International Journal

1.    Candra Zonyfar, Soualihou Ngnamsie Njimbouom, Jeong-Dong Kim, "An improved graph transformer neural network with attention pooling for reliably predicting CYP450 inhibitors", Journal of Cheminformatics, BMC Springer Nature, Vol.16, No.119, pp.1-18, ISSN: 1758-2946, doi: https://doi.org/10.1186/s13321-024-00915-z. (Corresponding author) [ IF: 7.1]

2.    Kwon Woo Lee, Soualihou Ngnamsie Njimbouoma, Jae Sung Choi c, Jeong-Dong Kim, " Cursive character prediction using a deep learning model”. Technology and Healthcare. Vol., No., pp., ISSN: 0928-7329, doi: 2024. (Corresponding authors: Jeong-Dong Kim and Jae Sung Choi) [ IF: 1.4] (Submitted)

3.   Soualihou Ngnamsie Njimbouom, Kwonwoo Lee, Jeong-Dong Kim. “MANSHIP: Mobile-based Assistive Notification Service for Hearing-Impaired People using a Hybrid Deep Learning Model”. Technology and Health Care, IOS Press, Vol., No., pp., ISSN: 0928-7329, doi:, 2024. (Corresponding Author) [IF: 1.4] (Accepted)

4.   Gelany Aly Abdelkader and Jeong-Dong Kim, "Advances in Protein‒Ligand Binding Affinity Prediction via Deep Learning: A Comprehensive Study of Datasets, Data Preprocessing Techniques, and Model Architectures", Journal of Current Drug Targets, Bentham Science, Vol.2024, No.25, pp.1041-1064, ISSN:1389-4501, doi: 10.2174/0113894501330963240905083020. (Corresponding Author). [ IF: 3.0]

5.   Soualihou Ngnamsie Njimbouom, and Jeong-Dong Kim, "MuMCyp_Net: A multimodal neural network for the prediction of Cyp450 inhibition” Expert Systems with Applications, ELSEVIER, Vol.255 , pp.1-14, ISSN:1873-6793, doi.org/10.1016/j.eswa.2024.124703 , 2024. (Corresponding Author). [ IF: 7.5]

6.   S. N. Njimbouom, J. -D. Kim, C. Zonyfar, H. Lee, T. Lee and J. -B. Lee, "An ensemble learning-based machine learning with voting mechanism for chronic disease prediction," 2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), Victoria, Seychelles, 2024, pp. 1-6, doi: 10.1109/ACDSA59508.2024.10467844. (SCOPUS ?) (Corresponding Author).

7.   Gloria Geine Paendong, Soualihou Ngnamsie Njimbouom, Candra Zonyfar and Jeong-Dong Kim, “ERL-ProLiGraph: Enhanced Representation Learning on Protein-Ligand Graph Structured Data for Binding Affinity Prediction”, Molecular Informatics, Wiley, Vol. , No. , pp. , ISSN:1868-1743, , doi: , 2024. (Corresponding Author). [ IF: 3.6]

8.   Jung-Been Lee, Taek Lee, and Jeong-Dong Kim, "Developing a plogging activity tracking app using deep learning for image recognition”, International Journal of Advanced and Applied Science, Vol.11, No.4, pp. , ISSN: 2313-626X, , doi: , 2024. SCOPUS.

9.   Candra Zonyfar, and Jeong-Dong Kim, "CAB-Net: Convolutional Attention BLSTM Network for Enhanced Leukocyte Classification" International Journal of Imaging Systems and Technology, Wiley, Vol.34, No.2, pp.1~15, ISSN:1098-1098, doi: https://doi.org/10.1002/ima.23065, March 2024. (Corresponding Author). [ IF: 3.3]

10.  Candra Zonyfar, Jung-Been Lee, and Jeong-Dong Kim, "HCNN-LSTM: Hybrid Convolutional Neural Network with Long Short Time Memory Integrated for Legitimate Web Prediction" Journal of Web Engineering, Vol.22, No.5, pp.757–782, ISSN: 1540-9589, doi: 10.13052/jwe1540-9589.2251, 2023. (Corresponding Author) [ IF: 0.8 ]

