Hyun-Chul Kim

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 15

Top Topics

Gaussian Process

Structured Representation

Top Venues

Publications

Taewon Park, Hyun-Chul Kim, Minho Lee
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning. CoRR (2024)
Min-Hu Yun, Hyeonjin Jang, Sangtae Ahn, Hyun-Chul Kim
Object Detection in Surveillance Video using EEG with Domain Adaptation Approach. BCI (2024)
Guoxi Liang, Byung-Won On, Dongwon Jeong, Ali Asghar Heidari, Hyun-Chul Kim, Gyu Sang Choi, Yongchuan Shi, Qinghua Chen, Huiling Chen
A text GAN framework for creative essay recommendation. Knowl. Based Syst. 232 (2021)
Hyun-Chul Kim, Sangsoo Jin, Sungman Jo, Jong-Hwan Lee
A naturalistic viewing paradigm using 360° panoramic video clips and real-time field-of-view changes with eye-gaze tracking. NeuroImage 216 (2020)
Hanh Vu, Hyun-Chul Kim, Minyoung Jung, Jong-Hwan Lee
fMRI volume classification using a 3D convolutional neural network robust to shifted and scaled neuronal activations. NeuroImage 223 (2020)
Hyun-Chul Kim, Peter A. Bandettini, Jong-Hwan Lee
Deep neural network predicts emotional responses of the human brain from functional magnetic resonance imaging. NeuroImage 186 (2019)
Hyun-Chul Kim, Marion Tegethoff, Gunther Meinlschmidt, Esther Stalujanis, Angelo Belardi, Sungman Jo, Juhyeon Lee, Dong-Youl Kim, Seung-Schik Yoo, Jong-Hwan Lee
Mediation analysis of triple networks revealed functional feature of mindfulness from real-time fMRI neurofeedback. NeuroImage 195 (2019)
Hanh Vu, Hyun-Chul Kim, Jong-Hwan Lee
3D convolutional neural network for feature extraction and classification of fMRI volumes. PRNI (2018)
Sung-Yoon Jung, Hyun-Chul Kim, Byung Wook Kim
Implementation of two-dimensional display field communications for enhancing the achievable data rate in smart-contents transmission. Displays 55 (2018)
Guoxi Liang, Byung-Won On, Dongwon Jeong, Hyun-Chul Kim, Gyu Sang Choi
Automated Essay Scoring: A Siamese Bidirectional LSTM Neural Network Architecture. Symmetry 10 (12) (2018)
Hyun-Chul Kim, Jong-Hwan Lee
Evaluation of weight sparsity regularizion schemes of deep neural networks applied to functional neuroimaging data. ICASSP (2017)
Hyun-Chul Kim
Bayesian Kernel and Mutual $k$-Nearest Neighbor Regression. CoRR (2016)
Hyun-Chul Kim, Jong-Hwan Lee
Evaluation of weight sparsity control during autoencoder training of resting-state fMRI using non-zero ratio and hoyer's sparseness. PRNI (2016)
Hyun-Chul Kim
Bayesian Model Selection Methods for Mutual and Symmetric $k$-Nearest Neighbor Classification. CoRR (2016)
Kee Woong Lee, Hyun-Chul Kim, Bumseung Kim, Woo-Kyung Lee
Design of SAR image feature detector for small-scaled coherent change detection. IGARSS (2016)
Hyun-Chul Kim, Jong-Hwan Lee
Desynchronization of the mu oscillatory activity during motor imagery: A preliminary EEG-fMRI study. BCI (2015)
Hyun-Chul Kim, Seung-Schik Yoo, Jong-Hwan Lee
Recursive approach of EEG-segment-based principal component analysis substantially reduces cryogenic pump artifacts in simultaneous EEG-fMRI data. NeuroImage 104 (2015)
Hyun-Chul Kim, Jaewook Lee, Daewon Lee
Transductive Gaussian Processes with Applications to Object Pose Estimation. Comput. J. 57 (3) (2014)
