Deok-Hwan Kim

Orcid: 0000-0002-6048-9392

Affiliations:
  • Inha University, Incheon, South Korea
  • Korea Advanced Institute of Science and Technology, Daejeon, South Korea (PhD 2003)


According to our database1, Deok-Hwan Kim authored at least 76 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

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Bibliography

2024
Self-attention deep ConvLSTM with sparse-learned channel dependencies for wearable sensor-based human activity recognition.
Neurocomputing, February, 2024

Beyond superficial emotion recognition: Modality-adaptive emotion recognition system.
Expert Syst. Appl., January, 2024

2023
Data Modifications in Blockchain Architecture for Big-Data Processing.
Sensors, October, 2023

Proactive Fault Diagnosis of a Radiator: A Combination of Gaussian Mixture Model and LSTM Autoencoder.
Sensors, October, 2023

Data Collection Framework Using a Lightweight Blockchain.
Proceedings of the International Conference on Electronics, Information, and Communication, 2023

2022
Blockchain-Enabled Approach for Big Data Processing in Edge Computing.
IEEE Internet Things J., 2022

Brain lateralisation feature extraction and ant colony optimisation-bidirectional LSTM network model for emotion recognition.
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.
Future Gener. Comput. Syst., 2022

Gender recognition using optimal gait feature based on recursive feature elimination in normal walking.
Expert Syst. Appl., 2022

1D Convolutional Autoencoder-Based PPG and GSR Signals for Real-Time Emotion Classification.
IEEE Access, 2022

Federated Learning convergence on IID features via optimized local model parameters.
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.
J. Supercomput., 2021

Federated Learning Using Sparse-Adaptive Model Selection for Embedded Edge Computing.
IEEE Access, 2021

Storing Blockchain Data in Public Storage.
Proceedings of the Twelfth International Conference on Ubiquitous and Future Networks, 2021

Sparse Feature Learning for Human Activity Recognition.
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.
Sensors, 2020

CaseDB: Lightweight Key-Value Store for Edge Computing Environment.
IEEE Access, 2020

Multimodal Attention Network for Continuous-Time Emotion Recognition Using Video and EEG Signals.
IEEE Access, 2020

Benchmarking Jetson Platform for 3D Point-Cloud and Hyper-Spectral Image Classification.
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.
Expert Syst. Appl., 2019

Energy-aware RAID scheduling methods in distributed storage applications.
Clust. Comput., 2019

CLeveldb: Coalesced Leveldb for Small Data.
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.
J. Supercomput., 2018

EGE: A New Energy-Aware GPU Based Erasure Coding Scheduler for Cloud Storage Systems.
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.
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.
IEEE Signal Process. Lett., 2017

Energy-aware and intelligent storage features for multimedia devices in smart classroom.
Multim. Tools Appl., 2017

Real-time gait subphase detection using an EMG signal graph matching (ESGM) algorithm based on EMG signals.
Expert Syst. Appl., 2017

High performance GPU-based parity computing scheduler in storage applications.
Concurr. Comput. Pract. Exp., 2017

2016
Parity Data De-Duplication in All Flash Array-Based OpenStack Cloud Block Storage.
IEICE Trans. Inf. Syst., 2016

Delta RAID to Enhance Recovery and Small-Write Performance of RAID Storages.
Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

EMG signal-based gait phase recognition using a GPES library and ISMF.
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.
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.
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.
Int. Arab J. Inf. Technol., 2015

Erasure Codes Encoding Performance Enhancing Techniques Using GPGPU Based Non-sparse Coding Vector in Storage Systems.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2015

2014
User Adaptive and Fair Broadcasting in an Error-prone Environment.
Intell. Autom. Soft Comput., 2014

Multiple gait phase recognition using boosted classifiers based on sEMG signal and classification matrix.
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.
Proceedings of the International Conference on Big Data and Smart Computing, BIGCOMP 2014, 2014

2012
Efficient context-aware selection based on user feedback.
IEEE Trans. Consumer Electron., 2012

A robust texture feature extraction using the localized angular phase.
Multim. Tools Appl., 2012

Automatic evaluation of cardiac hypertrophy using cardiothoracic area ratio in chest radiograph images.
Comput. Methods Programs Biomed., 2012

EOG based eye movement measure of visual fatigue caused by 2D and 3D displays.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011
Distance approximation techniques to reduce the dimensionality for multimedia databases.
Knowl. Inf. Syst., 2011

Rotation invariant texture feature extraction based on Sorted Neighborhood Differences.
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.
Inf. Sci., 2010

Compromising prioritization from pairwise comparisons considering type I and II errors.
Eur. J. Oper. Res., 2010

Texture feature extraction based on a uniformity estimation method for local brightness and structure in chest CT images.
Comput. Biol. Medicine, 2010

Robust feature detection based on local variation for image retrieval.
Proceedings of the International Conference on Image Processing, 2010

2009
Image Recommendation Algorithm Using Feature-Based Collaborative Filtering.
IEICE Trans. Inf. Syst., 2009

Robustness indices and robust prioritization in QFD.
Expert Syst. Appl., 2009

Effective defect classification for flat display panel film images.
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.
J. Syst. Softw., 2008

Solving local minima problem with large number of hidden nodes on two-layered feed-forward artificial neural networks.
Neurocomputing, 2008

A Support Vector Machine-Based Gender Identification Using Speech Signal.
IEICE Trans. Commun., 2008

2007
Robust QFD: framework and a case study.
Qual. Reliab. Eng. Int., 2007

Multi-document Summarization Using Weighted Similarity Between Topic and Clustering-Based Non-negative Semantic Feature.
Proceedings of the Advances in Data and Web Management, 2007

Multi-document Summarization Based on Cluster Using Non-negative Matrix Factorization.
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.
Proceedings of the SOFSEM 2007: Theory and Practice of Computer Science, 2007

Effective Pattern Similarity Match for Multidimensional Sequence Data Sets.
Proceedings of the Computational Science, 2007

Similarity Measurement of XML Documents Based on Structure and Contents.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Effective Spatial Characterization System Using Density-Based Clustering.
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.
Proceedings of the Advances in Databases: Concepts, 2007

2006
Relevance Feedback Using Adaptive Clustering for Region Based Image Similarity Retrieval.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Estimating the Number of Clusters Using Multivariate Location Test Statistics.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

Search Method of Time Sensitive Frequent Itemsets in Data Streams.
Proceedings of the Progress in Pattern Recognition, 2006

2005
Relevance feedback using adaptive clustering for image similarity retrieval.
J. Syst. Softw., 2005

Automatic Generation of the Initial Query Set for CBIR on the Mobile Web.
Proceedings of the Advances in Multimedia Information Processing, 2005

2004
VISCORS: A Visual-Content Recommender for the Mobile Web.
IEEE Intell. Syst., 2004

Personalized Image Recommendation in the Mobile Internet.
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.
Inf. Process. Manag., 2003

Qcluster: Relevance Feedback Using Adaptive Clustering for Content-Based Image Retrieval.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

2002
Heterogeneous image database selection on the Web.
J. Syst. Softw., 2002

2000
Distributed similarity search algorithm in distributed heterogeneous multimedia databases.
Inf. Process. Lett., 2000

Similarity Search for Multidimensional Data Sequences.
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.
Proceedings of the SIGMOD 1999, 1999


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