Kichun Lee

According to our database, Kichun Lee authored at least 32 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Compression of Deep-Learning Models Through Global Weight Pruning Using Alternating Direction Method of Multipliers.

Kichun Lee, Sunghun Hwangbo, Dongwook Yang, Geonseok Lee

Int. J. Comput. Intell. Syst., December, 2023

Data generation using geometrical edge probability for one-class support vector machines.

Geonseok Lee, Pilwon Woo, Kichun Lee

Expert Syst. Appl., November, 2023

Anomaly Detection Using an Ensemble of Multi-Point LSTMs.

Geonseok Lee, Youngju Yoon, Kichun Lee

Entropy, November, 2023

Adaptive boosting for ordinal target variables using neural networks.

Insung Um, Geonseok Lee, Kichun Lee

Stat. Anal. Data Min., June, 2023

Probabilistic orthogonal-signal-corrected principal component analysis.

Geonseok Lee, Eunchan Sim, Youngju Yoon, Kichun Lee

Knowl. Based Syst., 2023

2022

DNN compression by ADMM-based joint pruning.

Geonseok Lee, Kichun Lee

Knowl. Based Syst., 2022

Knowledge distillation for BERT unsupervised domain adaptation.

Minho Ryu, Geonseok Lee, Kichun Lee

Knowl. Inf. Syst., 2022

Online dependence clustering of multivariate streaming data using one-class SVMs.

Geonseok Lee, Kichun Lee

Int. J. Intell. Syst., 2022

Dual recurrent neural networks using partial linear dependence for multivariate time series.

Hyungjin Park, Geonseok Lee, Kichun Lee

Expert Syst. Appl., 2022

2021

Online sequential extreme studentized deviate tests for anomaly detection in streaming data with varying patterns.

Minho Ryu, Geonseok Lee, Kichun Lee

Clust. Comput., 2021

Feature selection using distributions of orthogonal PLS regression vectors in spectral data.

Geonseok Lee, Kichun Lee

BioData Min., 2021

2020

Knowledge Distillation for BERT Unsupervised Domain Adaptation.

Minho Ryu, Kichun Lee

CoRR, 2020

2019

Ensemble patch sparse coding: A feature learning method for classification of images with ambiguous edges.

Jaehwan Lee, Taewoon Kong, Kichun Lee

Expert Syst. Appl., 2019

A unified framework of trust prediction based on message passing.

Hyun-Kyo Oh, Jin-Woo Kim, Sang-Wook Kim, Kichun Lee

Clust. Comput., 2019

A biplot correlation range for group-wise metabolite selection in mass spectrometry.

Youngja Park, Taewoon Kong, James R. Roede, Dean P. Jones, Kichun Lee

BioData Min., 2019

2018

Revealing community structures by ensemble clustering using group diffusion.

Elena Ivannikova, Hyunwoo Park, Timo Hämäläinen, Kichun Lee

Inf. Fusion, 2018

Opinion mining using ensemble text hidden Markov models for text classification.

Mangi Kang, Jaelim Ahn, Kichun Lee

Expert Syst. Appl., 2018

Two-mode modularity clustering of parts and activities for cell formation problems.

Taewoon Kong, Kyungje Seong, Kiburm Song, Kichun Lee

Comput. Oper. Res., 2018

Data imputation using a trust network for recommendation via matrix factorization.

Won-Seok Hwang, Shaoyu Li, Sang-Wook Kim, Kichun Lee

Comput. Sci. Inf. Syst., 2018

2017

Predictability-based collective class association rule mining.

Kiburm Song, Kichun Lee

Expert Syst. Appl., 2017

Semi-supervised Bayesian adaptive multiresolution shrinkage for wavelet-based denoising.

Taewoon Kong, Kichun Lee

Commun. Stat. Simul. Comput., 2017

A flash-aware buffering scheme with the on-the-fly redo for efficient data management in flash storage.

Kyo-Sung Jeong, Sungchae Lim, Kichun Lee, Sang-Wook Kim

Comput. Sci. Inf. Syst., 2017

2016

Recommendation of research papers in DBpia: A Hybrid approach exploiting content and collaborative data.

Yeon-Chang Lee, Jungwan Yeom, Kiburm Song, Jiwoon Ha, Kichun Lee, Jangho Yeo, Sang-Wook Kim

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2014

Dependence clustering, a method revealing community structure with group dependence.

Hyunwoo Park, Kichun Lee

Knowl. Based Syst., 2014

Data imputation using a trust network for recommendation.

Won-Seok Hwang, Shaoyu Li, Sang-Wook Kim, Kichun Lee

Proceedings of the 23rd International World Wide Web Conference, 2014

2013

Support vector machine-based boundary recovery of a medical image segment in low resolution.

Kichun Lee, Jun-Hee Heu, Jieun Kim

J. Electronic Imaging, 2013

Dependence maps, a dimensionality reduction with dependence distance for high-dimensional data.

Kichun Lee, Alexander G. Gray, Heeyoung Kim

Data Min. Knowl. Discov., 2013

A probability-based trust prediction model using trust-message passing.

Hyun-Kyo Oh, Jin-Woo Kim, Sang-Wook Kim, Kichun Lee

Proceedings of the 22nd International World Wide Web Conference, 2013

2012

Semi-supervised wavelet shrinkage.

Kichun Sky Lee, Brani Vidakovic

Comput. Stat. Data Anal., 2012

2011

Diagnostic Classification of Digital Mammograms by Wavelet-Based Spectral Tools: A Comparative Study.

Erin K. Hamilton, Seonghye Jeon, Pepa Ramírez-Cobo, Kichun Sky Lee, Brani Vidakovic

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2008

Wavelet-Based 3-D Multifractal Spectrum with Applications in Breast MRI Images.

Gordana Derado, Kichun Sky Lee, Orietta Nicolis, F. DuBois Bowman, Mary Newell, Fabrizio F. Rugger, Brani Vidakovic

Proceedings of the Bioinformatics Research and Applications, 2008

2006

Global Optimization of Support Vector Machines Using Genetic Algorithms for Bankruptcy Prediction.

Hyunchul Ahn, Kichun Lee, Kyoung-Jae Kim

Proceedings of the Neural Information Processing, 13th International Conference, 2006