Publications

Publications

International Journal

MMDCP: Mutil-Modal Dental Caries Prediction for Decision Support System Using Deep Learning

Ngnamsie Njimbouom, Soualihou, Kwonwoo Lee, and Jeong-Dong Kim.

International Journal of Environmental Research and Public Health, 2022

https://doi.org/10.3390/ijerph191710928

DCP: Prediction of Dental Caries Using Machine Learning in Personalized Medicine

In-Ae Kang, Ngnamsie Njimbouom, Soualihou, Kyung-Oh Lee, and Jeong-Dong Kim

Applied Sciences, 2022

https://doi.org/10.3390/app12063043

AMR-CNN: Abstract Meaning Representation with Convolution Neural Network for Toxic Content Detection

Eraml Elbasani, and Jeong-Dong Kim

Journal of Web Engineering, 2022

https://doi.org/10.13052/jwe1540-9589.2135

GCRNN: graph convolutional recurrent neural network for compound-protein interaction prediction

Eraml Elbasani, Soualihou Ngnamsie Njimbouom, Tae-Jin Oh, Eung-Hee Kim, Hyun Lee and Jeong-Dong Kim

BMC Bioinformatics, 2022

https://doi.org/10.1186/s12859-022-04560-x

Prediction of trehalose-metabolic pathway and comparative analysis of KEGG, MetaCyc, and RAST database based on complete genome of Variovorax sp. PAMC28711

Prasansah Shrestha, Min-su Kim, Eraml Elbasani, Jeong-Dong Kim, and Tae-Jin Oh

BMC Genomic Data, 2022

https://doi.org/10.1186/s12863-021-01020-y

LLAD: Life-Log Anomaly Detection Based on Recurrent Neural Network LSTM

Eraml Elbasani, and Jeong-Dong Kim

Journal of Healthcare Engineering, 2021

https://doi.org/10.1155/2021/9929403

A Study for Accelerating of Convolution Operations Based on Multiple GPUs with MPI

Boseon Hong, Geunmo Kim, Sungmin Kim, Jeong-Dong Kim, and Bongjae Kim

Advances in Computer Science and Ubiquitous Computing, Lecture Notes in Electrical Engineering , 2021

https://doi.org/10.1007/978-981-15-9343-7_19

PCA and K-means Based Genome Analysis for Hymenobacter sp. PAMC26628

Ermal Elbasani, So-Ra Han, Tae-Jin Oh, Bongjae Kim, and Jeong-Dong Kim

Advances in Computer Science and Ubiquitous Computing, Lecture Notes in Electrical Engineering, 2021

https://doi.org/10.1007/978-981-15-9343-7_13

Deep Learning-Based Experimentation for Predicting Secondary Structure of Amino Acid Sequence

Syntia Widyayuningtias Putri Listio, Ermal Elbasani, Tae-Jin Oh, Bongjae Kim, and Jeong-Dong Kim

Advances in Computer Science and Ubiquitous Computing, Lecture Notes in Electrical Engineering, 2021

https://doi.org/10.1007/978-981-15-9343-7_8

Design and Implementation of Real-Time Vehicle Recognition and Detection System Based on YOLO

Hyeonmoo Jeon, Gilwoo Lee, Byeongcheol Jeong, Jae sung Choi, Jeong-Dong Kim, and Bongjae Kim

Advances in Computer Science and Ubiquitous Computing, Lecture Notes in Electrical Engineering, 2021

https://doi.org/10.1007/978-981-15-9343-7_4

Graph and Convolution Recurrent Neural Networks for Protein-Compound Interaction Prediction

Ermal Elbasani, and Jeong-Dong Kim

Advances Multimedia and Ubiquitous Engineering, Lecture Notes in Electrical Engineering, 2020

https://doi.org/10.1007/978-981-15-9309-3_13

Experimentation of Human Activity Recognition by Using Accelerometer Data Based on LSTM

Phataratah Sa-nguannarm, Ermal Elbasani, Bongjae Kim, Eung-Hee Kim and Jeong-Dong Kim

Advances Multimedia and Ubiquitous Engineering, Lecture Notes in Electrical Engineering, 2020

https://doi.org/10.1007/978-981-15-9309-3_12

Deep Learning-Based Algorithm for Object Identification in Multimedia

Sangkyun Ko, Bongjae Kim, and KimJeong-Dong Kim

Advances in Computer Science and Ubiquitous Computing, Lecture Notes in Electrical Engineering, 2019

https://doi.org/10.1007/978-981-13-9341-9_87

Automatic Computing Device Selection Scheme Between CPU and GPU for Enhancing the Computation Efficiency

Geunmo Kim, Sungmin Kim, Jinsung Cho, Jeong-Dong Kim, and Bongjae Kim

Advances Multimedia and Ubiquitous Engineering, Lecture Notes in Electrical Engineering, 2020

https://doi.org/10.1007/978-981-15-9309-3_11

Computation Efficiency Analysis of Multiple GPUs and Multiple CPUs Based Cluster Computing Environments

Bongjae Kim, Boseon Hong, and Jeong-Dong Kim

Advances in Computer Science and Ubiquitous Computing, Lecture Notes in Electrical Engineering, 2019

https://doi.org/10.1007/978-981-13-9341-9_71

A DEvelopment of Adolescent Depression Screening Using Naive Bayes Classifier Algorithm

Samuel Garbo, Ha-Hyeong Kim, Syntia Widyayuningtias Putri Listio, Ermal Elbasani, Hye-Sun Ahn, and Jeong-Dong Kim

