Prediction of credit delinquents using locally transductive multi-layer perceptron. - Hyunjin Heo; Hyejin Park 001; Namhyoung Kim; Jaewook Lee 001 (Neurocomputing, 2009)

Dynamic pattern denoising method using multi-basin system with kernels. - Kyu-Hwan Jung; Namhyoung Kim; Jaewook Lee 001 (Pattern Recognit., 2011)

A New Ensemble Model for Efficient Churn Prediction in Mobile Telecommunication. - Namhyoung Kim; Jaewook Lee 001; Kyu-Hwan Jung; Yong Seog Kim (HICSS, 2012)

Uniformly subsampled ensemble (USE) for churn management: Theory and implementation. - Namhyoung Kim; Kyu-Hwan Jung; Yong Seog Kim; Jaewook Lee 001 (Expert Syst. Appl., 2012)

Parametric models and non-parametric machine learning models for predicting option prices: Empirical comparison study over KOSPI 200 Index options. - Hyejin Park 001; Namhyoung Kim; Jaewook Lee 001 (Expert Syst. Appl., 2014)

Big Data Framework for Analyzing Patents to Support Strategic R&D Planning. - Wonchul Seo; Namhyoung Kim; Sungchul Choi (DASC/PiCom/DataCom/CyberSciTech, 2016)

Self-correcting ensemble using a latent consensus model. - Namhyoung Kim; Youngdoo Son; Youngjo Lee 001; Jaewook Lee 001 (Appl. Soft Comput., 2016)

Spelling Errors in Korean Students' Constructed Responses and the Efficacy of Automatic Spelling Correction on Automated Computer Scoring. - Hyeonju Lee; Minsu Ha; Jurim Lee; Rahmi Qurota Aini; Ai Nurlaelasari Rusmana; Yustika Sya'bandari; Jun Ki Lee; Sein Shin; Gyeong-Geon Lee; Jaegul Choo; Sungchul Choi; Namhyoung Kim; et al. (Technol. Knowl. Learn., 2023)

FactorVQVAE: Discrete latent factor model via Vector Quantized Variational Autoencoder. - Namhyoung Kim; Seung Eun Ock; Jae Wook Song (Knowl. Based Syst., 2025)