11.  Taek Lee, Heon-Jeong Lee, Jung-Been Lee, and Jeong-Dong Kim, "Ensemble Approach to Combining Episode Prediction Models Using Sequential Circadian Rhythm Sensor Data from Mental Health Patients", Sensors, MDPI, Vol.23, No.20, ISSN:1424-8220, doi.org/10.3390/s23208544, 2023. [ IF: 3.9]

12.  Gelany Aly Abdelkader, Soualihou Ngnamsie, Njimbouom, Tae-Jin Oh, and Jeong-Dong Kim, "ResBiGAAT: Residual Bi-GRU with attention for protein-ligand binding affinity prediction", Computational Biology and Chemistry, Elsevier, Vol.107, ISSN:1476-9271, doi:https://doi.org/10.1016/j.compbiolchem.2023.107969, 2023. (Corresponding Author). [ IF: 3.1]

13.  In-ae Kang, Soualihou Ngnamsie Njimbouom, and Jeong-Dong Kim, "An Effective Feature Selection for Diabetes Prediction", Database and Expert Systems Applications (DEXA) 2023 Workshops pp 91–96, ISSN:1865-0929,  dio:doi.org/10.1007/978-3-031-39689-2_10, 2023. (SCOPUS) (Corresponding Author)

14.  Gelany Aly Abdelkader, Soualihou Ngnamsie Njimbouom, Prince Delator Gidiglo, Tae-Jin Oh, and Jeong-Dong Kim, "Efficient Machine Learning-Based Prediction of CYP450 Inhibition", Database and Expert Systems Applications (DEXA) 2023, Lecture Notes in Computer Science book series (LNCS), Vol.14147, pp. 438–444, https://doi.org/10.1007/978-3-031-39821-6_36, 2023. (SCOPUS) (Corresponding Author)

15.  Soualihou Ngnamsie Njimbouom, Gelany Aly Abdelkader, Candra Zonyfar, Hyun Lee, and Jeong-Dong Kim, "RD-Classifier: Reduced Dimensionality Classifier for Alzheimer’s Diagnosis Support System", Database and Expert Systems Applications (DEXA) 2023, Lecture Notes in Computer Science book series (LNCS), Vol.14147, https://doi.org/10.1007/978-3-031-39821-6_1, 2023. (SCOPUS) (Corresponding Author)

16.  Phataratah Sa-nguannarma, Ermal Elbasania, and Jeong-Dong Kim, "Human activity recognition for analyzing stress behavior based on Bi-LSTM", Technology and Health Care, IOS Press, Vol.31, No.5, pp.1–11, DOI: 10.3233/THC-235002, 2023. (Corresponding Author) [IF: 1.6]

17.  In-Ae Kang, Soualihou Ngnamsie Njimbouom, and Jeong-Dong Kim, "Optimal Feature Selection-Based Dental Caries Prediction Model Using Machine Learning for Decision Support System", Bioengineering, MDPI, Vol.10, No.2, ISSN:2306-5354, dio:doi.org/10.3390/bioengineering10020245, 2023. (Corresponding Author) [ IF: 4.6 ]

18.  Soualihou Ngnamsie Njimbouom, Kwonwoo Lee, Hyun Lee, and Jeong-Dong Kim, "Predicting Site Energy Usage Intensity Using Machine Learning Models", Sensors, MDPI, Vol23, No.1, pp.1-12, ISSN:1424-8220, doi:doi.org/10.3390/s23010082, 2023. (Corresponding Author) [ IF: 3.9]

19.  Soualihou Ngnamsie Njimbouom, Kwonwoo Lee, and Jeong-Dong Kim, "MMDCP: Multi-Modal Dental Caries Prediction for Decision Support System Using Deep Learning", International Journal of Environmental Research and Public Health, MDPI, Vol.19, No.17, pp.1-16, ISSN:1660-4601, doi: doi.org/10.3390/ijerph191710928, 2022. (Corresponding Author) [ IF: 4.614]

