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Articles (69)
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1

Facial Emotion Recognition Using an Ensemble of Multi-level Convolutional Neural Networks

Nguyen, Hai-Duong, Yeom, Soonja, Lee, Guee-Sang, Yang, Hyung-Jeong, Na, In-Seop, Kim, Soo-Hyung

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Année:

2018

Langue:

english

Fichier:

PDF, 1.79 MB

english, 2018

2

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

Kim, Sun-Hee, Yang, Hyung-Jeong, Lee, Seong-Whan

Journal:

Data Mining and Knowledge Discovery

Année:

2017

Langue:

english

Fichier:

PDF, 4.64 MB

english, 2017

3

[IEEE 2019 IEEE International Conference on Image Processing (ICIP) - Taipei, Taiwan (2019.9.22-2019.9.25)] 2019 IEEE International Conference on Image Processing (ICIP) - A 3d Face Modeling Approach for in-The-Wild Facial Expression Recognition on Image Datasets

Ly, Son Thai, Do, Nhu-Tai, Lee, Guee-Sang, Kim, Soo-Hyung, Yang, Hyung-Jeong

Année:

2019

Fichier:

PDF, 476 KB

2019

4

[ACM Press 2019 International Conference on Multimodal Interaction - Suzhou, China (2019.10.14-2019.10.18)] 2019 International Conference on Multimodal Interaction on - ICMI '19 - Engagement Intensity Prediction withFacial Behavior Features

Thong Huynh, Van, Kim, Soo-Hyung, Lee, Guee-Sang, Yang, Hyung-Jeong

Année:

2019

Langue:

english

Fichier:

PDF, 773 KB

english, 2019

5

[ACM Press Proceeding of the third international workshop - Hong Kong, China (2009.11.06-2009.11.06)] Proceeding of the third international workshop on Data and text mining in bioinformatics - DTMBIO '09 - Incremental non-gaussian analysis of microarray gene expression data

Ng, Kam Swee, Yang, Hyung-Jeong, Kim, Sun-Hee

Année:

2009

Langue:

english

Fichier:

PDF, 554 KB

english, 2009

6

HeartCast: Predicting acute hypotensive episodes in intensive care units

Kim, Sun-Hee, Li, Lei, Faloutsos, Christos, Yang, Hyung-Jeong, Lee, Seong-Whan

Journal:

Statistical Methodology

Année:

2016

Langue:

english

Fichier:

PDF, 706 KB

english, 2016

7

[IEEE 2017 IEEE International Conference on Big Data and Smart Computing (BigComp) - Jeju Island, South Korea (2017.2.13-2017.2.16)] 2017 IEEE International Conference on Big Data and Smart Computing (BigComp) - Multimodal learning using convolution neural network and Sparse Autoencoder

Tien Duong Vu,, Hyung-Jeong Yang,, Nguyen, Van Quan, A-Ran Oh,, Mi-Sun Kim,

Année:

2017

Langue:

english

Fichier:

PDF, 328 KB

english, 2017

8

A robust system for document layout analysis using multilevel homogeneity structure

Tran, Tuan Anh, Oh, Kanghan, Na, In-Seop, Lee, Guee-Sang, Yang, Hyung-Jeong, Kim, Soo-Hyung

Journal:

Expert Systems with Applications

Année:

2017

Langue:

english

Fichier:

PDF, 13.41 MB

english, 2017

9

Non-white matter tissue extraction and deep convolutional neural network for Alzheimer’s disease detection

Vu, Tien-Duong, Ho, Ngoc-Huynh, Yang, Hyung-Jeong, Kim, Jahae, Song, Ho-Chun

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Année:

2018

Langue:

english

Fichier:

PDF, 1.42 MB

english, 2018

10

[IEEE 2019 IEEE International Conference on Image Processing (ICIP) - Taipei, Taiwan (2019.9.22-2019.9.25)] 2019 IEEE International Conference on Image Processing (ICIP) - A 3d Face Modeling Approach for in-The-Wild Facial Expression Recognition on Image Datasets

Ly, Son Thai, Do, Nhu-Tai, Lee, Guee-Sang, Kim, Soo-Hyung, Yang, Hyung-Jeong

Année:

2019

Langue:

english

Fichier:

