Deok-Hwan Kim

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 37

Top Topics

Sparse Learning

Activity Recognition

Top Venues

Expert Syst. Appl.

Publications

Shan Ullah, Mehdi Pirahandeh, Deok-Hwan Kim
Self-attention deep ConvLSTM with sparse-learned channel dependencies for wearable sensor-based human activity recognition. Neurocomputing 571 (2024)
Shan Ullah, Deok-Hwan Kim
An Optimized EMG Encoder to Minimize Soft Speech Loss for Speech to EMG Conversions. BigComp (2024)
Dohee Kang, Dae Ha Kim, Donghyun Kang, Taein Kim, Bowon Lee, Deok-Hwan Kim, Byung Cheol Song
Beyond superficial emotion recognition: Modality-adaptive emotion recognition system. Expert Syst. Appl. 235 (2024)
Khikmatullo Tulkinbekov, Deok-Hwan Kim
Data Collection Framework Using a Lightweight Blockchain. ICEIC (2023)
Jeong-Geun Lee, Deok-Hwan Kim, Jang Hyun Lee
Proactive Fault Diagnosis of a Radiator: A Combination of Gaussian Mixture Model and LSTM Autoencoder. Sensors 23 (21) (2023)
Khikmatullo Tulkinbekov, Deok-Hwan Kim
Data Modifications in Blockchain Architecture for Big-Data Processing. Sensors 23 (21) (2023)
Shan Ullah, Deok-Hwan Kim
Federated Learning convergence on IID features via optimized local model parameters. BigComp (2022)
Miran Lee, Joo-Ho Lee, Deok-Hwan Kim
Gender recognition using optimal gait feature based on recursive feature elimination in normal walking. Expert Syst. Appl. 189 (2022)
Dong-Hyun Kang, Deok-Hwan Kim
1D Convolutional Autoencoder-Based PPG and GSR Signals for Real-Time Emotion Classification. IEEE Access 10 (2022)
Khikmatullo Tulkinbekov, Deok-Hwan Kim
Blockchain-Enabled Approach for Big Data Processing in Edge Computing. IEEE Internet Things J. 9 (19) (2022)
Mehdi Pirahandeh, Deok-Hwan Kim
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. 126 (2022)
Woohyun Hwang, Dong-Hyun Kang, Deok-Hwan Kim
Brain lateralisation feature extraction and ant colony optimisation-bidirectional LSTM network model for emotion recognition. IET Signal Process. 16 (1) (2022)
Khikmatullo Tulkinbekov, Deok-Hwan Kim
Storing Blockchain Data in Public Storage. ICUFN (2021)
Joohwan Kim, Shan Ullah, Deok-Hwan Kim
GPU-based embedded edge server configuration and offloading for a neural network service. J. Supercomput. 77 (8) (2021)
Shan Ullah, Deok-Hwan Kim
Sparse Feature Learning for Human Activity Recognition. BigComp (2021)
Shan Ullah, Deok-Hwan Kim
Federated Learning Using Sparse-Adaptive Model Selection for Embedded Edge Computing. IEEE Access 9 (2021)
Shan Ullah, Deok-Hwan Kim
Lightweight Driver Behavior Identification Model with Sparse Learning on In-Vehicle CAN-BUS Sensor Data. Sensors 20 (18) (2020)
Shan Ullah, Deok-Hwan Kim
Benchmarking Jetson Platform for 3D Point-Cloud and Hyper-Spectral Image Classification. BigComp (2020)
Khikmatullo Tulkinbekov, Deok-Hwan Kim
CaseDB: Lightweight Key-Value Store for Edge Computing Environment. IEEE Access 8 (2020)
Dong-Yoon Choi, Deok-Hwan Kim, Byung Cheol Song