Advances in Computer Science and Ubiquitous Computing, Lecture Notes in Electrical Engineering, 2019

https://doi.org/10.1007/978-981-13-9341-9_88

Study on development of Common Criteria for Internet Ethics Index Measurement

김정동,박정호,이영한

international journal of pure and applied mathematics, 2018

IoT-Based VR Service Model to Improve Exercise Capacity

김정동,박민규,기도현,조범희,이길원,김봉재

Lecture Notes in Electrical Engineering, 2017

https://doi.org/10.1007/978-981-10-7605-3_166

Design and Implementation of a Wearable Device for the Blind by Using Deep Learning Based Object Recognition

김정동,김봉재,서현태

Lecture Notes in Electrical Engineering, 2017

https://doi.org/10.1007/978-981-10-7605-3_161

Implementation of Recommender System based on Personalized Search using Intimacy in SNS

김정동,김봉재,박정호

Lecture Notes in Electrical Engineering, 2016

https://doi.org/10.1007/978-981-10-3023-9_111

Dynamic QoS Scheme for InfiniBand-based Clusters

김정동,김봉재

Lecture Notes in Electrical Engineering, 2016

https://doi.org/10.1007/978-981-10-3023-9_88

A Social Learning Management System Supporting Feedback for Incorrect Answers based on Social Network Services

Son, J (Son, Jiseong),Kim, JD (Kim, Jeong-Dong),Na, HS (Na, Hong-Seok),Baik, DK (Baik, Doo-Kwon)

EDUCATIONAL TECHNOLOGY SOCIETY, 2016

https://www.jstor.org/stable/jeductechsoci.19.2.245

Dynamic access control model for privacy preserving personalized healthcare in cloud environment

Son J.,Kim J.-D.,Na H.-S.,Baik D.-K.

Technology and Health Care, 2015

https://doi.org/10.3233/THC-151059

Life data monitoring and analysis model for personalized healthcare

Kim J.-D.,Na H.-S.,Hwang S.-H.,In H.P.,Baik D.-K.

Technology and Health Care, 2015

https://doi.org/10.3233/THC-151051

A FCA-based Framework for Discovering Hidden Knowledge from Twitter Content

황석형,백두권,김정동

Advanced Science Letters, 2015

https://www.earticle.net/Article/A268885

Common Neighbour Similarity-based Approach to Support Intimacy Measurement in Social Networks

김정동,백두권,설광수

JOURNAL OF INFORMATION SCIENCE, 2015

https://doi.org/10.1177/0165551515589230

FCA-based Data Analysis for Discovering Association Rules in Social Network Service

김정동,황석형,백두권

Applied Mechanics and Materials, 2015

https://doi.org/10.4028/www.scientific.net/AMM.764-765.910

A storage-independent model for SPARQL-to-SQL translation algorithms

김정동,손지성,백두권

Applied Mechanics and Materials, 2015

https://doi.org/10.4028/www.scientific.net/AMM.764-765.796

Ontology Integration Framework based on XMDR+

김정동,인호,황석형,백두권

Applied Mechanics and Materials, 2015

https://doi.org/10.4028/www.scientific.net/AMM.764-765.936

CBDAC: Context-Based Dynamic Access Control Model Using Intuitive 5W1H for Ubiquitous Sensor Network

Son, J (Son, Jiseong),Kim, JD (Kim, Jeong-Dong),Na, HS (Na, Hong-Seok),Baik, DK (Baik, Doo-Kwon)

INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2015

https://doi.org/10.1155/2015/836546

Model for independent use of web ontology storage of SPARQL-to-SQL translation algorithms

Son, J (Son, J.),Kim, JD (Kim, J. -D.),Baik, DK (Baik, D. -K.)

SCIENTIA IRANICA, 2015

http://scientiairanica.sharif.edu/article_3767.html

PA-DHK: Polarity analysis for discovering hidden knowledge

Kim, JD (Kim, J. -D.),Son, J (Son, J.),In, HP (In, H. Peter),Hwang, SH (Hwang, S. -H.),Lee, H (Lee, H.),Baik, DK (Baik, D. -K.)

SCIENTIA IRANICA, 2015

https://www.proquest.com/openview/08c9404dbc04606c4fa6b5f96ad35922/1?cbl=54701&pq-origsite=gscholar&parentSessionId=rBxlm5iouxb7oO%2FX958vOzfX2Z%2BaZiuzXKJ7QKYm7dI%3D

CA(5W1H)Onto: Ontological Context-Aware Model Based on 5W1H

Kim, JD (Kim, Jeong-Dong),Son, J (Son, Jiseong),Baik, DK (Baik, Doo-Kwon)

INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2012

https://doi.org/10.1155/2012/247346

Social network service-based impact analysis of customer requirements

Kim, N.-H.,Seo, D.-M.,Lee, D.-H.,Kim, J.-D.,In, J.S.

International Journal of Multimedia and Ubiquitous Engineering, 2012

https://www.earticle.net/Article/A202230

XMDR+: An Extended XMDR Model for Supporting Diverse Ontological Relations

Kim, JD (Kim, Jeong-Dong),Son, J (Son, Jiseong),Baik, DK (Baik, Doo-Kwon)

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2012

https://search.ieice.org/bin/summary.php?id=e94-d_3_515

International Conference

Pre-Trained Network-Based Transfer Learning for Tire Prediction

Candra Zonyfar, and Jeong-Dong Kim