Deok-Hwan Kim

Comput. Speech Lang., 2025

2024

Self-attention deep ConvLSTM with sparse-learned channel dependencies for wearable sensor-based human activity recognition.

[BibT_eX]

[DOI]

Neurocomputing, February, 2024

Beyond superficial emotion recognition: Modality-adaptive emotion recognition system.

[BibT_eX]

[DOI]

Expert Syst. Appl., January, 2024

Multiaccent EMG-to-Speech Optimized Transduction With PerFL and MAML Adaptations.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2024

Metric-Based Few-Shot Transfer Learning Approach for Voice Pathology Detection.

[BibT_eX]

[DOI]

Jong-Ho Won

IEEE Access, 2024

Speech Emotion Recognition via Sparse Learning-Based Fusion Model.

[BibT_eX]

[DOI]

Dong-Jin Min

IEEE Access, 2024

Intrusion Detection Using Transformer in Controller Area Network.

[BibT_eX]

[DOI]

Hyunjun Jo

IEEE Access, 2024

An Optimized EMG Encoder to Minimize Soft Speech Loss for Speech to EMG Conversions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2024

2023

Data Modifications in Blockchain Architecture for Big-Data Processing.

[BibT_eX]

[DOI]

Sensors, October, 2023

Proactive Fault Diagnosis of a Radiator: A Combination of Gaussian Mixture Model and LSTM Autoencoder.

[BibT_eX]

[DOI]

Jeong-Geun Lee

Jang Hyun Lee

Sensors, October, 2023

Data Collection Framework Using a Lightweight Blockchain.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Electronics, Information, and Communication, 2023

2022

Blockchain-Enabled Approach for Big Data Processing in Edge Computing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Brain lateralisation feature extraction and ant colony optimisation-bidirectional LSTM network model for emotion recognition.

[BibT_eX]

[DOI]

Woohyun Hwang

Dong-Hyun Kang

IET Signal Process., 2022

MS scheduler: New, scalable, and high-performance sparse AVX-2 parity encoding and decoding technique for erasure-coded cloud storage systems.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2022

Gender recognition using optimal gait feature based on recursive feature elimination in normal walking.

[BibT_eX]

[DOI]

Miran Lee

Joo-Ho Lee

Expert Syst. Appl., 2022

1D Convolutional Autoencoder-Based PPG and GSR Signals for Real-Time Emotion Classification.

[BibT_eX]

[DOI]

Dong-Hyun Kang

IEEE Access, 2022

Federated Learning convergence on IID features via optimized local model parameters.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

2021

GPU-based embedded edge server configuration and offloading for a neural network service.

[BibT_eX]

[DOI]

Joohwan Kim

J. Supercomput., 2021

Federated Learning Using Sparse-Adaptive Model Selection for Embedded Edge Computing.

[BibT_eX]

[DOI]

IEEE Access, 2021

Storing Blockchain Data in Public Storage.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Ubiquitous and Future Networks, 2021

Sparse Feature Learning for Human Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

2020

Lightweight Driver Behavior Identification Model with Sparse Learning on In-Vehicle CAN-BUS Sensor Data.

[BibT_eX]

[DOI]

Sensors, 2020

CaseDB: Lightweight Key-Value Store for Edge Computing Environment.

[BibT_eX]

[DOI]

IEEE Access, 2020

Multimodal Attention Network for Continuous-Time Emotion Recognition Using Video and EEG Signals.

[BibT_eX]

[DOI]

Dong-Yoon Choi

Byung Cheol Song

IEEE Access, 2020

Benchmarking Jetson Platform for 3D Point-Cloud and Hyper-Spectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

2019

EOG-based eye tracking protocol using baseline drift removal algorithm for long-term eye movement detection.

[BibT_eX]

[DOI]

Miran Lee

Expert Syst. Appl., 2019

Energy-aware RAID scheduling methods in distributed storage applications.

