Hyung Jeong Yang
This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.
Bibliography
2025
Longitudinal Alzheimer's Disease Progression Prediction With Modality Uncertainty and Optimization of Information Flow.
IEEE J. Biomed. Health Informatics, January, 2025
Multi-horizon event detection for in-hospital clinical deterioration using dual-channel graph attention network.
Int. J. Medical Informatics, 2025
Comput. Biol. Medicine, 2025
Temporal variational autoencoder model for in-hospital clinical emergency prediction.
Biomed. Signal Process. Control., 2025
2024
Multigradient Siamese Temporal Model for the Prediction of Clinical Events in Rapid Response Systems.
IEEE Intell. Syst., 2024
CoRR, 2024
A comparison between centralized and asynchronous federated learning approaches for survival outcome prediction using clinical and PET data from non-small cell lung cancer patients.
Comput. Methods Programs Biomed., 2024
Mental workload estimation with electroencephalogram signals by combining multi-space deep models.
Biomed. Signal Process. Control., 2024
A Survey on Identifying Empathic Expression in Remote Collaboration From Empathic Computing.
IEEE Access, 2024
Explainable Deep Contrastive Federated Learning System for Early Prediction of Clinical Status in Intensive Care Unit.
IEEE Access, 2024
iTa-DFiE: An Innovative Tensor Algebra-Based Detection Framework for Incomplete Noninvasive Electroencephalography.
IEEE Access, 2024
Additive Cross-Modal Attention Network (ACMA) for Depression Detection Based on Audio and Textual Features.
IEEE Access, 2024
Residual Relation-Aware Attention Deep Graph-Recurrent Model for Emotion Recognition in Conversation.
IEEE Access, 2024
Modality Weights Based Fusion Model for Social Perception Prediction in Video, Audio, and Text.
Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, 2024
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Adaptive Cross-Modal Representation Learning for Heterogeneous Data Types in Alzheimer Disease Progression Prediction with Missing Time Point and Modalities.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
Multiple Facial Reaction Generation Using Gaussian Mixture of Models and Multimodal Bottleneck Transformer.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
The RayHand Navigation: A Virtual Navigation Method with Relative Position between Hand and Gaze-Ray.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024
2023
Pattern Recognit. Lett., August, 2023
Self-Relation Attention and Temporal Awareness for Emotion Recognition via Vocal Burst.
Sensors, 2023
Robust Human Face Emotion Classification Using Triplet-Loss-Based Deep CNN Features and SVM.
Sensors, 2023
J. Integr. Des. Process. Sci., 2023
Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models.
CoRR, 2023
A transformer-based approach to video frame-level prediction in Affective Behaviour Analysis In-the-wild.
CoRR, 2023
Prediction of Survival of Glioblastoma Patients Using Local Spatial Relationships and Global Structure Awareness in FLAIR MRI Brain Images.
IEEE Access, 2023
IEEE Access, 2023
IEEE Access, 2023
Effect of Auto-Erased Sketch Cue in Multiuser Surgical Planning Virtual Reality Collaboration System.
IEEE Access, 2023
PhyMER: Physiological Dataset for Multimodal Emotion Recognition With Personality as a Context.
IEEE Access, 2023
Multi-Label Multimodal Emotion Recognition With Transformer-Based Fusion and Emotion-Level Representation Learning.
IEEE Access, 2023
Rapid Response System Based on Graph Attention Network for Predicting In-Hospital Clinical Deterioration.
IEEE Access, 2023
DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Multiscale Transformer-Based for Multimodal Affective States Estimation from Physiological Signals.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023
2022
IEEE J. Biomed. Health Informatics, 2022
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks.
IEEE Trans. Affect. Comput., 2022
Predicting progression of Alzheimer's disease using forward-to-backward bi-directional network with integrative imputation.
Neural Networks, 2022
An Ensemble Approach for Multiple Emotion Descriptors Estimation Using Multi-task Learning.
CoRR, 2022
CoRR, 2022
IEEE Access, 2022
Positional Multi-Cross-Attention for Bone Age Estimation Using Deep Multiple Instance Learning.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Survival Analysis based on Lung Tumor Segmentation using Global Context-aware Transformer in Multimodality.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Affective Behavior Analysis Using Action Unit Relation Graph and Multi-task Cross Attention.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Little Flower at Memotion 2.0 2022 : Ensemble of Multi-Modal Model using Attention Mechanism in MEMOTION Analysis (short paper).
