Kichun Lee

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 19

Top Topics

Data Imputation

Top Venues

Expert Syst. Appl.

Comput. Sci. Inf. Syst.

Knowl. Based Syst.

Publications

Kichun Lee, Sunghun Hwangbo, Dongwook Yang, Geonseok Lee
Compression of Deep-Learning Models Through Global Weight Pruning Using Alternating Direction Method of Multipliers. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Geonseok Lee, Kichun Lee
DNN compression by ADMM-based joint pruning. Knowl. Based Syst. 239 (2022)
Minho Ryu, Geonseok Lee, Kichun Lee
Knowledge distillation for BERT unsupervised domain adaptation. Knowl. Inf. Syst. 64 (11) (2022)
Hyungjin Park, Geonseok Lee, Kichun Lee
Dual recurrent neural networks using partial linear dependence for multivariate time series. Expert Syst. Appl. 208 (2022)
Geonseok Lee, Kichun Lee
Online dependence clustering of multivariate streaming data using one-class SVMs. Int. J. Intell. Syst. 37 (6) (2022)
Minho Ryu, Geonseok Lee, Kichun Lee
Online sequential extreme studentized deviate tests for anomaly detection in streaming data with varying patterns. Clust. Comput. 24 (3) (2021)
Geonseok Lee, Kichun Lee
Feature selection using distributions of orthogonal PLS regression vectors in spectral data. BioData Min. 14 (1) (2021)
Minho Ryu, Kichun Lee
Knowledge Distillation for BERT Unsupervised Domain Adaptation. CoRR (2020)
Hyun-Kyo Oh, Jin-Woo Kim, Sang-Wook Kim, Kichun Lee
A unified framework of trust prediction based on message passing. Clust. Comput. 22 (Suppl 1) (2019)
Youngja Park, Taewoon Kong, James R. Roede, Dean P. Jones, Kichun Lee
A biplot correlation range for group-wise metabolite selection in mass spectrometry. BioData Min. 12 (1) (2019)
Jaehwan Lee, Taewoon Kong, Kichun Lee
Ensemble patch sparse coding: A feature learning method for classification of images with ambiguous edges. Expert Syst. Appl. 124 (2019)
Won-Seok Hwang, Shaoyu Li, Sang-Wook Kim, Kichun Lee
Data imputation using a trust network for recommendation via matrix factorization. Comput. Sci. Inf. Syst. 15 (2) (2018)
Elena Ivannikova, Hyunwoo Park, Timo Hämäläinen, Kichun Lee
Revealing community structures by ensemble clustering using group diffusion. Inf. Fusion 42 (2018)
Mangi Kang, Jaelim Ahn, Kichun Lee
Opinion mining using ensemble text hidden Markov models for text classification. Expert Syst. Appl. 94 (2018)
Taewoon Kong, Kyungje Seong, Kiburm Song, Kichun Lee
Two-mode modularity clustering of parts and activities for cell formation problems. Comput. Oper. Res. 100 (2018)
Taewoon Kong, Kichun Lee
Semi-supervised Bayesian adaptive multiresolution shrinkage for wavelet-based denoising. Commun. Stat. Simul. Comput. 46 (6) (2017)
Kiburm Song, Kichun Lee
Predictability-based collective class association rule mining. Expert Syst. Appl. 79 (2017)
Kyo-Sung Jeong, Sungchae Lim, Kichun Lee, Sang-Wook Kim
A flash-aware buffering scheme with the on-the-fly redo for efficient data management in flash storage. Comput. Sci. Inf. Syst. 14 (2) (2017)
Yeon-Chang Lee, Jungwan Yeom, Kiburm Song, Jiwoon Ha, Kichun Lee, Jangho Yeo, Sang-Wook Kim
Recommendation of research papers in DBpia: A Hybrid approach exploiting content and collaborative data. SMC (2016)
Won-Seok Hwang, Shaoyu Li, Sang-Wook Kim, Kichun Lee
Data imputation using a trust network for recommendation. WWW (Companion Volume) (2014)
Hyunwoo Park, Kichun Lee
Dependence clustering, a method revealing community structure with group dependence. Knowl. Based Syst. 60 (2014)
Kichun Lee, Jun-Hee Heu, Jieun Kim
Support vector machine-based boundary recovery of a medical image segment in low resolution. J. Electronic Imaging 22 (3) (2013)
Kichun Lee, Alexander G. Gray, Heeyoung Kim
Dependence maps, a dimensionality reduction with dependence distance for high-dimensional data. Data Min. Knowl. Discov. 26 (3) (2013)
Hyun-Kyo Oh, Jin-Woo Kim, Sang-Wook Kim, Kichun Lee
A probability-based trust prediction model using trust-message passing. WWW (Companion Volume) (2013)
Hyunchul Ahn, Kichun Lee, Kyoung-jae Kim
Global Optimization of Support Vector Machines Using Genetic Algorithms for Bankruptcy Prediction. ICONIP (3) (2006)