Kichun Lee

34 papers B 1Journal 30Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Pareto-Front Optimization of Variance-Added Expected Loss with Interrelated Qualities.
Entropy
Sangwon Kim, Kichun Lee
2026 J jnl
Pointwise Entropy Distributions for Community-Level Hypothesis Testing in High-Dimensional and Sparse Microbiome Data.
Stat. Anal. Data Min.
Junho Jeong, Sangbae Ma, Kichun Lee
2025 J jnl
A two-layer regression network for robust and accurate domain adaptation.
Pattern Recognit.
Geonseok Lee, Kichun Lee
2025 J jnl
Advancements in Information-Theoretic Methods for Data Analytics.
Entropy
Kichun Lee
2025 J jnl
AlphaRouter: Bridging the Gap Between Reinforcement Learning and Optimization for Vehicle Routing with Monte Carlo Tree Searches.
Entropy
Won-Jun Kim, Junho Jeong, Taeyeong Kim, Kichun Lee
2023 J jnl
Adaptive boosting for ordinal target variables using neural networks.
Stat. Anal. Data Min.
Insung Um, Geonseok Lee, Kichun Lee
2023 J jnl
Anomaly Detection Using an Ensemble of Multi-Point LSTMs.
Entropy
Geonseok Lee, Youngju Yoon, Kichun Lee
2023 J jnl
Compression of Deep-Learning Models Through Global Weight Pruning Using Alternating Direction Method of Multipliers.
Int. J. Comput. Intell. Syst.
Kichun Lee, Sunghun Hwangbo, Dongwook Yang, Geonseok Lee
2023 J jnl
Data generation using geometrical edge probability for one-class support vector machines.
Expert Syst. Appl.
Geonseok Lee, Pilwon Woo, Kichun Lee
2023 J jnl
Probabilistic orthogonal-signal-corrected principal component analysis.
Knowl. Based Syst.
Geonseok Lee, Eunchan Sim, Youngju Yoon, Kichun Lee
2022 J jnl
DNN compression by ADMM-based joint pruning.
Knowl. Based Syst.
Geonseok Lee, Kichun Lee
2022 J jnl
Dual recurrent neural networks using partial linear dependence for multivariate time series.
Expert Syst. Appl.
Hyungjin Park, Geonseok Lee, Kichun Lee
2022 J jnl
Knowledge distillation for BERT unsupervised domain adaptation.
Knowl. Inf. Syst.
Minho Ryu, Geonseok Lee, Kichun Lee
2022 J jnl
Online dependence clustering of multivariate streaming data using one-class SVMs.
Int. J. Intell. Syst.
Geonseok Lee, Kichun Lee
2021 J jnl
Feature selection using distributions of orthogonal PLS regression vectors in spectral data.
BioData Min.
Geonseok Lee, Kichun Lee
2021 J jnl
Online sequential extreme studentized deviate tests for anomaly detection in streaming data with varying patterns.
Clust. Comput.
Minho Ryu, Geonseok Lee, Kichun Lee
2020 J jnl
Knowledge Distillation for BERT Unsupervised Domain Adaptation.
CoRR
Minho Ryu, Kichun Lee
2019 J jnl
A biplot correlation range for group-wise metabolite selection in mass spectrometry.
BioData Min.
Youngja Park, Taewoon Kong, James R. Roede, Dean P. Jones, Kichun Lee
2019 J jnl
A unified framework of trust prediction based on message passing.
Clust. Comput.
Hyun-Kyo Oh, Jin-Woo Kim, Sang-Wook Kim, Kichun Lee
2019 J jnl
Ensemble patch sparse coding: A feature learning method for classification of images with ambiguous edges.
Expert Syst. Appl.
Jaehwan Lee, Taewoon Kong, Kichun Lee
2018 J jnl
Data imputation using a trust network for recommendation via matrix factorization.
Comput. Sci. Inf. Syst.
Won-Seok Hwang, Shaoyu Li, Sang-Wook Kim, Kichun Lee
2018 J jnl
Opinion mining using ensemble text hidden Markov models for text classification.
Expert Syst. Appl.
Mangi Kang, Jaelim Ahn, Kichun Lee
2018 J jnl
Revealing community structures by ensemble clustering using group diffusion.
Inf. Fusion
Elena Ivannikova, Hyunwoo Park, Timo Hämäläinen, Kichun Lee
2018 J jnl
Two-mode modularity clustering of parts and activities for cell formation problems.
Comput. Oper. Res.
Taewoon Kong, Kyungje Seong, Kiburm Song, Kichun Lee
2017 J jnl
A flash-aware buffering scheme with the on-the-fly redo for efficient data management in flash storage.
Comput. Sci. Inf. Syst.
Kyo-Sung Jeong, Sungchae Lim, Kichun Lee, Sang-Wook Kim
2017 J jnl
Predictability-based collective class association rule mining.
Expert Syst. Appl.
Kiburm Song, Kichun Lee
2017 J jnl
Semi-supervised Bayesian adaptive multiresolution shrinkage for wavelet-based denoising.
Commun. Stat. Simul. Comput.
Taewoon Kong, Kichun Lee
2016 B conf
Recommendation of research papers in DBpia: A Hybrid approach exploiting content and collaborative data.
SMC
Yeon-Chang Lee, Jungwan Yeom, Kiburm Song, Jiwoon Ha, Kichun Lee, Jangho Yeo, Sang-Wook Kim
2014 — conf
Data imputation using a trust network for recommendation.
WWW (Companion Volume)
Won-Seok Hwang, Shaoyu Li, Sang-Wook Kim, Kichun Lee
2014 J jnl
Dependence clustering, a method revealing community structure with group dependence.
Knowl. Based Syst.
Hyunwoo Park, Kichun Lee
2013 — conf
A probability-based trust prediction model using trust-message passing.
WWW (Companion Volume)
Hyun-Kyo Oh, Jin-Woo Kim, Sang-Wook Kim, Kichun Lee
2013 J jnl
Dependence maps, a dimensionality reduction with dependence distance for high-dimensional data.
Data Min. Knowl. Discov.
Kichun Lee, Alexander G. Gray, Heeyoung Kim
2013 J jnl
Support vector machine-based boundary recovery of a medical image segment in low resolution.
J. Electronic Imaging
Kichun Lee, Jun-Hee Heu, Jieun Kim
2006 — conf
Global Optimization of Support Vector Machines Using Genetic Algorithms for Bankruptcy Prediction.
ICONIP (3)
Hyunchul Ahn, Kichun Lee, Kyoung-Jae Kim