2016 | 49 | 2016 |
| Systemic analysis of heat shock response induced by heat shock and a proteasome inhibitor MG132 HJ Kim, HJ Joo, YH Kim, S Ahn, J Chang, KB Hwang, DH Lee, KJ Lee PloS one 6 (6), e20252, 2011 | 45 | 2011 |
| I148M variant in PNPLA3 reduces central adiposity and metabolic disease risks while increasing nonalcoholic fatty liver disease JH Park, BL Cho, H Kwon, D Prilutsky, JM Yun, HC Choi, KB Hwang, ... Liver International 35 (12), 2537-2546, 2015 | 40 | 2015 |
| Naive Bayes classifier learning with feature selection for spam detection in social bookmarking C Kim, KB Hwang Proc. Europ. Conf. on Machine Learning and Principles and Practice of …, 2008 | 38 | 2008 |
| A weighting scheme for tag recommendation in social bookmarking systems S Ju, KB Hwang Proceedings of the 2009th International Conference on ECML PKDD Discovery …, 2009 | 30 | 2009 |
| Bayesian model averaging of Bayesian network classifiers over multiple node-orders: application to sparse datasets KB Hwang, BT Zhang IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 35 …, 2005 | 30 | 2005 |
| Survey of computational haplotype determination methods for single individual JK Rhee, H Li, JG Joung, KB Hwang, BT Zhang, SY Shin Genes & Genomics 38, 1-12, 2016 | 28 | 2016 |
| Construction of large-scale Bayesian networks by local to global search KB Hwang, JW Lee, SW Chung, BT Zhang PRICAI 2002: Trends in Artificial Intelligence: 7th Pacific Rim …, 2002 | 27 | 2002 |
| Prioritizing disease‐linked variants, genes, and pathways with an interactive whole‐genome analysis pipeline IH Lee, K Lee, M Hsing, Y Choe, JH Park, SH Kim, JM Bohn, MB Neu, ... Human mutation 35 (5), 537-547, 2014 | 26 | 2014 |
| Analysis of gene expression profiles and drug activity patterns by clustering and Bayesian network learning JH Chang, KB Hwang, BT Zhang Methods of Microarray Data Analysis II: Papers from CAMDA’01, 169-184, 2002 | 23 | 2002 |
| CrossChip: a system supporting comparative analysis of different generations of Affymetrix arrays SW Kong, KB Hwang, RD Kim, BT Zhang, SA Greenberg, IS Kohane, ... Bioinformatics 21 (9), 2116-2117, 2005 | 22 | 2005 |
| Learning hierarchical Bayesian networks for large-scale data analysis KB Hwang, BH Kim, BT Zhang Neural Information Processing: 13th International Conference, ICONIP 2006 …, 2006 | 21 | 2006 |
| Estimating influence of cofragmentation on peptide quantification and identification in iTRAQ experiments by simulating multiplexed spectra H Li, KB Hwang, DG Mun, H Kim, H Lee, SW Lee, E Paek Journal of proteome research 13 (7), 3488-3497, 2014 | 19 | 2014 |
| Real-time route inference and learning for smartphone users using probabilistic graphical models MO Heo, M Kang, BK Lim, KB Hwang, YT Park, BT Zhang Journal of KIISE: Software and Applications 39 (6), 425-435, 2012 | 19 | 2012 |
Byoung-Tak ZhangProfessor of Computer Science, Cognitive Science, and Brain Science, Seoul National UniversityVerified email at bi.snu.ac.kr