PDF, 476 KB

english, 2019

11

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

Nguyen, Duong Hai, Kim, SunHee, Lee, Guee-Sang, Yang, Hyung-Jeong, Na, In-Seop, Kim, Soo Hyung

Journal:

IEEE Transactions on Affective Computing

Année:

2019

Langue:

english

Fichier:

PDF, 2.33 MB

english, 2019

12

A novel 2D and 3D multimodal approach for in-the-wild facial expression recognition

Son Ly, Thai, Do, Nhu-Tai, Kim, Soo-Hyung, Yang, Hyung-Jeong, Lee, Guee-Sang

Journal:

Image and Vision Computing

Année:

2019

Langue:

english

Fichier:

PDF, 2.01 MB

english, 2019

13

Gesture Recognition Based on 3D Human Pose Estimation and Body Part Segmentation for RGB Data Input

Nguyen, Ngoc-Hoang, Phan, Tran-Dac-Thinh, Lee, Guee-Sang, Kim, Soo-Hyung, Yang, Hyung-Jeong

Journal:

Applied Sciences

Année:

2020

Fichier:

PDF, 2.58 MB

2020

14

Automatic Assessment of ASPECTS Using Diffusion-Weighted Imaging in Acute Ischemic Stroke Using Recurrent Residual Convolutional Neural Network

Do, Luu-Ngoc, Baek, Byung Hyun, Kim, Seul Kee, Yang, Hyung-Jeong, Park, Ilwoo, Yoon, Woong

Journal:

Année:

2020

Fichier:

PDF, 1.39 MB

2020

15

Hidden pattern discovery on event related potential EEG signals

Kam Swee Ng, Hyung-Jeong Yang, Sun-Hee Kim

Journal:

Année:

2009

Langue:

english

Fichier:

PDF, 1.99 MB

english, 2009

16

Systematic causal knowledge acquisition using FCM Constructor for product design decision support

Wooi Ping Cheah, Yun Seon Kim, Kyoung-Yun Kim, Hyung-Jeong Yang

Journal:

Expert Systems with Applications

Année:

2011

Langue:

english

Fichier:

PDF, 2.12 MB

english, 2011

17

Disparate attributes algorithm for semantic assembly design rule management

Choi, Keunho, Kim, Kyoung-Yun, Yang, Hyung-Jeong

Journal:

Advanced Engineering Informatics

Année:

2013

Langue:

english

Fichier:

PDF, 558 KB

english, 2013

18

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

Do, Luu-Ngoc, Yang, Hyung-Jeong, Kim, Soo-Hyung, Lee, Guee-Sang, Kim, Sun-Hee

Journal:

Cluster Computing

Année:

2015

Langue:

english

Fichier:

PDF, 742 KB

english, 2015

19

[IEEE 2004 IEEE International Conference on Multimedia and Expo (ICME) - Taipei, Taiwan (27-30 June 2004)] 2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763) - Automatic image captioning

Jia-Yu Pan,, Hyung-Jeong Yang,, Duygulu, P., Faloutsos, C.

Année:

2004

Langue:

english

Fichier:

PDF, 328 KB

english, 2004

20

[IEEE 2008 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT) - Sarajevo, Bosnia and Herzegovina (2008.12.16-2008.12.19)] 2008 IEEE International Symposium on Signal Processing and Information Technology - Incremental Pattern Recognition on EEG Signal

Ng, Kam Swee, Yang, Hyung-Jeong, Kim, Sun-Hee, Jeong, Jong-Mun

Année:

2008

Langue:

english

Fichier:

PDF, 3.43 MB

english, 2008

21

[IEEE 2011 IEEE International Conference on Granular Computing (GrC-2011) - Kaohsiung, Taiwan (2011.11.8-2011.11.10)] 2011 IEEE International Conference on Granular Computing - Hidden dynamic learning for long-interval consecutive missing values reconstruction in EEG time series

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

Année:

2011

Langue:

english

Fichier:

PDF, 852 KB

english, 2011

22

[IEEE 2014 22nd International Conference on Pattern Recognition (ICPR) - Stockholm, Sweden (2014.8.24-2014.8.28)] 2014 22nd International Conference on Pattern Recognition - Distorted Music Score Recognition without Staffline Removal