Proceedings of the Workshop on Multi-Modal Fake News and Hate-Speech Detection (DE-FACTIFY 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence ( AAAI 2022), 2022
2021
J. Supercomput., 2021
IEEE J. Biomed. Health Informatics, 2021
Children Emotion Regulation: Development of Neural Marker by Investigating Human Brain Signals.
IEEE Trans. Instrum. Meas., 2021
IEEE Trans. Instrum. Meas., 2021
Esophagus Segmentation in CT Images via Spatial Attention Network and STAPLE Algorithm.
Sensors, 2021
EEG-Based Emotion Recognition by Convolutional Neural Network with Multi-Scale Kernels.
Sensors, 2021
Context-Aware Emotion Recognition in the Wild Using Spatio-Temporal and Temporal-Pyramid Models.
Sensors, 2021
Multim. Tools Appl., 2021
IEEE Multim., 2021
Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique.
CoRR, 2021
Temporal Convolution Networks with Positional Encoding for Evoked Expression Estimation.
CoRR, 2021
Survival time prediction by integrating cox proportional hazards network and distribution function network.
BMC Bioinform., 2021
IEEE Access, 2021
IEEE Access, 2021
Multi-modal Stress Recognition Using Temporal Convolution and Recurrent Network with Positional Embedding.
Proceedings of the MuSe '21: Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge, 2021
A Study on Test-Time Augmentation and Attention Mechanism in DeepLabv3+ for Deep Learning-Based Segmentation.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the Frontiers of Computer Vision - 27th International Workshop, 2021
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021
Multimodal Convolutional Neural Network Model for Protective Behavior Detection based on Body Movement Data.
Proceedings of the 2021 9th International Conference on Affective Computing and Intelligent Interaction, 2021
2020
Parameter Estimation Using Unscented Kalman Filter on the Gray-Box Model for Dynamic EEG System Modeling.
IEEE Trans. Instrum. Meas., 2020
Distance Error Correction in Time-of-Flight Cameras Using Asynchronous Integration Time.
Sensors, 2020
Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge.
CoRR, 2020
IEEE Access, 2020
IEEE Access, 2020
Semantic Segmentation of the Eye With a Lightweight Deep Network and Shape Correction.
IEEE Access, 2020
Multimodal Approach of Speech Emotion Recognition Using Multi-Level Multi-Head Fusion Attention-Based Recurrent Neural Network.
IEEE Access, 2020
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Multimodal Fusion with Attention Mechanism for Trustworthiness Prediction in Car Advertisements.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Improving Recurrent Gate Mechanism For Time-to-Conversion Prediction Of Alzheimer's Disease.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the 2nd International Workshop and Challenge on Computer Vision in Endoscopy, 2020
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
2019
Image Vis. Comput., 2019
Facial Emotion Recognition Using an Ensemble of Multi-Level Convolutional Neural Networks.
Int. J. Pattern Recognit. Artif. Intell., 2019
Int. J. Distributed Sens. Networks, 2019
Regenerative Semi-Supervised Bidirectional W-Network-Based Knee Bone Tumor Classification on Radiographs Guided by Three-Region Bone Segmentation.
IEEE Access, 2019
Cost Aggregation for Stereo Matching Using Total Generalized Variation With Fusion Tensor.
IEEE Access, 2019
Emotion Recognition by Integrating Eye Movement Analysis and Facial Expression Model.
Proceedings of the 3rd International Conference on Machine Learning and Soft Computing, 2019
Proceedings of the International Conference on Multimodal Interaction, 2019
Group-level Cohesion Prediction using Deep Learning Models with A Multi-stream Hybrid Network.
Proceedings of the International Conference on Multimodal Interaction, 2019
A 3d Face Modeling Approach for in-The-Wild Facial Expression Recognition on Image Datasets.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Continuous Hand Gesture Spotting and Classification Using 3D Finger Joints Information.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
Non-white matter tissue extraction and deep convolutional neural network for Alzheimer's disease detection.
Soft Comput., 2018
Binarization of degraded document images based on hierarchical deep supervised network.
Pattern Recognit., 2018
Multim. Tools Appl., 2018
Text line segmentation using a fully convolutional network in handwritten document images.
IET Image Process., 2018
Proceedings of the 2nd International Conference on Machine Learning and Soft Computing, 2018
Proceedings of the 2nd International Conference on Machine Learning and Soft Computing, 2018
Proceedings of the 2nd International Conference on Machine Learning and Soft Computing, 2018
Low-Feature Extraction for Multi-label Patterns Analyzing in Complex Time Series Mining.
Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018
2017
J. Inf. Sci. Eng., 2017
Expert Syst. Appl., 2017
Data Min. Knowl. Discov., 2017
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017
2016
Pattern Recognit. Lett., 2016
A mixture model using Random Rotation Bounding Box to detect table region in document image.