Multimodal Attention Network for Continuous-Time Emotion Recognition Using Video and EEG Signals. IEEE Access 8 (2020)
Jae-Hwan Ryu, Miran Lee, Deok-Hwan Kim
EOG-based eye tracking protocol using baseline drift removal algorithm for long-term eye movement detection. Expert Syst. Appl. 131 (2019)
Khikmatullo Tulkinbekov, Mehdi Pirahandeh, Deok-Hwan Kim
CLeveldb: Coalesced Leveldb for Small Data. ICUFN (2019)
Mehdi Pirahandeh, Deok-Hwan Kim
Energy-aware RAID scheduling methods in distributed storage applications. Clust. Comput. 22 (2) (2019)
Miran Lee, Inchan Youn, Jae-Hwan Ryu, Deok-Hwan Kim
Classification of Both Seizure and Non-Seizure Based on EEG Signals Using Hidden Markov Model. BigComp (2018)
Mehdi Pirahandeh, Deok-Hwan Kim
EGE: A New Energy-Aware GPU Based Erasure Coding Scheduler for Cloud Storage Systems. ICUFN (2018)
Tae-Geon Song, Mehdi Pirahandeh, Cheong-Jin Ahn, Deok-Hwan Kim
GPU-accelerated high-performance encoding and decoding of hierarchical RAID in virtual machines. J. Supercomput. 74 (11) (2018)
Mehdi Pirahandeh, Deok-Hwan Kim
Energy-aware and intelligent storage features for multimedia devices in smart classroom. Multim. Tools Appl. 76 (1) (2017)
Jae-Hwan Ryu, Byeong-Hyeon Lee, Deok-Hwan Kim
sEMG Signal-Based Lower Limb Human Motion Detection Using a Top and Slope Feature Extraction Algorithm. IEEE Signal Process. Lett. 24 (7) (2017)
Mehdi Pirahandeh, Deok-Hwan Kim
High performance GPU-based parity computing scheduler in storage applications. Concurr. Comput. Pract. Exp. 29 (4) (2017)
Jae-Hwan Ryu, Deok-Hwan Kim
Real-time gait subphase detection using an EMG signal graph matching (ESGM) algorithm based on EMG signals. Expert Syst. Appl. 85 (2017)
Byeong-Hyeon Lee, Tae-Geon Song, Deok-Hwan Kim
Block storage scheduling based on SLA in cloud storage systems. EDB (2016)
Huiseong Heo, Cheong-Jin Ahn, Deok-Hwan Kim
Parity Data De-Duplication in All Flash Array-Based OpenStack Cloud Block Storage. IEICE Trans. Inf. Syst. (5) (2016)
Jae-Hwan Ryu, Byeong-Hyeon Lee, Deok-Hwan Kim
EMG signal-based gait phase recognition using a GPES library and ISMF. EMBC (2016)
Tae-Gun Song, Mehdi Pirahandeh, Deok-Hwan Kim
Hierarchical RAID's parity generation using pass-through GPU in multi virtual-machine environment. BigComp (2016)
Mehdi Pirahandeh, Young-Kuk Kim, Deok-Hwan Kim
Delta RAID to Enhance Recovery and Small-Write Performance of RAID Storages. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Kwangsoo Lee, Huiseong Heo, Teagun Song, Deok-Hwan Kim
Erasure Codes Encoding Performance Enhancing Techniques Using GPGPU Based Non-sparse Coding Vector in Storage Systems. CSA/CUTE (2015)
Md. Zia Uddin, Deok-Hwan Kim, Tae-Seong Kim
A human activity recognition system using hmms with gda on enhanced independent component features. Int. Arab J. Inf. Technol. 12 (3) (2015)
Byoung-Hoon Lee, Deok-Hwan Kim, Sang-Min Lee
User Adaptive and Fair Broadcasting in an Error-prone Environment. Intell. Autom. Soft Comput. 20 (3) (2014)
Mehdi Pirahandeh, Deok-Hwan Kim