Vo, Quang Nhat, Nguyen, Tam, Kim, Soo-Hyung, Yang, Hyung-Jeong, Lee, Guee-Sang

Année:

2014

Langue:

english

Fichier:

PDF, 439 KB

english, 2014

23

[IEEE 2009 IEEE 9th Malaysia International Conference on Communications (MICC) - Kuala Lumpur, Malaysia (2009.12.15-2009.12.17)] 2009 IEEE 9th Malaysia International Conference on Communications (MICC) - Temporal sign language analysis based on DTW and incremental model

Sun-Hee Kim,, Hyung-Jeong Yang,, Kam Swee Ng,

Année:

2009

Langue:

english

Fichier:

PDF, 1.36 MB

english, 2009

24

[IEEE 12th Asia-Pacific Software Engineering Conference (APSEC'05) - Taipei, Taiwan (2005.12.1-2005.12.1)] 12th Asia-Pacific Software Engineering Conference (APSEC'05) - Bio-ontology construction using object-oriented paradigm

Kyung-Ah Yang,, Hyung-Jeong Yang,, Jae-Dong Yang,, Ki-Heon Kim,

Année:

2005

Langue:

english

Fichier:

PDF, 728 KB

english, 2005

25

[IEEE 2007 International Conference on Computational Science and its Applications (ICCSA 2007) - Kuala Lampur, Malaysia (2007.08.26-2007.08.29)] 2007 International Conference on Computational Science and its Applications (ICCSA 2007) - Cognitive States Detection in fMRI using incremental P

T.Hoang, Minh-Tuan, Won, Yonggwan, Yang, Hyung-Jeong

Année:

2007

Langue:

english

Fichier:

PDF, 257 KB

english, 2007

26

[ACM Press the 2004 ACM SIGKDD international conference - Seattle, WA, USA (2004.08.22-2004.08.25)] Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '04 - Automatic multimedia cross-modal correlation discovery

Pan, Jia-Yu, Yang, Hyung-Jeong, Faloutsos, Christos, Duygulu, Pinar

Année:

2004

Langue:

english

Fichier:

PDF, 164 KB

english, 2004

27

A Harmonic Linear Dynamical System for Prominent ECG Feature Extraction

Nguyen Thi, Ngoc Anh, Yang, Hyung-Jeong, Kim, SunHee, Do, Luu Ngoc

Journal:

Computational and Mathematical Methods in Medicine

Année:

2014

Langue:

english

Fichier:

PDF, 4.06 MB

english, 2014

28

[ACM Press the 8th International Conference - Siem Reap, Cambodia (2014.01.09-2014.01.11)] Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication - ICUIMC '14 - Automatic touching detection and recognition of music chord using auto-encoding and softmax

Nguyen, Hong Quy, Yang, Hyung-Jeong, Kim, Soo-Hyung, Lee, Guee-Sang

Année:

2014

Langue:

english

Fichier:

PDF, 311 KB

english, 2014

29

[ACM Press the 9th International Conference - Bali, Indonesia (2015.01.08-2015.01.10)] Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication - IMCOM '15 - Feature extraction from covariance by using kernel method for classifying polysomnographys data

Nguyen, Hong Quy, Yang, Hyung-Jeong, Thieu, Thao Nguyen

Année:

2015

Langue:

english

Fichier:

PDF, 197 KB

english, 2015

30

[IEEE 2014 22nd International Conference on Pattern Recognition (ICPR) - Stockholm, Sweden (2014.8.24-2014.8.28)] 2014 22nd International Conference on Pattern Recognition - Boosted Stable Path for Staff-Line Detection Using Order Statistic Downscaling and Coarse-to-Fine Technique

Bui, Hoang-Nam, Na, In-Seop, Lee, Guee-Sang, Yang, Hyung-Jeong, Kim, Soo-Hyung

Année:

2014

Langue:

english

Fichier:

PDF, 474 KB

english, 2014

31

Separation of specular and diffuse components using tensor voting in color images

Nguyen, Tam, Vo, Quang Nhat, Yang, Hyung-Jeong, Kim, Soo-Hyung, Lee, Guee-Sang

Journal:

Année:

2014

Langue:

english

Fichier:

