Sunghwan Kim

Meta-analytic support vector machine for integrating multiple omics data

Sunghwan Kim, Jae‐Hwan Jhong, JungJun Lee et al. · BioData Mining · 2017 · 157 citations · Full text

A machine learning approach for early warning of cyanobacterial bloom outbreaks in a freshwater reservoir

Yongeun Park, Han Kyu Lee, Jae-Ki Shin et al. · Journal of Environmental Management · 2021 · 83 citations

Machine Learning, Machine Learning Approach, Predictive Analytics +8

Meta-analytic principal component analysis in integrative omics application

Sunghwan Kim, Dongwan Kang, Zhiguang Huo et al. · Bioinformatics · 2017 · 63 citations · Full text

MetaKTSP: a meta-analytic top scoring pair method for robust cross-study validation of omics prediction analysis

Sunghwan Kim, Chien‐Wei Lin, George C. Tseng · Bioinformatics · 2016 · 44 citations · Full text

Integrative clustering of multi-level omics data for disease subtype discovery using sequential double regularization

Sunghwan Kim, Steffi Oesterreich, Se Young Kim et al. · Biostatistics · 2016 · 36 citations · Full text

Engineering, Genetic Epidemiology, Feature Selection +22