Energy-aware erasure codes using XOR Reference Matrix for SSD based RAID systems. BigComp (2014)
Jae-Hwan Ryu, Deok-Hwan Kim
Multiple gait phase recognition using boosted classifiers based on sEMG signal and classification matrix. ICUIMC (2014)
Byoung-Hoon Lee, Deok-Hwan Kim
Efficient context-aware selection based on user feedback. IEEE Trans. Consumer Electron. 58 (3) (2012)
Jae-Hwan Yu, Byoung-Hoon Lee, Deok-Hwan Kim
EOG based eye movement measure of visual fatigue caused by 2D and 3D displays. BHI (2012)
Muhammad A. Hasan, Seok-Lyong Lee, Deok-Hwan Kim, Myung-Kwan Lim
Automatic evaluation of cardiac hypertrophy using cardiothoracic area ratio in chest radiograph images. Comput. Methods Programs Biomed. 105 (2) (2012)
Khairul Muzzammil Saipullah, Deok-Hwan Kim
A robust texture feature extraction using the localized angular phase. Multim. Tools Appl. 59 (3) (2012)
Khairul Muzzammil Saipullah, Deok-Hwan Kim, Seok-Lyong Lee
Rotation invariant texture feature extraction based on Sorted Neighborhood Differences. ICME (2011)
Yongkwon Kim, Chin-Wan Chung, Seok-Lyong Lee, Deok-Hwan Kim
Distance approximation techniques to reduce the dimensionality for multimedia databases. Knowl. Inf. Syst. 28 (1) (2011)
Shao-Hu Peng, Deok-Hwan Kim, Seok-Lyong Lee, Myung-Kwan Lim
Texture feature extraction based on a uniformity estimation method for local brightness and structure in chest CT images. Comput. Biol. Medicine 40 (11-12) (2010)
Shao-Hu Peng, Khairul Muzzammil Saipullah, Deok-Hwan Kim
Robust feature detection based on local variation for image retrieval. ICIP (2010)
Deok-Hwan Kim, Kwang-Jae Kim, K. Sam Park
Compromising prioritization from pairwise comparisons considering type I and II errors. Eur. J. Oper. Res. 204 (2) (2010)
Shao-Hu Peng, Deok-Hwan Kim, Seok-Lyong Lee, Chin-Wan Chung
A visual shape descriptor using sectors and shape context of contour lines. Inf. Sci. 180 (16) (2010)
Deok-Hwan Kim, Kwang-Jae Kim
Robustness indices and robust prioritization in QFD. Expert Syst. Appl. 36 (2) (2009)
Deok-Hwan Kim
Image Recommendation Algorithm Using Feature-Based Collaborative Filtering. IEICE Trans. Inf. Syst. (3) (2009)
Chung-Ho Noh, Seok-Lyong Lee, Deok-Hwan Kim, Chin-Wan Chung
Effective defect classification for flat display panel film images. ICHIT (2009)
Deok-Hwan Kim, Seung-Hoon Yu
A new region filtering and region weighting approach to relevance feedback in content-based image retrieval. J. Syst. Softw. 81 (9) (2008)
Kye-Hwan Lee, Sang-Ick Kang, Deok-Hwan Kim, Joon-Hyuk Chang
A Support Vector Machine-Based Gender Identification Using Speech Signal. IEICE Trans. Commun. (10) (2008)
Bumghi Choi, Ju-Hong Lee, Deok-Hwan Kim
Solving local minima problem with large number of hidden nodes on two-layered feed-forward artificial neural networks. Neurocomputing 71 (16-18) (2008)
Seok-Lyong Lee, Deok-Hwan Kim
Effective Pattern Similarity Match for Multidimensional Sequence Data Sets. International Conference on Computational Science (1) (2007)
Deok-Hwan Kim, Jae-Won Song, Ju-Hong Lee