[BibT_eX]

[DOI]

Clust. Comput., 2019

CLeveldb: Coalesced Leveldb for Small Data.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Ubiquitous and Future Networks, 2019

2018

GPU-accelerated high-performance encoding and decoding of hierarchical RAID in virtual machines.

[BibT_eX]

[DOI]

J. Supercomput., 2018

EGE: A New Energy-Aware GPU Based Erasure Coding Scheduler for Cloud Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Ubiquitous and Future Networks, 2018

Classification of Both Seizure and Non-Seizure Based on EEG Signals Using Hidden Markov Model.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017

sEMG Signal-Based Lower Limb Human Motion Detection Using a Top and Slope Feature Extraction Algorithm.

[BibT_eX]

[DOI]

Byeong-Hyeon Lee

IEEE Signal Process. Lett., 2017

Energy-aware and intelligent storage features for multimedia devices in smart classroom.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Real-time gait subphase detection using an EMG signal graph matching (ESGM) algorithm based on EMG signals.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

High performance GPU-based parity computing scheduler in storage applications.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2017

2016

Parity Data De-Duplication in All Flash Array-Based OpenStack Cloud Block Storage.

[BibT_eX]

[DOI]

Huiseong Heo

Cheong-Jin Ahn

IEICE Trans. Inf. Syst., 2016

Delta RAID to Enhance Recovery and Small-Write Performance of RAID Storages.

[BibT_eX]

[DOI]

Young-Kuk Kim

Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

EMG signal-based gait phase recognition using a GPES library and ISMF.

[BibT_eX]

[DOI]

Byeong-Hyeon Lee

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Block storage scheduling based on SLA in cloud storage systems.

[BibT_eX]

[DOI]

Byeong-Hyeon Lee

Tae-Geon Song

Proceedings of the Sixth International Conference on Emerging Databases: Technologies, 2016

Hierarchical RAID's parity generation using pass-through GPU in multi virtual-machine environment.

[BibT_eX]

[DOI]

Tae-Gun Song

Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

2015

A human activity recognition system using hmms with gda on enhanced independent component features.

[BibT_eX]

[DOI]

Md. Zia Uddin

Tae-Seong Kim

Int. Arab J. Inf. Technol., 2015

Erasure Codes Encoding Performance Enhancing Techniques Using GPGPU Based Non-sparse Coding Vector in Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2015

2014

User Adaptive and Fair Broadcasting in an Error-prone Environment.

[BibT_eX]

[DOI]

Byoung-Hoon Lee

Sang-Min Lee

Intell. Autom. Soft Comput., 2014

Multiple gait phase recognition using boosted classifiers based on sEMG signal and classification matrix.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014

Energy-aware erasure codes using XOR Reference Matrix for SSD based RAID systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Big Data and Smart Computing, BIGCOMP 2014, 2014

2012

Efficient context-aware selection based on user feedback.

[BibT_eX]

[DOI]

Byoung-Hoon Lee

Khairul Muzzammil Saipullah

IEEE Trans. Consumer Electron., 2012

A robust texture feature extraction using the localized angular phase.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2012

Automatic evaluation of cardiac hypertrophy using cardiothoracic area ratio in chest radiograph images.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2012

EOG based eye movement measure of visual fatigue caused by 2D and 3D displays.

[BibT_eX]

[DOI]

Jae-Hwan Yu

Byoung-Hoon Lee

Khairul Muzzammil Saipullah

Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011

Distance approximation techniques to reduce the dimensionality for multimedia databases.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2011

Rotation invariant texture feature extraction based on Sorted Neighborhood Differences.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

2010

A visual shape descriptor using sectors and shape context of contour lines.

[BibT_eX]

[DOI]

Inf. Sci., 2010

Compromising prioritization from pairwise comparisons considering type I and II errors.

[BibT_eX]

[DOI]

Khairul Muzzammil Saipullah

Kwang-Jae Kim

K. Sam Park

Eur. J. Oper. Res., 2010

Texture feature extraction based on a uniformity estimation method for local brightness and structure in chest CT images.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2010

Robust feature detection based on local variation for image retrieval.

