Incremental non-gaussian analysis of microarray gene expression data. - Kam Swee Ng; Hyung-Jeong Yang; Sun-Hee Kim (DTMBIO, 2009)

Hidden pattern discovery on event related potential EEG signals. - Kam Swee Ng; Hyung-Jeong Yang; Sun-Hee Kim (Biosyst., 2009)

A study on the characteristics of magnetic field for wireless sensor network. - Sun-Hee Kim; Yun-Jae Won; Kyu-Sung Hwang; Seung-Ok Lim; Yoon-Seuk Oh (ICTC, 2010)

Hidden dynamic learning for long-interval consecutive missing values reconstruction in EEG time series. - Thi Anh Ngoc Nguyen; Soo-Hyung Kim; Hyung Jeong Yang; Sun-Hee Kim (GrC, 2011)

Incremental expectation maximization principal component analysis for missing value imputation for coevolving EEG data. - Sun-Hee Kim; Hyung-Jeong Yang; Kam Swee Ng (J. Zhejiang Univ. Sci. C, 2011)

Incremental Non-Gaussian Analysis on Multivariate EEG Signal Data. - Kam Swee Ng; Hyung Jeong Yang; Soo-Hyung Kim; Sun-Hee Kim (IEICE Trans. Inf. Syst., 2012)

Illuminator: Increasing Synergies Between Medicinal And Computational Chemists. - Alberto Gobbi; Matthew A. Lardy; Sun-Hee Kim; Frank Ruebsam; Martin Tran; Stephen E. Webber; Alan X. Xiang (Silico Biol., 2012)

Correction for Misrecognition of Korean Texts in Signboard Images using Improved Levenshtein Metric. - Myunghun Lee; Soo-Hyung Kim; Gueesang Lee; Sun-Hee Kim; Hyung Jeong Yang (KSII Trans. Internet Inf. Syst., 2012)

EEG-MINE: Mining and Understanding Epilepsy Data. - Sun-Hee Kim; Christos Faloutsos; Hyung-Jeong Yang (PAKDD Workshops, 2013)

Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG. - Sun-Hee Kim; Christos Faloutsos; Hyung-Jeong Yang (Comput. Math. Methods Medicine, 2013)

A Harmonic Linear Dynamical System for Prominent ECG Feature Extraction. - Thi Anh Ngoc Nguyen; Hyung-Jeong Yang; Sun-Hee Kim; Luu Ngoc Do (Comput. Math. Methods Medicine, 2014)

Fast Fourier Transform and Tucker Decomposition for Feature Extraction in EEG Signals. - Thao Nguyen Thieu; Hyung-Jeong Yang; Sun-Hee Kim; Aran Oh (BigDAS, 2015)

A multi-voxel-activity-based feature selection method for human cognitive states classification by functional magnetic resonance imaging data. - Luu Ngoc Do; Hyung Jeong Yang; Soo-Hyung Kim; Gueesang Lee; Sun-Hee Kim (Clust. Comput., 2015)

Feature extraction of emotional states for EEG-based rage control. - Sun-Hee Kim; Thi Anh Ngoc Nguyen (TSP, 2016)

Hidden discriminative features extraction for supervised high-order time series modeling. - Thi Anh Ngoc Nguyen; Hyung-Jeong Yang; Sun-Hee Kim (Comput. Biol. Medicine, 2016)

FitMine: automatic mining for time-evolving signals of cardiotocography monitoring. - Sun-Hee Kim; Hyung-Jeong Yang; Seong-Whan Lee (Data Min. Knowl. Discov., 2017)

DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data. - Sun-Hee Kim; Lei Li 005; Christos Faloutsos; Hyung-Jeong Yang; Seong-Whan Lee (J. Inf. Sci. Eng., 2017)

Low-Feature Extraction for Multi-label Patterns Analyzing in Complex Time Series Mining. - Thi Anh Ngoc Nguyen; Trung Hung Vo; Sun-Hee Kim; Tran Quoc Vinh Nguyen; A-Ran Oh; Hyung-Jeong Yang (ACIIDS (1), 2018)

Schizophrenia EEG Signal Classification Based on Swarm Intelligence Computing. - Sunil Kumar Prabhakar; Harikumar Rajaguru; Sun-Hee Kim (Comput. Intell. Neurosci., 2020)

An Innovative Multi-Model Neural Network Approach for Feature Selection in Emotion Recognition Using Deep Feature Clustering. - Muhammad Adeel Asghar; Muhammad Jamil Khan; Muhammad Rizwan 007; Raja Majid Mehmood; Sun-Hee Kim (Sensors, 2020)

Parameter Estimation Using Unscented Kalman Filter on the Gray-Box Model for Dynamic EEG System Modeling. - Sun-Hee Kim; Hyung-Jeong Yang; Thi Anh Ngoc Nguyen; Raja Majid Mehmood; Seong-Whan Lee (IEEE Trans. Instrum. Meas., 2020)

Drug investigation tool: Identifying the effect of drug on cell image by using improved correlation. - Muhammad Shahid Iqbal; Iftikhar Ahmad 006; Muhammad Asif; Sun-Hee Kim; Raja Majid Mehmood (Softw. Pract. Exp., 2021)

eRAD-Fe: Emotion Recognition-Assisted Deep Learning Framework. - Sun-Hee Kim; Thi Anh Ngoc Nguyen; Hyung-Jeong Yang; Seong-Whan Lee (IEEE Trans. Instrum. Meas., 2021)

Children Emotion Regulation: Development of Neural Marker by Investigating Human Brain Signals. - Raja Majid Mehmood; Hyung-Jeong Yang; Sun-Hee Kim (IEEE Trans. Instrum. Meas., 2021)

AsEmo: Automatic Approach for EEG-Based Multiple Emotional State Identification. - Sun-Hee Kim; Hyung-Jeong Yang; Thi Anh Ngoc Nguyen; Seong-Whan Lee (IEEE J. Biomed. Health Informatics, 2021)

DFT-Net: Deep Feature Transformation Based Network for Object Categorization and Part Segmentation in 3-Dimensional Point Clouds. - Mehak Sheikh; Muhammad Adeel Asghar; Ruqia Bibi; Muhammad Noman Malik; Mohammad Shorfuzzaman; Raja Majid Mehmood; Sun-Hee Kim (Sensors, 2022)

Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks. - Hai Duong Nguyen; Sun-Hee Kim; Guee-Sang Lee; Hyung-Jeong Yang; In Seop Na; Soo-Hyung Kim (IEEE Trans. Affect. Comput., 2022)

WeDea: A New EEG-Based Framework for Emotion Recognition. - Sun-Hee Kim; Hyung-Jeong Yang; Thi Anh Ngoc Nguyen; Sunil Kumar Prabhakar; Seong-Whan Lee (IEEE J. Biomed. Health Informatics, 2022)

Mifu-ER: Modality Quality Index-Based Incremental Fusion for Emotion Recognition. - Sun-Hee Kim (IEEE Access, 2025)