Sun-Hee Kim

29 papers Misc 1Journal 22Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mifu-ER: Modality Quality Index-Based Incremental Fusion for Emotion Recognition.
IEEE Access
Sun-Hee Kim
2022 J jnl
DFT-Net: Deep Feature Transformation Based Network for Object Categorization and Part Segmentation in 3-Dimensional Point Clouds.
Sensors
Mehak Sheikh, Muhammad Adeel Asghar, Ruqia Bibi, Muhammad Noman Malik, Mohammad Shorfuzzaman, Raja Majid Mehmood, Sun-Hee Kim
2022 J jnl
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks.
IEEE Trans. Affect. Comput.
Hai Duong Nguyen, Sun-Hee Kim, Guee-Sang Lee, Hyung-Jeong Yang, In Seop Na, Soo-Hyung Kim
2022 J jnl
WeDea: A New EEG-Based Framework for Emotion Recognition.
IEEE J. Biomed. Health Informatics
Sun-Hee Kim, Hyung-Jeong Yang, Thi Anh Ngoc Nguyen, Sunil Kumar Prabhakar, Seong-Whan Lee
2021 J jnl
AsEmo: Automatic Approach for EEG-Based Multiple Emotional State Identification.
IEEE J. Biomed. Health Informatics
Sun-Hee Kim, Hyung-Jeong Yang, Thi Anh Ngoc Nguyen, Seong-Whan Lee
2021 J jnl
Children Emotion Regulation: Development of Neural Marker by Investigating Human Brain Signals.
IEEE Trans. Instrum. Meas.
Raja Majid Mehmood, Hyung-Jeong Yang, Sun-Hee Kim
2021 J jnl
Drug investigation tool: Identifying the effect of drug on cell image by using improved correlation.
Softw. Pract. Exp.
Muhammad Shahid Iqbal, Iftikhar Ahmad, Muhammad Asif, Sun-Hee Kim, Raja Majid Mehmood
2021 J jnl
eRAD-Fe: Emotion Recognition-Assisted Deep Learning Framework.
IEEE Trans. Instrum. Meas.
Sun-Hee Kim, Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Seong-Whan Lee
2020 J jnl
An Innovative Multi-Model Neural Network Approach for Feature Selection in Emotion Recognition Using Deep Feature Clustering.
Sensors
Muhammad Adeel Asghar, Muhammad Jamil Khan, Muhammad Rizwan, Raja Majid Mehmood, Sun-Hee Kim
2020 J jnl
Parameter Estimation Using Unscented Kalman Filter on the Gray-Box Model for Dynamic EEG System Modeling.
IEEE Trans. Instrum. Meas.
Sun-Hee Kim, Hyung-Jeong Yang, Thi Anh Ngoc Nguyen, Raja Majid Mehmood, Seong-Whan Lee
2020 J jnl
Schizophrenia EEG Signal Classification Based on Swarm Intelligence Computing.
Comput. Intell. Neurosci.
Sunil Kumar Prabhakar, Harikumar Rajaguru, Sun-Hee Kim
2018 — conf
Low-Feature Extraction for Multi-label Patterns Analyzing in Complex Time Series Mining.
ACIIDS (1)
Thi Anh Ngoc Nguyen, Trung Hung Vo, Sun-Hee Kim, Tran Quoc Vinh Nguyen, A-Ran Oh, Hyung-Jeong Yang
2017 J jnl
DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data.
J. Inf. Sci. Eng.
Sun-Hee Kim, Lei Li, Christos Faloutsos, Hyung-Jeong Yang, Seong-Whan Lee
2017 J jnl
FitMine: automatic mining for time-evolving signals of cardiotocography monitoring.
Data Min. Knowl. Discov.
Sun-Hee Kim, Hyung-Jeong Yang, Seong-Whan Lee
2016 — conf
Feature extraction of emotional states for EEG-based rage control.
TSP
Sun-Hee Kim, Thi Anh Ngoc Nguyen
2016 J jnl
Hidden discriminative features extraction for supervised high-order time series modeling.
Comput. Biol. Medicine
Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Sun-Hee Kim
2015 J jnl
A multi-voxel-activity-based feature selection method for human cognitive states classification by functional magnetic resonance imaging data.
Clust. Comput.
Luu Ngoc Do, Hyung Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Sun-Hee Kim
2015 — conf
Fast Fourier Transform and Tucker Decomposition for Feature Extraction in EEG Signals.
BigDAS
Thao Nguyen Thieu, Hyung-Jeong Yang, Sun-Hee Kim, Aran Oh
2014 J jnl
A Harmonic Linear Dynamical System for Prominent ECG Feature Extraction.
Comput. Math. Methods Medicine
Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Sun-Hee Kim, Luu Ngoc Do
2013 J jnl
Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG.
Comput. Math. Methods Medicine
Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang
2013 — conf
EEG-MINE: Mining and Understanding Epilepsy Data.
PAKDD Workshops
Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang
2012 J jnl
Correction for Misrecognition of Korean Texts in Signboard Images using Improved Levenshtein Metric.
KSII Trans. Internet Inf. Syst.
Myunghun Lee, Soo-Hyung Kim, Gueesang Lee, Sun-Hee Kim, Hyung Jeong Yang
2012 J jnl
Illuminator: Increasing Synergies Between Medicinal And Computational Chemists.
Silico Biol.
Alberto Gobbi, Matthew A. Lardy, Sun-Hee Kim, Frank Ruebsam, Martin Tran, Stephen E. Webber, Alan X. Xiang
2012 J jnl
Incremental Non-Gaussian Analysis on Multivariate EEG Signal Data.
IEICE Trans. Inf. Syst.
Kam Swee Ng, Hyung Jeong Yang, Soo-Hyung Kim, Sun-Hee Kim
2011 Misc conf
Hidden dynamic learning for long-interval consecutive missing values reconstruction in EEG time series.
GrC
Thi Anh Ngoc Nguyen, Soo-Hyung Kim, Hyung Jeong Yang, Sun-Hee Kim
2011 J jnl
Incremental expectation maximization principal component analysis for missing value imputation for coevolving EEG data.
J. Zhejiang Univ. Sci. C
Sun-Hee Kim, Hyung-Jeong Yang, Kam Swee Ng
2010 — conf
A study on the characteristics of magnetic field for wireless sensor network.
ICTC
Sun-Hee Kim, Yun-Jae Won, Kyu-Sung Hwang, Seung-ok Lim, Yoon-Seuk Oh
2009 J jnl
Hidden pattern discovery on event related potential EEG signals.
Biosyst.
Kam Swee Ng, Hyung-Jeong Yang, Sun-Hee Kim
2009 — conf
Incremental non-gaussian analysis of microarray gene expression data.
DTMBIO
Kam Swee Ng, Hyung-Jeong Yang, Sun-Hee Kim