Sun-Hee Kim

发表

FitMine: automatic mining for time-evolving signals of cardiotocography monitoring

Hyung-Jeong Yang, Seong-Whan Lee, Sun-Hee Kim, 2017, Data Mining and Knowledge Discovery.

Recovering Incomplete Data using Tucker Model for Tensor with Low-n-rank

Hyung-Jeong Yang, Sun-Hee Kim, Thao Nguyen Thieu, 2016 .

Predictive human emotion recognition system using deep functional affective state modeling

Hyung-Jeong Yang, Sun-Hee Kim, R. M. Mehmood, 2019, AISS '19.

Dimension Reduction in Time-series Gene Expression Data using incremental PCA

Hyung-Jeong Yang, Sun-Hee Kim, M. Kim, 2019 .

DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data

Christos Faloutsos, Lei Li, Hyung-Jeong Yang, 2017, Journal of information science and engineering.

Children Emotion Regulation: Development of Neural Marker by Investigating Human Brain Signals

Hyung-Jeong Yang, Raja Majid Mehmood, Sun-Hee Kim, 2021, IEEE Transactions on Instrumentation and Measurement.

Incremental Non-Gaussian Analysis on Multivariate EEG Signal Data

Soo-Hyung Kim, Hyung Jeong Yang, Sun-Hee Kim, 2012, IEICE Trans. Inf. Syst..

Hidden pattern discovery on event related potential EEG signals

Hyung-Jeong Yang, Sun-Hee Kim, Kam Swee Ng, 2009, Biosyst..

eRAD-Fe: Emotion Recognition-Assisted Deep Learning Framework

Seong-Whan Lee, Sun-Hee Kim, Ngoc Anh Thi Nguyen, 2021, IEEE Transactions on Instrumentation and Measurement.

Parameter Estimation Using Unscented Kalman Filter on the Gray-Box Model for Dynamic EEG System Modeling

Seong-Whan Lee, Raja Majid Mehmood, Hyung-Jeong Yang, 2020, IEEE Transactions on Instrumentation and Measurement.

EEG-MINE: Mining and Understanding Epilepsy Data

Christos Faloutsos, Hyung-Jeong Yang, Sun-Hee Kim, 2013, PAKDD Workshops.

Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks

In Seop Na, Hyung-Jeong Yang, Soo-Hyung Kim, 2019, IEEE Transactions on Affective Computing.

Heterogeneous Web Information Integration System based on Entity Identification

Kyoung-Yun Kim, Hyung-Jeong Yang, Soo-Hyung Kim, 2012 .

Parameter pattern discovery in nonlinear dynamic model for EEGs analysis.

Christos Faloutsos, Hyung-Jeong Yang, Seong-Whan Lee, 2016, Journal of integrative neuroscience.

Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG

Christos Faloutsos, Hyung-Jeong Yang, Sun-Hee Kim, 2013, Comput. Math. Methods Medicine.

AsEmo: Automatic Approach for EEG-Based Multiple Emotional State Identification

Seong-Whan Lee, Hyung-Jeong Yang, Sun-Hee Kim, 2020, IEEE Journal of Biomedical and Health Informatics.

Schizophrenia EEG Signal Classification Based on Swarm Intelligence Computing

Harikumar Rajaguru, Sunil Kumar Prabhakar, Sun-Hee Kim, 2020, Comput. Intell. Neurosci..

Hidden discriminative features extraction for supervised high-order time series modeling

Hyung-Jeong Yang, Sun-Hee Kim, Thi Anh Ngoc Nguyen, 2016, Comput. Biol. Medicine.

DFT-Net: Deep Feature Transformation Based Network for Object Categorization and Part Segmentation in 3-Dimensional Point Clouds

Muhammad Adeel Asghar, Sun-Hee Kim, R. M. Mehmood, 2022, Sensors.

PhysioCover: Recovering the Missing Values in Physiological Data of Intensive Care Units

Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, 2014 .

A multi-voxel-activity-based feature selection method for human cognitive states classification by functional magnetic resonance imaging data

Hyung-Jeong Yang, Gueesang Lee, Sun-Hee Kim, 2015, Cluster Computing.

Mining Tera-Scale Graphs: Theory, Engineering and Discoveries

Christos Faloutsos, Garth A. Gibson, U Kang, 2012 .

Fast Fourier Transform and Tucker Decomposition for Feature Extraction in EEG Signals

Hyung-Jeong Yang, Sun-Hee Kim, Thao Nguyen Thieu, 2015, BigDAS.

WeDea: A New EEG-Based Framework for Emotion Recognition

Seong-Whan Lee, Hyung-Jeong Yang, Sunil Kumar Prabhakar, 2021, IEEE Journal of Biomedical and Health Informatics.

Improved Linear Dynamical System for Unsupervised Time Series Recognition

Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, 2014 .

Exploiting Patterns for Handling Incomplete Coevolving EEG Time Series

Hyung-Jeong Yang, Sun-Hee Kim, Ngoc Anh Nguyen Thi, 2013 .

Incremental non-gaussian analysis of microarray gene expression data

Hyung-Jeong Yang, Sun-Hee Kim, Kam Swee Ng, 2009, DTMBIO.

Hidden discriminative features extraction for supervised high-order time series modeling

Hyung-Jeong Yang, Sun-Hee Kim, Thi Ngoc Anh Nguyen, 2016, Comput. Biol. Medicine.

A Harmonic Linear Dynamical System for Prominent ECG Feature Extraction

Hyung-Jeong Yang, Luu Ngoc Do, Sun-Hee Kim, 2014, Comput. Math. Methods Medicine.

An Innovative Multi-Model Neural Network Approach for Feature Selection in Emotion Recognition Using Deep Feature Clustering

Muhammad Jamil Khan, Raja Majid Mehmood, Muhammad Adeel Asghar, 2020, Sensors.

Passive EEG-based Emotional state Cognition Using Subject-independent Feature Extraction

Sun-Hee Kim, Ngoc Anh Thi Nguyen, Sun-Hee Kim, 2017 .

Feature extraction of emotional states for EEG-based rage control

Sun-Hee Kim, Thi Anh Ngoc Nguyen, Sun-Hee Kim, 2016, 2016 39th International Conference on Telecommunications and Signal Processing (TSP).

A multi-voxel-activity-based feature selection method for human cognitive states classification by functional magnetic resonance imaging data

Soo-Hyung Kim, Gueesang Lee, Hyung Jeong Yang, 2014, Cluster Computing.

HeartCast: Predicting acute hypotensive episodes in intensive care units

Christos Faloutsos, Seong-Whan Lee, Lei Li, 2016 .

An Amalgamated Approach to Bilevel Feature Selection Techniques Utilizing Soft Computing Methods for Classifying Colon Cancer

Harikumar Rajaguru, Sunil Kumar Prabhakar, Sun-Hee Kim, 2020, BioMed research international.

Hidden dynamic learning for long-interval consecutive missing values reconstruction in EEG time series

Soo-Hyung Kim, Hyung Jeong Yang, Sun-Hee Kim, 2011, 2011 IEEE International Conference on Granular Computing.

Incremental expectation maximization principal component analysis for missing value imputation for coevolving EEG data

Hyung-Jeong Yang, Sun-Hee Kim, Kam Swee Ng, 2011, Journal of Zhejiang University SCIENCE C.