PDF, 1.19 MB

english, 2014

32

[ASME ASME 2008 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - Brooklyn, New York, USA (August 3–6, 2008)] Volume 1: 34th Design Automation Conference, Parts A and B - Causal Design Knowledge Acquisition by Constructing BBN Through FCM

Kim, Yun Seon, Kim, Kyoung-Yun Joseph, Cheah, Wooi Ping, Yang, Hyung-Jeong

Année:

2008

Langue:

english

Fichier:

PDF, 557 KB

english, 2008

33

A technique for the concept-based detection of functional modules in an interaction network

Park, Jong-Min, Yang, Hyung-Jeong, Yang, Jae-Dong, Choi, Dong-Hoon

Journal:

Information Processing Letters

Année:

2016

Langue:

english

Fichier:

PDF, 637 KB

english, 2016

34

[IEEE 2004 Conference on Computer Vision and Pattern Recognition Workshop - Washington, DC, USA (27-02 June 2004)] 2004 Conference on Computer Vision and Pattern Recognition Workshop - GCap: Graph-based Automatic Image Captioning

Jia-Yu Pan,, Hyung-Jeong Yang,, Faloutsos, C., Duygulu, P.

Année:

2004

Langue:

english

Fichier:

PDF, 239 KB

english, 2004

35

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

Nguyen, Ngoc Anh Thi, Yang, Hyung-Jeong, Kim, Sunhee

Journal:

Computers in Biology and Medicine

Année:

2016

Langue:

english

Fichier:

PDF, 847 KB

english, 2016

36

Recovery of drawing order from multi-stroke English handwritten images based on graph models and ambiguous zone analysis

Dinh, Minh, Yang, Hyung-Jeong, Lee, Guee-Sang, Kim, Soo-Hyung, Do, Luu-Ngoc

Journal:

Expert Systems with Applications

Année:

2016

Langue:

english

Fichier:

PDF, 2.64 MB

english, 2016

37

Parameter pattern discovery in nonlinear dynamic model for EEGs analysis

Kim, Sun-Hee, Faloutsos, Christos, Yang, Hyung-Jeong, Lee, Seong-Whan

Journal:

Journal of Integrative Neuroscience

Année:

2016

Langue:

english

Fichier:

PDF, 796 KB

english, 2016

38

[ACM Press the 2015 International Conference - Jeju Island, Republic of Korea (2015.10.20-2015.10.23)] Proceedings of the 2015 International Conference on Big Data Applications and Services - BigDAS '15 - Fast Fourier Transform and Tucker Decomposition for Feature Extraction in EEG Signals

Thieu, Thao Nguyen, Yang, Hyung-Jeong, Kim, Sun-Hee, Oh, Aran

Année:

2015

Langue:

english

Fichier:

PDF, 523 KB

english, 2015

39

HOKF: High Order Kalman Filter for Epilepsy Forecasting Modeling

Nguyen, Ngoc Anh Thi, Yang, Hyung-Jeong, Kim, Sunhee

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 352 KB

english, 2017

40

[IEEE 2017 IEEE Third International Conference on Multimedia Big Data (BigMM) - Laguna Hills, CA, USA (2017.4.19-2017.4.21)] 2017 IEEE Third International Conference on Multimedia Big Data (BigMM) - Real-Time Earthquake Detection Using Convolutional Neural Network and Social Data

Nguyen, Van Quan, Yang, Hyung-Jeong, Kim, Kyungbaek, Oh, A-Ran

Année:

2017

Langue:

english

Fichier:

PDF, 437 KB

english, 2017

41

Incremental Non-Gaussian Analysis on Multivariate EEG Signal Data

NG, Kam Swee, YANG, Hyung-Jeong, KIM, Soo-Hyung, KIM, Sun-Hee

Journal:

IEICE Transactions on Information and Systems

Année:

2012

Langue:

english

Fichier:

PDF, 984 KB

english, 2012

42

[IEEE IEEE Region 10 International Conference on Electrical and Electronic Technology - Singapore (19-22 Aug. 2001)] Proceedings of IEEE Region 10 International Conference on Electrical and Electronic Technology. TENCON 2001 (Cat. No.01CH37239) - Extended concept-based image retrieval system (E-COIRS)