[BibT_eX]

[DOI]

Shao-Hu Peng

Proceedings of the International Conference on Image Processing, 2010

2009

Image Recommendation Algorithm Using Feature-Based Collaborative Filtering.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2009

Robustness indices and robust prioritization in QFD.

[BibT_eX]

[DOI]

Kwang-Jae Kim

Expert Syst. Appl., 2009

Effective defect classification for flat display panel film images.

[BibT_eX]

[DOI]

Proceedings of the 2009 International Conference on Hybrid Information Technology, 2009

2008

A new region filtering and region weighting approach to relevance feedback in content-based image retrieval.

[BibT_eX]

[DOI]

Seung-Hoon Yu

J. Syst. Softw., 2008

Solving local minima problem with large number of hidden nodes on two-layered feed-forward artificial neural networks.

[BibT_eX]

[DOI]

Bumghi Choi

Neurocomputing, 2008

A Support Vector Machine-Based Gender Identification Using Speech Signal.

[BibT_eX]

[DOI]

IEICE Trans. Commun., 2008

2007

Robust QFD: framework and a case study.

[BibT_eX]

[DOI]

Kwang-Jae Kim

Dae-Kee Min

Qual. Reliab. Eng. Int., 2007

Multi-document Summarization Using Weighted Similarity Between Topic and Clustering-Based Non-negative Semantic Feature.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data and Web Management, 2007

Multi-document Summarization Based on Cluster Using Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the SOFSEM 2007: Theory and Practice of Computer Science, 2007

A Hybrid Region Weighting Approach for Relevance Feedback in Region-Based Image Search on the Web.

[BibT_eX]

[DOI]

Jae-Won Song

Proceedings of the SOFSEM 2007: Theory and Practice of Computer Science, 2007

Effective Pattern Similarity Match for Multidimensional Sequence Data Sets.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2007

Similarity Measurement of XML Documents Based on Structure and Contents.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Effective Spatial Characterization System Using Density-Based Clustering.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Spatial Clustering Based on Moving Distance in the Presence of Obstacles.

[BibT_eX]

[DOI]

Sang Ho Park

Proceedings of the Advances in Databases: Concepts, 2007

2006

Relevance Feedback Using Adaptive Clustering for Region Based Image Similarity Retrieval.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Estimating the Number of Clusters Using Multivariate Location Test Statistics.

[BibT_eX]

[DOI]

Kyungmee Choi

Taeryon Choi

Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

Search Method of Time Sensitive Frequent Itemsets in Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2006

2005

Relevance feedback using adaptive clustering for image similarity retrieval.

[BibT_eX]

[DOI]

Kobus Barnard

J. Syst. Softw., 2005

Automatic Generation of the Initial Query Set for CBIR on the Mobile Web.

[BibT_eX]

[DOI]

Chan Young Kim

Yoon Ho Cho

Proceedings of the Advances in Multimedia Information Processing, 2005

2004

VISCORS: A Visual-Content Recommender for the Mobile Web.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2004

Personalized Image Recommendation in the Mobile Internet.

[BibT_eX]

[DOI]

Yoon Ho Cho

Chan Young Kim

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

2003

Collection fusion using Bayesian estimation of a linear regression model in image databases on the Web.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2003

Qcluster: Relevance Feedback Using Adaptive Clustering for Content-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

2002

Heterogeneous image database selection on the Web.

[BibT_eX]

[DOI]

J. Syst. Softw., 2002

2000

Distributed similarity search algorithm in distributed heterogeneous multimedia databases.

[BibT_eX]

[DOI]

Inf. Process. Lett., 2000

Similarity Search for Multidimensional Data Sequences.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

1999

Multi-dimensional Selectivity Estimation Using Compressed Histogram Information.

[BibT_eX]

[DOI]