Sun-Hee Kim

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 15

Top Topics

Feature Extraction

Emotion Recognition

Fast Fourier Transform

Top Venues

IEEE Trans. Instrum. Meas.

IEEE J. Biomed. Health Informatics

Comput. Math. Methods Medicine

Publications

Hai Duong Nguyen, Sun-Hee Kim, Guee-Sang Lee, Hyung-Jeong Yang, In Seop Na, Soo-Hyung Kim
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks. IEEE Trans. Affect. Comput. 13 (1) (2022)
Mehak Sheikh, Muhammad Adeel Asghar, Ruqia Bibi, Muhammad Noman Malik, Mohammad Shorfuzzaman, Raja Majid Mehmood, Sun-Hee Kim
DFT-Net: Deep Feature Transformation Based Network for Object Categorization and Part Segmentation in 3-Dimensional Point Clouds. Sensors 22 (7) (2022)
Sun-Hee Kim, Hyung-Jeong Yang, Thi Anh Ngoc Nguyen, Sunil Kumar Prabhakar, Seong-Whan Lee
WeDea: A New EEG-Based Framework for Emotion Recognition. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Sun-Hee Kim, Hyung-Jeong Yang, Thi Anh Ngoc Nguyen, Seong-Whan Lee
AsEmo: Automatic Approach for EEG-Based Multiple Emotional State Identification. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Sun-Hee Kim, Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Seong-Whan Lee
eRAD-Fe: Emotion Recognition-Assisted Deep Learning Framework. IEEE Trans. Instrum. Meas. 70 (2021)
Muhammad Shahid Iqbal, Iftikhar Ahmad, Muhammad Asif, Sun-Hee Kim, Raja Majid Mehmood
Drug investigation tool: Identifying the effect of drug on cell image by using improved correlation. Softw. Pract. Exp. 51 (2) (2021)
Raja Majid Mehmood, Hyung-Jeong Yang, Sun-Hee Kim
Children Emotion Regulation: Development of Neural Marker by Investigating Human Brain Signals. IEEE Trans. Instrum. Meas. 70 (2021)
Sunil Kumar Prabhakar, Harikumar Rajaguru, Sun-Hee Kim
Schizophrenia EEG Signal Classification Based on Swarm Intelligence Computing. Comput. Intell. Neurosci. 2020 (2020)
Sun-Hee Kim, Hyung-Jeong Yang, Thi Anh Ngoc Nguyen, Raja Majid Mehmood, Seong-Whan Lee
Parameter Estimation Using Unscented Kalman Filter on the Gray-Box Model for Dynamic EEG System Modeling. IEEE Trans. Instrum. Meas. 69 (9) (2020)
Muhammad Adeel Asghar, Muhammad Jamil Khan, Muhammad Rizwan, Raja Majid Mehmood, Sun-Hee Kim
An Innovative Multi-Model Neural Network Approach for Feature Selection in Emotion Recognition Using Deep Feature Clustering. Sensors 20 (13) (2020)
Thi Anh Ngoc Nguyen, Trung Hung Vo, Sun-Hee Kim, Tran Quoc Vinh Nguyen, A-Ran Oh, Hyung-Jeong Yang
Low-Feature Extraction for Multi-label Patterns Analyzing in Complex Time Series Mining. ACIIDS (1) (2018)
Sun-Hee Kim, Lei Li, Christos Faloutsos, Hyung-Jeong Yang, Seong-Whan Lee
DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data. J. Inf. Sci. Eng. 33 (2) (2017)
Sun-Hee Kim, Hyung-Jeong Yang, Seong-Whan Lee
FitMine: automatic mining for time-evolving signals of cardiotocography monitoring. Data Min. Knowl. Discov. 31 (4) (2017)
Sun-Hee Kim, Thi Anh Ngoc Nguyen
Feature extraction of emotional states for EEG-based rage control. TSP (2016)
Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Sun-Hee Kim
Hidden discriminative features extraction for supervised high-order time series modeling. Comput. Biol. Medicine 78 (2016)
Luu Ngoc Do, Hyung Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Sun-Hee Kim
A multi-voxel-activity-based feature selection method for human cognitive states classification by functional magnetic resonance imaging data. Clust. Comput. 18 (1) (2015)
Thao Nguyen Thieu, Hyung-Jeong Yang, Sun-Hee Kim, Aran Oh
Fast Fourier Transform and Tucker Decomposition for Feature Extraction in EEG Signals. BigDAS (2015)
Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Sun-Hee Kim, Luu Ngoc Do
A Harmonic Linear Dynamical System for Prominent ECG Feature Extraction. Comput. Math. Methods Medicine 2014 (2014)
Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang
Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG. Comput. Math. Methods Medicine 2013 (2013)
Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang
EEG-MINE: Mining and Understanding Epilepsy Data. PAKDD Workshops (2013)
Myunghun Lee, Soo-Hyung Kim, Gueesang Lee, Sun-Hee Kim, Hyung Jeong Yang
Correction for Misrecognition of Korean Texts in Signboard Images using Improved Levenshtein Metric. KSII Trans. Internet Inf. Syst. 6 (2) (2012)
Alberto Gobbi, Matthew A. Lardy, Sun-Hee Kim, Frank Ruebsam, Martin Tran, Stephen E. Webber, Alan X. Xiang
Illuminator: Increasing Synergies Between Medicinal And Computational Chemists. Silico Biol. 11 (1-2) (2012)
Kam Swee Ng, Hyung Jeong Yang, Soo-Hyung Kim, Sun-Hee Kim
Incremental Non-Gaussian Analysis on Multivariate EEG Signal Data. IEICE Trans. Inf. Syst. (12) (2012)
Sun-Hee Kim, Hyung-Jeong Yang, Kam Swee Ng
Incremental expectation maximization principal component analysis for missing value imputation for coevolving EEG data. J. Zhejiang Univ. Sci. C 12 (8) (2011)
Thi Anh Ngoc Nguyen, Soo-Hyung Kim, Hyung Jeong Yang, Sun-Hee Kim
Hidden dynamic learning for long-interval consecutive missing values reconstruction in EEG time series. GrC (2011)
Sun-Hee Kim, Yun-Jae Won, Kyu-Sung Hwang, Seung-Ok Lim, Yoon-Seuk Oh
A study on the characteristics of magnetic field for wireless sensor network. ICTC (2010)
Kam Swee Ng, Hyung-Jeong Yang, Sun-Hee Kim
Hidden pattern discovery on event related potential EEG signals. Biosyst. 97 (1) (2009)
Kam Swee Ng, Hyung-Jeong Yang, Sun-Hee Kim
Incremental non-gaussian analysis of microarray gene expression data. DTMBIO (2009)