20.  In-Ae Kang, Soualihou Ngnamsie Njimbouom, Kyung-Oh Lee, and Jeong-Dong Kim, "DCP: Prediction of Dental Caries Using Machine Learning in Personalized Medicine", Applied Sciences, MDPI, ISSN: 2076-3417, Vol.12, No.6, pp.1-15, doi:doi.org/10.3390/app12063043, 2022. (Corresponding Author) [ IF: 2.7]

21.  Ermal Elbasani, and Jeong-Dong Kim, "AMR-CNN: Abstract Meaning Representation with Convolution Neural Network for Toxic Content Detection", Journal of Web Engineering, Vol.21, No.3, pp.677–692, ISSN:1540-9589, doi: 10.13052/jwe1540-9589.2135, 2022. (Corresponding Author) [ IF: 0.8 ]

22.  Prasansah Shrestha, Min‑Su Kim, Ermal Elbasani, Jeong‑Dong Kim and Tae‑Jin Oh, "Prediction of trehalose-metabolic pathway and comparative analysis of KEGG, MetaCyc, and RAST databases based on complete genome of Variovorax sp. PAMC28711", BMC Genomic Data, Vol.23, No.4, pp.1-7, ISSN:2730-6844, doi:doi.org/10.1186/s12863-021-01020-y, 2022. [ IF: 3.969 ]

23.  Ermal Elbasani, Soualihou Ngnamsie Njimbouom, Tae‑Jin Oh, Eung‑Hee Kim, Hyun Lee, and Jeong‑Dong Kim, "GCRNN: Graph Convolutional Recurrent Neural Network for Compound–Protein Interaction Prediction", BMC Bioinformatics, Vol.22, No.616, pp.1-7, ISSN:1471-2105, doi:doi.org/10.1186/s12859-022-04560-x, 2022. (Corresponding Author) [ IF: 3.169 ]

24.  Ermal Elbasani, Jeong-Dong Kim, "LLAD: Life-Log Anomaly Detection Based on Recurrent Neural Network LSTM", Journal of Healthcare Engineering, Vol.2021, pp.1-7, ISSN: 2040-2295, doi:doi.org/10.1155/2021/8829403, March 2021, (Corresponding Author),  [IF: 2.682]

25. Ermal Elbasani, So-Ra Han, Tae-Jin Oh, Bongjae Kim, Jeong-Dong Kim, "PCA and K-means Based Genome Analysis for Hymenobacter sp. PAMC26628", Advances in Computer Science and Ubiquitous Computing, Vol.715, pp.93-99, January 2021, (Corresponding Author)

26. Syntia Widyayuningtias Putri Listio, Ermal Elbasani, Tae-Jin Oh, Bongjae Kim, Jeong-Dong Kim, "Deep Learning-based Experimentation for Predicting Secondary Structure of Amino Acid Sequence", Advances in Computer Science and Ubiquitous Computing, Vol.715, pp.51-59, January 2021, (Corresponding Author)

27. Hyeonmoo Jeon, Gilwoo Lee, Byeongcheol Jeong, Jae Sung Choi, Jeong-Dong Kim, Bongjae Kim, "Design and Implementation of Real-Time Vehicle Recognition and Detection System based on YOLO", Advances in Computer Science and Ubiquitous Computing, Vol.715, pp.25-30, January 2021.

28. Boseon Hong, Geunmo Kim, Sungmin Kim, Jeong-Dong Kim, Bongjae Kim, "A Study for Accelerating of Convolution Operations based on Multiple GPUs with MPI" , Advances in Computer Science and Ubiquitous Computing, Vol.715, pp.135-141, January 2021.

29. Phataratah Sa-nguannarm, Ermal Elbasani, Bongjae Kim, Eung-Hee Kim, Jeong-Dong Kim, "Experimentation of Human Activity Recognition by Using Accelerometer Data Based on LSTM", Advanced Multimedia and Ubiquitous Engineering, Vol.716, pp.83-89, December 2020, (Corresponding Author)

30. Ermal Elbasani, Jeong-Dong Kim, "Graph and Convolution Recurrent Neural Networks for Protein-Compound Interaction Prediction", Advanced Multimedia and Ubiquitous Engineering, Vol.716, pp.91-97, December 2020, (Corresponding Author)

31. Geunmo Kim, Sungmin Kim, Jinsung Cho, Jeong-Dong Kim, Bongjae Kim, "Automatic Computing Device Selection Scheme Between CPU and GPU for Enhancing the Computation Efficiency", Advanced Multimedia and Ubiquitous Engineering, Vol.716, pp.77-82, December 2020.