Yong-Il Kim,, Jae-Dong Yang,, Hyung-Jeong Yang,

Année:

2001

Langue:

english

Fichier:

PDF, 893 KB

english, 2001

43

[ACM Press the 2nd International Conference - Phu Quoc Island, Viet Nam (2018.02.02-2018.02.04)] Proceedings of the 2nd International Conference on Machine Learning and Soft Computing - ICMLSC '18 - Face tracking with convolutional neural network heat-map

Do, Nhu-Tai, Kim, Soo-Hyung, Yang, Hyung-Jeong, Lee, Guee-Sang, Na, In-Seop

Année:

2018

Langue:

english

Fichier:

PDF, 725 KB

english, 2018

44

Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG

Kim, Sun-Hee, Faloutsos, Christos, Yang, Hyung-Jeong

Journal:

Computational and Mathematical Methods in Medicine

Année:

2013

Langue:

english

Fichier:

PDF, 2.99 MB

english, 2013

45

[ACM Press the 2nd International Conference - Phu Quoc Island, Viet Nam (2018.02.02-2018.02.04)] Proceedings of the 2nd International Conference on Machine Learning and Soft Computing - ICMLSC '18 - Audio-based emotion recognition using GMM supervector an SVM linear kernel

Tran, Dinh-Son, Yang, Hyung-Jeong, Kim, Soo-Hyung, Lee, Guee Sang, Do, Luu-Ngoc, Ho, Ngoc-Huynh, Nguyen, Van Quan

Année:

2018

Langue:

english

Fichier:

PDF, 260 KB

english, 2018

46

[ACM Press the 2018 International Conference - Ha Noi, Viet Nam (2018.09.28-2018.09.30)] Proceedings of the 2018 International Conference on Machine Learning and Machine Intelligence - MLMI2018 - A Real-time Multimodal Hand Gesture Recognition via 3D Convolutional Neural Network and Key Frame Extraction

Hoang, Nguyen Ngoc, Lee, Guee-Sang, Kim, Soo-Hyung, Yang, Hyung-Jeong

Année:

2018

Langue:

english

Fichier:

PDF, 528 KB

english, 2018

47

[ACM Press the 2018 International Conference - Ha Noi, Viet Nam (2018.09.28-2018.09.30)] Proceedings of the 2018 International Conference on Machine Learning and Machine Intelligence - MLMI2018 - Emotion Recognition via Body Gesture

Ly, Son Thai, Lee, Guee-Sang, Kim, Soo-Hyung, Yang, Hyung-Jeong

Année:

2018

Langue:

english

Fichier:

PDF, 818 KB

english, 2018

48

[ACM Press the 3rd International Conference - Da Lat, Viet Nam (2019.01.25-2019.01.28)] Proceedings of the 3rd International Conference on Machine Learning and Soft Computing - ICMLSC 2019 - Emotion Recognition by Integrating Eye Movement Analysis and Facial Expression Model

Van Huynh, Thong, Yang, Hyung-Jeong, Lee, Guee-Sang, Kim, Soo-Hyung, Na, In-Seop

Année:

2019

Langue:

english

Fichier:

PDF, 713 KB

english, 2019

49

[ACM Press the 3rd International Conference - Da Lat, Viet Nam (2019.01.25-2019.01.28)] Proceedings of the 3rd International Conference on Machine Learning and Soft Computing - ICMLSC 2019 - Emotion Recognition by Integrating Eye Movement Analysis and Facial Expression Model

Van Huynh, Thong, Yang, Hyung-Jeong, Lee, Guee-Sang, Kim, Soo-Hyung, Na, In-Seop

Année:

2019

Fichier:

PDF, 713 KB

2019

50

[ACM Press 2019 International Conference on Multimodal Interaction - Suzhou, China (2019.10.14-2019.10.18)] 2019 International Conference on Multimodal Interaction on - ICMI '19 - Group-level Cohesion Prediction using Deep Learning Models with A Multi-stream Hybrid Network

Xuan Dang, Tien, Kim, Soo-Hyung, Yang, Hyung-Jeong, Lee, Guee-Sang, Vo, Thanh-Hung

Année:

2019

Langue:

english

Fichier:

PDF, 5.09 MB

english, 2019