Hyong-Yeol Yang, Young-Cheol Lim, Hyun-Chul Kim
Acoustic Noise/Vibration Reduction of a Single-Phase SRM Using Skewed Stator and Rotor. IEEE Trans. Ind. Electron. 60 (10) (2013)
Hyun-Chul Kim, Jong-Hwan Lee
Random Segmentation Based Principal Component Analysis to Remove Residual MR Gradient Artifact in the Simultaneous EEG/fMRI: A Preliminary Study. ICONIP (3) (2013)
Hyun-Chul Kim, Zoubin Ghahramani
Bayesian Classifier Combination. AISTATS (2012)
Ju Young Kim, Hak Jong Lee, Nam-Soo Byeon, Hyun-Chul Kim, Kyoo-Seop Ha, Chin Youb Chung
Development and impact of radio-frequency identification-based workflow management in health promotion center: using interrupted time-series analysis. IEEE Trans. Inf. Technol. Biomed. 14 (4) (2010)
Hak Jong Lee, Kyoung Ho Lee, Sung Il Hwang, Hyun-Chul Kim, Eun Hee Seo, Tae Gee Kim, Kyoo Seob Ha
The Effect of Wireless LAN-Based PACS Device for Portable Imaging Modalities. J. Digit. Imaging 23 (2) (2010)
Hyun-Chul Kim, Young-Gu Lee, Kying-Seok Lee, Moon-Seog Jun
Design and Implementation of Multi Authentication Mechanism for Secure Electronic Commerce. SNPD (2009)
Hyun-Chul Kim, Young-Gu Lee, Kying-Seok Lee, Moon-Seog Jun
Design and Implementation of Security Protocol for Home-Network. SNPD (2009)
Hyun-Chul Kim, Dong Ryeol Shin
OSGi Based Subway Management System. NCM (1) (2008)
Hyun-Chul Kim, Zoubin Ghahramani
Outlier Robust Gaussian Process Classification. SSPR/SPR (2008)
Yang Feng, Hyun-Chul Kim, John P. Verboncoeur
Algorithms for accurate relativistic particle injection. J. Comput. Phys. 227 (3) (2008)
Hyun-Chul Kim, Hong-Woo Lee, Kyung-Seok Lee, Moon-Seog Jun
A Design of One-Time Password Mechanism Using Public Key Infrastructure. NCM (1) (2008)
Hyun-Chul Kim, John P. Verboncoeur
Reflection, absorption and transmission of TE electromagnetic waves propagation in a nonuniform plasma slab. Comput. Phys. Commun. 177 (1-2) (2007)
Gi-Yeong Gim, Hyun-Chul Kim, Jin-Aeon Lee, Whoi-Yul Kim
Subjective Image-Quality Estimation Based on Psychophysical Experimentation. PSIVT (2007)
Hyun-Chul Kim, Yeul-Min Baek, Sun-Gi Kim, Jong-Guk Park, Whoi-Yul Kim
Measurement of the Position of the Overhead Electric-Railway Line Using the Stereo Images. MIRAGE (2007)
Hyun-Chul Kim, Jaewook Lee
Clustering Based on Gaussian Processes. Neural Comput. 19 (11) (2007)
Hyun-Chul Kim, Kyu-Hwan Jung, Jaewook Lee
Approximate Sampling Method for Locally Linear Embedding. IJCNN (2007)
Hyun-Chul Kim, Hyoung-Joon Kim, Wonjun Hwang, Seok-Cheol Kee, Whoi-Yul Kim
Facial Feature Point Extraction Using the Adaptive Mean Shape in Active Shape Model. MIRAGE (2007)
Hyun-Chul Kim, Yang Feng, John P. Verboncoeur
Algorithms for accurate collection, ejection, and loading in particle simulations. J. Comput. Phys. 223 (2) (2007)
Hyun-Chul Kim, Zoubin Ghahramani
Bayesian Gaussian Process Classification with the EM-EP Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 28 (12) (2006)
Hyun-Chul Kim, Jaewook Lee
Pseudo-density Estimation for Clustering with Gaussian Processes. ISNN (1) (2006)
Kyu-Hwan Jung, Hyun-Chul Kim, Jaewook Lee
A Novel Learning Network for Option Pricing with Confidence Interval Information. ISNN (2) (2006)