J. Vis. Commun. Image Represent., 2016
A technique for the concept-based detection of functional modules in an interaction network.
Inf. Process. Lett., 2016
IEICE Trans. Inf. Syst., 2016
Recovery of drawing order from multi-stroke English handwritten images based on graph models and ambiguous zone analysis.
Expert Syst. Appl., 2016
Hidden discriminative features extraction for supervised high-order time series modeling.
Comput. Biol. Medicine, 2016
2015
Proceedings of the New Trends in Computational Collective Intelligence, 2015
Pattern Anal. Appl., 2015
J. Multim. Inf. Syst., 2015
Triangulation Based Skeletonization and Trajectory Recovery for Handwritten Character Patterns.
KSII Trans. Internet Inf. Syst., 2015
A multi-voxel-activity-based feature selection method for human cognitive states classification by functional magnetic resonance imaging data.
Clust. Comput., 2015
Diagnosis of Epilepsy in Patients Based on the Classification of EEG Signals Using Fast Fourier Transform.
Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015
Feature extraction from covariance by using kernel method for classifying polysomnographys data.
Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication, 2015
Fast Fourier Transform and Tucker Decomposition for Feature Extraction in EEG Signals.
Proceedings of the 2015 International Conference on Big Data Applications and Services, 2015
2014
Comput. Math. Methods Medicine, 2014
Automatic touching detection and recognition of music chord using auto-encoding and softmax.
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Boosted Stable Path for Staff-Line Detection Using Order Statistic Downscaling and Coarse-to-Fine Technique.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
An Effective Orientation-based Method and Parameter Space Discretization for Defined Object Segmentation.
KSII Trans. Internet Inf. Syst., 2013
Comput. Math. Methods Medicine, 2013
Adv. Eng. Informatics, 2013
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013
2012
Correction for Misrecognition of Korean Texts in Signboard Images using Improved Levenshtein Metric.
KSII Trans. Internet Inf. Syst., 2012
IEICE Trans. Inf. Syst., 2012
2011
Incremental expectation maximization principal component analysis for missing value imputation for coevolving EEG data.
J. Zhejiang Univ. Sci. C, 2011
Set Approximation Based Combinatorial Search for Interaction Network-Based Conceptual Design.
Trans. SDPS, 2011
Systematic causal knowledge acquisition using FCM Constructor for product design decision support.
Expert Syst. Appl., 2011
Hidden dynamic learning for long-interval consecutive missing values reconstruction in EEG time series.
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
2010
Pattern Recognit. Lett., 2010
2009
Constructing manufacturing-environmental model in Bayesian belief networks for assembly design decision support through fuzzy cognitive maps.
Int. J. Intell. Inf. Database Syst., 2009
Proceedings of the Proceeding of the 3rd International Workshop on Data and Text Mining in Bioinformatics, 2009
2007
Multi-modal Data Integration Using Graph for Collaborative Assembly Design Information Sharing and Reuse.
Proceedings of the New Trends in Applied Artificial Intelligence, 2007
A Manufacturing-Environmental Model Using Bayesian Belief Networks for Assembly Design Decision Support.
Proceedings of the New Trends in Applied Artificial Intelligence, 2007
Proceedings of the Selected Papers of the Fifth International Conference on, 2007
2006
Inf. Process. Manag., 2006
Ontology-based assembly design and information sharing for collaborative product development.
Comput. Aided Des., 2006
Integrating Extended Attributed Relational Graph and Structured Modeling: Toward Multimedia-Based Decision Support in Virtual Product Design.
Proceedings of the Computational Intelligence, 2006
2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
Ontology-based virtual assembly model for collaborative virtual prototyping and simulation.
Proceedings of the 2005 International Symposium on Collaborative Technologies and Systems, 2005
2004
Proceedings of the String Processing and Information Retrieval, 2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
GCap: Graph-Based Automatic Image Captioning.
Proceedings of the Proceedings MDDE '04, 2004
2003
A Web-Based Tutoring System Using Fuzzy Concept for Adaptive Learning.
Proceedings of the International Conference on Artificial Intelligence, 2003
2002
Specification of a Fuzzy Object Inference: Towards an Advanced Knowledge-Based Programming.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2002
1999
A formal framework for image indexing with triples: Toward a concept-based image retrieval.
Int. J. Intell. Syst., 1999
Proceedings of the Visual Information and Information Systems, 1999
Proceedings of the Visual Information and Information Systems, 1999
1998
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1998