A Hybrid Region Weighting Approach for Relevance Feedback in Region-Based Image Search on the Web. SOFSEM (1) (2007)
Sun Park, Ju-Hong Lee, Deok-Hwan Kim, Chan-Min Ahn
Multi-document Summarization Using Weighted Similarity Between Topic and Clustering-Based Non-negative Semantic Feature. APWeb/WAIM (2007)
Tae-Soon Kim, Ju-Hong Lee, Jae-Won Song, Deok-Hwan Kim
Similarity Measurement of XML Documents Based on Structure and Contents. International Conference on Computational Science (3) (2007)
Sun Park, Ju-Hong Lee, Deok-Hwan Kim, Chan-Min Ahn
Multi-document Summarization Based on Cluster Using Non-negative Matrix Factorization. SOFSEM (1) (2007)
Chan-Min Ahn, Jae-Hyun You, Ju-Hong Lee, Deok-Hwan Kim
Effective Spatial Characterization System Using Density-Based Clustering. International Conference on Computational Science (2) (2007)
Kwang-Jae Kim, Deok-Hwan Kim, Dae-Kee Min
Robust QFD: framework and a case study. Qual. Reliab. Eng. Int. 23 (1) (2007)
Sang Ho Park, Ju-Hong Lee, Deok-Hwan Kim
Spatial Clustering Based on Moving Distance in the Presence of Obstacles. DASFAA (2007)
Deok-Hwan Kim, Seok-Lyong Lee
Relevance Feedback Using Adaptive Clustering for Region Based Image Similarity Retrieval. PRICAI (2006)
Kyungmee Choi, Deok-Hwan Kim, Taeryon Choi
Estimating the Number of Clusters Using Multivariate Location Test Statistics. FSKD (2006)
Tae-Su Park, Ju-Hong Lee, Sang Ho Park, Bumghi Choi, Deok-Hwan Kim
Search Method of Time Sensitive Frequent Itemsets in Data Streams. CIARP (2006)
Deok-Hwan Kim, Chan Young Kim, Yoon Ho Cho
Automatic Generation of the Initial Query Set for CBIR on the Mobile Web. PCM (1) (2005)
Deok-Hwan Kim, Chin-Wan Chung, Kobus Barnard
Relevance feedback using adaptive clustering for image similarity retrieval. J. Syst. Softw. 78 (1) (2005)
Yoon Ho Cho, Chan Young Kim, Deok-Hwan Kim
Personalized Image Recommendation in the Mobile Internet. PRICAI (2004)
Chan Young Kim, Jae Kyu Lee, Yoon Ho Cho, Deok-Hwan Kim
VISCORS: A Visual-Content Recommender for the Mobile Web. IEEE Intell. Syst. 19 (6) (2004)
Deok-Hwan Kim, Chin-Wan Chung
Collection fusion using Bayesian estimation of a linear regression model in image databases on the Web. Inf. Process. Manag. 39 (2) (2003)
Deok-Hwan Kim, Chin-Wan Chung
Qcluster: Relevance Feedback Using Adaptive Clustering for Content-Based Image Retrieval. SIGMOD Conference (2003)
Deok-Hwan Kim, Seok-Lyong Lee, Chin-Wan Chung
Heterogeneous image database selection on the Web. J. Syst. Softw. 64 (2) (2002)
Ju-Hong Lee, Deok-Hwan Kim, Seok-Lyong Lee, Chin-Wan Chung, Guang-Ho Cha
Distributed similarity search algorithm in distributed heterogeneous multimedia databases. Inf. Process. Lett. 75 (1-2) (2000)
Seok-Lyong Lee, Seok-Ju Chun, Deok-Hwan Kim, Ju-Hong Lee, Chin-Wan Chung
Similarity Search for Multidimensional Data Sequences. ICDE (2000)
Ju-Hong Lee, Deok-Hwan Kim, Chin-Wan Chung
Multi-dimensional Selectivity Estimation Using Compressed Histogram Information. SIGMOD Conference (1999)