Kyu-Baek Hwang
Kyu-Baek Hwang
Professor of computer science and engineering, Soongsil University
Verified email at
Cited by
Cited by
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
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
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
Combining gene expression data from different generations of oligonucleotide arrays
KB Hwang, SW Kong, SA Greenberg, PJ Park
BMC bioinformatics 5, 1-16, 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
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
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
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
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
An empirical evaluation of sampling methods for the classification of imbalanced data
M Kim, KB Hwang
PloS one 17 (7), e0271260, 2022
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
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
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
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
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
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
Learning hierarchical Bayesian networks for large-scale data analysis
KB Hwang, BH Kim, BT Zhang
Neural Information Processing: 13th International Conference, ICONIP 2006 …, 2006
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
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
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
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