Publications

Low-rank Learning for Feature Selection in Multi-label Classification

Pattern Recognition Letters, 172:106-112, August 2023.

Hyunki Lim.

Continual Learning Algorithms for enhanced CCTV effectiveness

The 18th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2023), Fukuoka, June 2023.

Yae-Eun Lee, Hyunki Lim, Jeong-Hyeon Chang.

Dimensional Reduction Algorithm using Feature Selection and Matrix Decomposition

International Conference on Information and Communication Technology Convergence (ICTC-2022), Jeju, October 2022.

Dawit Yong, Yaeeun Lee, and Hyunki Lim.

Pairwise Dependence-based Unsupervised Feature Selection

Pattern Recognition, 111: 107663, March 2021.

Hyunki Lim and Dae-Won Kim.

Memetic Algorithm for Multivariate Time Series Segmentation

Pattern Recognition Letters, 138:60-67, October 2020.

Hyunki Lim, Heeseung Choi, Yeji Choi, and Ig-Jae Kim.

Generalized Term Similarity for Feature Selection in Text Classification Using Quadratic Programming

Entropy, 22(4):395, March 2020.

Hyunki Lim and Dae-Won Kim.

MFC: Initialization Method for Multi-label Feature Selection based on Conditional Mutual Information

Neurocomputing, 382:40-51, March 2020.

Hyunki Lim and Dae-Won Kim.

GAN-Based Anomaly Detection and Localization of Multivariate Time Series Data for Power Plant

IEEE International Conference on Big Data and Smart Computing (BigComp-2020), Busan, February 2020.

Yeji Choi, Hyunki Lim, Heeseung Choi, and Ig-Jae Kim.

Experimental Comparisons with Respect to the Usage of the Promising Relations in EDA-based Causal Discovery

Annals of Operations Research, 265:241-255, June 2018.

Song Ko, Hyunki Lim, Hoon Ko, Dae-Won Kim.

Reverse Engineering for Causal Discovery based on Monotonic Characteristic of Causal Structure

Pattern Recognition Letters, 95:91-97, August 2017.

Song Ko, Hyunki Lim, and Dae-Won Kim.

Optimization Approach for Feature Selection in Multi-label Classification

Pattern Recognition Letters, 89(1):25-30, April 2017.

Hyunki Lim, Jaesung Lee, and Dae-Won Kim.

System for Matching the Paintings with Music based on Emotions

ACM SIGGRAPH ASIA, Technical Briefs, Hong Kong, December 2016.

Taemin Lee, Hyunki Lim, Dae-Won Kim, Kyunghyun Yoon.

Convex Optimization Approach for Multi-label Feature Selection based on Mutual Information

International Conference on Pattern Recognition (ICPR-2016), Cancun, December 2016.

Hyunki Lim and Dae-Won Kim.

Music Emotion Recognition using Chord Progressions

IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC-2016), Budapest, October 2016.

Yong-Hun Cho, Hyunki Lim, Dae-Won Kim, and In-Kwon Lee.

Accelerating Multi-label Feature Selection based on Low-rank Approximation

IEICE Transactions on Information and Systems, E99-D(5):1396-1399, May 2016.

Hyunki Lim, Jaesung Lee, and Dae-Won Kim.

Music Genre Classification Using Feature Subset Search

International Journal of Machine Learning and Computing (ICMLC-2016), 6(2):134-138, April 2016.

Jihae Yoon, Hyunki Lim, and Dae-Won Kim.

Low-rank Approximation for Multi-label Feature Selection

International Journal of Machine Learning and Computing (ICMLC-2016), 6(1):42-46, February 2016.

Hyunki Lim, Jaesung Lee and Dae-Won Kim.

Approximating Dependency for Efficient Multi-Label Feature Selection

Lecture Notes in Electrical Engineering (CSA-2014), 330:245-250, January 2015.

Hyunki Lim, Jaesung Lee, and Dae-Won Kim.

Investigating Relation of Music Data: Emotion and Audio Signals

Lecture Notes in Electrical Engineering (CSA-2014), 330:251-256, January 2015.

Jaesung Lee, Jin-Hyuk Jo, Hyunki Lim, Jong-Hoon Chae, Sang-Uk Lee, and Dae-Won Kim.

Multi-label Learning Using Mathematical Programming

IEICE Transactions on Information and Systems, E98-D(1):197-200, January 2015.

Hyunki Lim, Jaesung Lee, and Dae-Won Kim.

Efficient Dynamic Time Warping for 3D Handwriting Recognition using Gyroscope Equipped Smartphones

Expert Systems with Applications, 41(11):5180-5189, September 2014.

Dae-Won Kim, Jaesung Lee, Hyunki Lim, Jeongbong Seo, Bo-Yeong Kang.

Approximating Mutual Information for Multi-label Feature Selection

Electronics Letters, 48(15):929-930, July 2012.

Jaesung Lee, Hyunki Lim and Dae-Won Kim.

A New Feature Selection Method for Multi-label Data

International Symposium on Advanced Intelligent Systems (ISIS-2011), Suwon, September 2011.

Hyunki Lim and Dae-Won Kim.