32. Bongjae Kim, Boseon Hong, Jeong-Dong Kim, "Computation Efficiency Analysis of Multiple GPUs and Multiple CPUs Based Cluster Computing Environments", Advances in Computer Science and Ubiquitous Computing, Vol.536, pp.410-415, December 2019.

33. Samuel Garbo, Ha-Yeong Kim, Syntia Widyayuningtias Putri, Ermal Elbasani, Hye-Sun Ahn, Jeong-Dong Kim, "A Development of Adolescent Depression Screening Using Naive Bayes Classifier Algorithm",  Advances in Computer Science and Ubiquitous Computing, Vol.536, pp.512-518, December 2019, (Corresponding Author)

34. Sangkyun Ko, Bongjae Kim, Jeong-Dong Kim, "Deep Learning-Based Algorithm for Object Identification in Multimedia",  Advances in Computer Science and Ubiquitous Computing, Vol.536, pp.505-511, December 2019, (Corresponding Author)

35. Jeong-Dong Kim, Jeong-Ho Park, Young-Han Lee, "Study on development of Common Criteria for Internet Ethics Index Measurement", International Journal of Pure and Applied Mathematics, Vol.118, No.24, pp. 1-12, July 2018, ISSN:1314-3395.

36. Jeong-Dong Kim, Min-Gyu Park, Do-Yeon Ki, Bum-Hee Cho, Gil-Yong Lee, Bongjae Kim, "IoT-Based VR Service Model to Improve Exercise Capacity", Advances in Computer Science and Ubiquitous Computing, Vol. 474, pp.1037-1042, December 2017.

37. Bongjae Kim, Hyeontae Seo, Jeong-Dong Kim, "Design and Implementation of a Wearable Device for the Blind by Using Deep Learning Based Object Recognition", Advances in Computer Science and Ubiquitous Computing, Vol. 474, pp.1008-1013, December 2017, (Corresponding Author)

38. Jiseong Son, Jeong-Dong Kim, Hong-Seok Na, and Doo-Kwon Baik, “A Social Learning Management  System Supporting Feedback for Incorrect Answers based on Social Network Service”, Educational Technology and Society (SSCI), Vol.19, No.2, pp.245-257 , March 2016. (Corresponding Author), ISSN: 1436-4522(Online)/1176-3647(Print), [doi:   , IF: 1.01 ]

39. Jeong-Dong Kim, Bongjae Kim, Jeong-Ho Park, "Implementation of Recommender System Based on Personalized Search Using Intimacy in SNS", Advances in Computer Science and Ubiquitous Computing, Vol. 421, pp.723-729, November 2016.

40. Bongjae Kim, Jeong-Dong Kim, "Dynamic QoS Scheme for InfiniBand-based Clusters", Advances in Computer Science and Ubiquitous Computing, Vol. 421, pp.573-578, November 2016, (Corresponding Author)

41. Jeong-Dong Kim, Suk-Hyung Hwang "A FCA-based Framework for Discovering Hidden Knowledge from Twitter Content", International Journal of Software Engineering and Its Applications (IJSEIA), Vol.10, No.1, January, 2016, ISSN: 1738-9984.

42. Jeong-Dong Kim, Jiseong Son, Hoh Peter In, Suk-Hyung Hwang, Hyun Lee, and Doo-Kwon Baik, "PA-DHK: Polarity Analysis for Discovering Hidden Knowledge", International Journal of Science and Technology, Scientia Iranica, Vol.22, No.6, pp.2198-2208, December 2015, ISSN: 1026-3098, [ IF: 1.025 ]

43. Jeong-Dong Kim, Hong-Seok Na, Suk-Hyung Hwang, and Doo-Kwon Baik, "Life Data Monitoring and Analysis Model for Personalized Healthcare”, Technology and Health Care, IOS Press, Vol.24, No.s1, pp.s49-s57 , 8 December 2015, ISSN: 0928-7329, [ IF: 0.697 ]