Hyun-Chul Kim, Daijin Kim, Zoubin Ghahramani, Sung Yang Bang
Appearance-based gender classification with Gaussian processes. Pattern Recognit. Lett. 27 (6) (2006)
Hyun-Chul Kim, Daijin Kim, Zoubin Ghahramani, Sung Yang Bang
Gender Classification with Bayesian Kernel Methods. IJCNN (2006)
Kyung-Sang Sung, Dong Chun Lee, Hyun-Chul Kim, Hae-Seok Oh
Home Network Observation System Using User's Activate Pattern and Multimedia Streaming. KES (3) (2005)
Shaoning Pang, Hyun-Chul Kim, Daijin Kim, Sung Yang Bang
Prediction of the suitability for image-matching based on self-similarity of vision contents. Image Vis. Comput. 22 (5) (2004)
Hyun-Chul Kim, Daijin Kim, Sung Yang Bang, Sang-Youn Lee
Face recognition using the second-order mixture-of-eigenfaces method. Pattern Recognit. 37 (2) (2004)
Tae-Kyun Kim, Josef Kittler, Hyun-Chul Kim, Seok-Cheol Kee
Discriminant Analysis by Locally Linear Transformations. BMVC (2003)
Hyun-Chul Kim, Daijin Kim, Sung Yang Bang
Extensions of LDA by PCA mixture model and class-wise features. Pattern Recognit. 36 (5) (2003)
Sang-Youn Lee, Hyun-Chul Kim, Daijin Kim, YoungSik Choi
Face Retrieval Using 1st- and 2nd-order PCA Mixture Model. ICCSA (2) (2003)
Hyun-Chul Kim, Shaoning Pang, Hong-Mo Je, Daijin Kim, Sung Yang Bang
Constructing support vector machine ensemble. Pattern Recognit. 36 (12) (2003)
Hyun-Chul Kim, Daijin Kim, Sung Yang Bang
An efficient model order selection for PCA mixture model. Pattern Recognit. Lett. 24 (9-10) (2003)
Hyun-Chul Kim, Daijin Kim, Sung Yang Bang
Face recognition using LDA mixture model. Pattern Recognit. Lett. 24 (15) (2003)
Hyun-Chul Kim, Daijin Kim, Sung Yang Bang
A numeral character recognition using the PCA mixture model. Pattern Recognit. Lett. 23 (1-3) (2002)
Hyun-Chul Kim, Daijin Kim, Sung Yang Bang
Face recognition using the mixture-of-eigenfaces method. Pattern Recognit. Lett. 23 (13) (2002)
Hyun-Chul Kim, Daijin Kim, Sung Yang Bang
Face retrieval using 1st- and 2nd-order PCA mixture model. ICIP (2) (2002)
Hyun-Chul Kim, Shaoning Pang, Hong-Mo Je, Daijin Kim, Sung Yang Bang
Pattern Classification Using Support Vector Machine Ensemble. ICPR (2) (2002)
Hyun-Chul Kim, Myong-Soon Park
A New Scheme for Improving Performance of TCP over Network including Wireless Links. ICPADS (2002)
Hyun-Chul Kim, Daijin Kim, Sung Yang Bang
Face Recognition Using LDA Mixture Model. ICPR (2) (2002)
Hyun-Chul Kim, Shaoning Pang, Hong-Mo Je, Daijin Kim, Sung Yang Bang
Support Vector Machine Ensemble with Bagging. SVM (2002)
Hyun-Chul Kim, Hyo-Cheol Kim, Kee-Young Yoo
Exploitation of functional parallelism in hierarchical task graph using thread. CATA (2001)
Hyo-Cheol Kim, Jeung-Seop Kim, Hyun-Chul Kim, Kee-Young Yoo
Cross-correlation property for the public watermarking. CATA (2001)
Jong-Kook Lee, Shi-Ryong Ryu, Hyun-Chul Kim, Kee-Young Yoo
A Smart Card-based Authentication System for Undeniable Digital Signature. CAINE (2001)
Hyo-Cheol Kim, Hyun-Chul Kim, Kee-Young Yoo
A Study on the Precise Extraction of Watermark. CAINE (2001)
Hwa-Sung Kim, Hyun-Chul Kim, Won-Kyu Lee, Chang-Hun Kim
Stitching Reliability for Estimating Camera Focal Length in Panoramic Image Mosaicing. ICPR (2000)