Joon Jin Song

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 6

Top Topics

Final Classification

Machine Learning

Bayesian Estimation

High Classification Accuracy

Top Venues

Comput. Math. Methods Medicine

Int. J. Data Min. Bioinform.

Commun. Stat. Simul. Comput.

Publications

Pulong Ma, Anirban Mondal, Bledar A. Konomi, Jonathan Hobbs, Joon Jin Song, Emily Lei Kang
Computer Model Emulation with High-Dimensional Functional Output in Large-Scale Observing System Uncertainty Experiments. Technometrics 64 (1) (2022)
Kyuhee Shin, Kwonil Kim, Joon Jin Song, GyuWon Lee
Classification of Precipitation Types Based on Machine Learning Using Dual-Polarization Radar Measurements and Thermodynamic Fields. Remote. Sens. 14 (15) (2022)
Joon Jin Song, Melissa Innerst, Kyuhee Shin, Bo-Young Ye, Minho Kim, Daejin Yeom, GyuWon Lee
Estimation of Precipitation Area Using S-Band Dual-Polarization Radar Measurements. Remote. Sens. 13 (11) (2021)
Kyuhee Shin, Joon Jin Song, Wonbae Bang, GyuWon Lee
Quantitative Precipitation Estimates Using Machine Learning Approaches with Operational Dual-Polarization Radar Data. Remote. Sens. 13 (4) (2021)
Tyler Nelson, Joon Jin Song, Yoo-Mi Chin, James D. Stamey
Bayesian Correction for Misclassification in Multilevel Count Data Models. Comput. Math. Methods Medicine 2018 (2018)
Joon Jin Song, Jong-Min Kim
Bayesian estimation of rare sensitive attribute. Commun. Stat. Simul. Comput. 46 (5) (2017)
Joon Jin Song, Jingying Zhang
Enhanced classification for high-throughput data with an optimal projection and hybrid classifier. Int. J. Data Min. Bioinform. 9 (1) (2014)
Keunbaik Lee, Yongsung Joo, Joon Jin Song, Dee Wood Harper
Analysis of zero-inflated clustered count data: A marginalized model approach. Comput. Stat. Data Anal. 55 (1) (2011)
Ju Seok Lee, Joon Jin Song, Russell J. Deaton, Jin-Woo Kim
Exploring the potential of microarray technology for bio/nano sensing. NEMS (2009)
Joon Jin Song, Yuan Ren, Fenglan Yan
Classification for high-throughput data with an optimal subset of principal components. Comput. Biol. Chem. 33 (5) (2009)
Joon Jin Song, Weiguo Deng, Ho-Jin Lee, Deukwoo Kwon
Optimal classification for time-course gene expression data using functional data analysis. Comput. Biol. Chem. 32 (6) (2008)
Joon Jin Song, Ho-Jin Lee, Jeffrey S. Morris, Sanghoon Kang
Clustering of time-course gene expression data using functional data analysis. Comput. Biol. Chem. 31 (4) (2007)