44. Jiseong Son, Jeong-Dong Kim, Hong-Seok Na, Doo-Kwon Baik, "Dynamic Access Control Model for Privacy Preserving Personalized Healthcare in Cloud Environment", Technology and Health Care, IOS Press, Vol.24, No.s1, pp.s123-s129 , 8 December 2015 (Corresponding Author), ISSN: 0928-7329, [ IF: 0.697 ]

45. Jiseong Son, Jeong-Dong Kim, Doo-Kwon Baik, "A storage-independent model for SPARQL-to-SQL translation algorithms", Applied Mechanics and Materials, Vol.764-765, pp.796-800, 2015 ISSN: 1662-7482, 1660-9336, (Corresponding Author).

46. Jeong-Dong Kim, Hoh Peter In, Suk-Hyung Hwang and Doo-Kwon Baik, "Ontology Integration Framework based on XMDR+ ",  Applied Mechanics and Materials, Vol.764-765, pp.936-940, May 2015, ISSN: 1662-7482.

47. Kwangsoo Seol, Jeong-Dong Kim, and Doo-Kwon Baik, "Common Neighbor Similarity-based Approach to Support Intimacy Measurement in Social Networks", Journal of Information Science, SAGE Publications Springer, pp.1-10, June 18. 2015. (Corresponding Author), ISSN: 0165-5515, [doi:10.1177/0165551515589230 , IF: 1.158 ]

48. Jiseong Son, Jeong-Dong Kim, Hong-Seok Na, and Doo-Kwon Baik, "CBDAC: Context-based Dynamic Access Control Model using Intuitive 5W1H for Ubiquitous Sensor Network", International Journal of Distributed Sensor Networks, Hindawi Publishing Co., Vol.2015, 12 pages, April 2015. (Corresponding Author), ISSN: 1550-1329 [IF: 0.665

49. Jeong-Dong Kim, Suk-Hyung Hwang, and Doo-Kwon Baik, "FCA-based Data Analysis for Discovering Association Rules in Social Network Service", Applied Mechanics and Materials (Trans Tech Publications), Vol.764-765, pp.910-914, 2015, ISSN: 1662-7482.

50. Jiseong Son, Jeong-Dong Kim, Doo-Kwon Baik, "A Model for Independent Use on Web Ontology Storage of SPARQL-to-SQL Translation Algorithms", International Journal of Science and Technology, Scientia Iranica, Vol.22, No.6, pp.2178-2187, December 2015, ISSN: 1026-3098. [ IF: 1.025 ]

51. Jeong-Dong Kim, Jiseong Son, Dongwon Jeong, and Doo-Kwon Baik, "An MDR-based Framework for Seamless Semantic Interoperability Independent of Sensors in Ubiquitous Devices", Sensor letters(American Scientific), ISSN: 1546-198X, [IF: 0.201 ].

52. Jeong-Dong Kim, Jiseong Son, and Doo-Kwon Baik, "CA5W1HOnto: Ontological Context-Aware Model based on 5W1H", International Journal of Distributed Sensor Networks, Hindawi Publishing Co., Vol.2012, 11 pages, March. 2012, ISSN: 1500-1329, [IF: 0.665 ]

53. Dong-Min Seo, Neung-hoe Kim, Dong-Hyun Lee, Jeong-Dong Kim, Joseph S. In, "Social Network Service-based Impact Analysis of Customer Requirements", International Journal of Multimedia and Ubiquitous Engineering (SERSC), Vol.7, No.4, pp.245-253, October, 2012, ISSN: 1975-0080.

54. Jeong-Dong Kim, Jiseong Son, Doo-Kwon Baik, "XMDR+: An Extended XMDR Model for Supporting Diverse Ontological Relations", IEICE Transactions on Information and Systems, Vol.E94-D, No.3, pp.515-524, March. 2011, ISSN: 1745-1361(Online), [IF: 0.245 ]

55. Jeong-dong Kim, Dongwon Jeong, Doo-kwon Baik, "Extending the UbiMDR Supporting Situation-Aware Access Control", International Journal of Advanced Science and Technology, Vol.3, pp. 33-40, February, 2009, ISSN: 2005-4238.