Junhee Seok

According to our database, Junhee Seok authored at least 40 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ctGAN: combined transformation of gene expression and survival data with generative adversarial network.

Jaeyoon Kim, Junhee Seok

Briefings Bioinform., 2024

Stabilized GAN models training with kernel-histogram transformation and probability mass function distance.

Jangwon Seo, Hyo-Seok Hwang, Minhyeok Lee, Junhee Seok

Appl. Soft Comput., 2024

A Multi-Stage Deep Learning Approach Incorporating Text-Image and Image-Image Comparisons for Cheapfake Detection.

Jangwon Seo, Hyo-Seok Hwang, Jiyoung Lee, Minhyeok Lee, Wonsuk Kim, Junhee Seok

Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

2023

ICEGAN: inverse covariance estimating generative adversarial network.

Insoo Kim, Minhyeok Lee, Junhee Seok

Mach. Learn. Sci. Technol., June, 2023

Searching similar weather maps using convolutional autoencoder and satellite images.

Heewoong Ahn, Sunhwa Lee, Hanseok Ko, Meejoung Kim, Sung Won Han, Junhee Seok

ICT Express, February, 2023

Adversarial Attack of ML-based Intrusion Detection System on In-vehicle System using GAN.

EunSeong Seo, JeongEun Kim, Wook Lee, Junhee Seok

Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

Credit card default prediction by using Heterogeneous Ensemble.

Wook Lee, Sangmin Lee, Junhee Seok

Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

Multi Task Learning: A Survey and Future Directions.

Taeho Lee, Junhee Seok

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

2022

Inverse design of nanophotonic devices using generative adversarial networks.

Wonsuk Kim, Soojeong Kim, Minhyeok Lee, Junhee Seok

Eng. Appl. Artif. Intell., 2022

Score-Guided Generative Adversarial Networks.

Minhyeok Lee, Junhee Seok

Axioms, 2022

Deep reinforcement learning with a critic-value-based branch tree for the inverse design of two-dimensional optical devices.

Hyo-Seok Hwang, Minhyeok Lee, Junhee Seok

Appl. Soft Comput., 2022

Multi-label Text Classification of Economic Concepts from Economic News Articles using Natural Language Processing.

Soojeong Kim, Minhyeok Lee, Junhee Seok

Proceedings of the Thirteenth International Conference on Ubiquitous and Future Networks, 2022

Mitigating Coordinate Transformation for Solving Partial Differential Equations with Physic-Informed Neural Networks.

Hyo-Seok Hwang, Suhan Son, Yoojoong Kim, Junhee Seok

Proceedings of the Thirteenth International Conference on Ubiquitous and Future Networks, 2022

Privacy-preserving collaborative machine learning in biomedical applications.

Wonsuk Kim, Junhee Seok

Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

Computer Code Representation through Natural Language Processing for fMRI Data Analysis.

Jaeyoon Kim, Una-May O'Reilly, Junhee Seok

Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

2021

Estimation with Uncertainty via Conditional Generative Adversarial Networks.

Minhyeok Lee, Junhee Seok

Sensors, 2021

Keyword Extraction in Economics Literatures using Natural Language Processing.

Soojeong Kim, Sunho Choi, Junhee Seok

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

2020

Improved recurrent generative adversarial networks with regularization techniques and a controllable framework.

Minhyeok Lee, Donghyun Tae, Jae Hun Choi, Ho-Youl Jung, Junhee Seok

Inf. Sci., 2020

Portfolio management via two-stage deep learning with a joint cost.

Hyungbin Yun, Minhyeok Lee, Yeong Seon Kang, Junhee Seok

Expert Syst. Appl., 2020

Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies.

Minhyeok Lee, Junhee Seok

CoRR, 2020

Long Term Traffic Prediction in Highway Using Parallel CNN.

Donghyun Lim, Minhyeok Lee, Junhee Seok

Proceedings of the 5th IEEE International Conference on Intelligent Transportation Engineering, 2020

A Survey of Missing Data Imputation Using Generative Adversarial Networks.

Jaeyoon Kim, Donghyun Tae, Junhee Seok

Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

2019

Regression-Based Network Estimation for High-Dimensional Genetic Data.

Kyu Min Lee, Minhyeok Lee, Junhee Seok, Sung Won Han

J. Comput. Biol., 2019

Prediction of survival risks with adjusted gene expression through risk-gene networks.

Minhyeok Lee, Sung Won Han, Junhee Seok

Bioinform., 2019

Controllable Generative Adversarial Network.

Minhyeok Lee, Junhee Seok

IEEE Access, 2019

Experimental Evaluation of Source Location Privacy Routing Schemes and Energy Consumption Performance.

Lilian Charles Mutalemwa, Junhee Seok, Seokjoo Shin

Proceedings of the 19th International Symposium on Communications and Information Technologies, 2019

Stock Price Prediction Through the Sentimental Analysis of News Articles.

Jaeyoon Kim, Jangwon Seo, Minhyeok Lee, Junhee Seok

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

Vocabulary Domain Prediction for Pathological Report Analysis Using ICD-O3.

Sunho Choi, Insoo Kim, Yoojoong Kim, Junhee Seok

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

Stock Prices Prediction using the Title of Newspaper Articles with Korean Natural Language Processing.

Hyungbin Yun, Ghudae Sim, Junhee Seok

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2019

The Properties of mode prediction using mean root error for regularization.

Ghudae Sim, Hyungbin Yun, Junhee Seok

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2019

2018

mEBT: multiple-matching evidence-based translator of murine genomic responses for human immunity studies.

Donghyun Tae, Junhee Seok

Bioinform., 2018

GAIT: Gene expression Analysis for Interval Time.

Yoojoong Kim, Yeong Seon Kang, Junhee Seok

Bioinform., 2018

Indoor Semantic Segmentation for Robot Navigating on Mobile.

Wonsuk Kim, Junhee Seok

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

Rank Prediction for Portfolio Management Using Artificial Neural Networks.

Jiyoon Bae, Ghudae Sim, Hyungbin Yun, Junhee Seok

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

2017

A Comparison of Two-Stage Approaches Based on Penalized Regression for Estimating Gene Networks.

Minhyeok Lee, Junhee Seok, Donghyun Tae, Hua Zhong, Sung Won Han

J. Comput. Biol., 2017

2016

Information propagation modeling in a drone network using disease epidemic models.

Yoojoong Kim, Jong-Kook Kim, Junhee Seok, Byoung Du Kim

Proceedings of the Eighth International Conference on Ubiquitous and Future Networks, 2016

Prediction of information propagation in a drone network by using machine learning.

Jinsoo Park, Yoojoong Kim, Junhee Seok

Proceedings of the International Conference on Information and Communication Technology Convergence, 2016

2012

JETTA: junction and exon toolkits for transcriptome analysis.

Junhee Seok, Weihong Xu, Hong Gao, Ronald W. Davis, Wenzhong Xiao

Bioinform., 2012

2010

Knowledge-based analysis of microarrays for the discovery of transcriptional regulation relationships.

Junhee Seok, Amit Kaushal, Ronald W. Davis, Wenzhong Xiao

BMC Bioinform., 2010

2009

A dynamic network of transcription in LPS-treated human subjects.

Junhee Seok, Wenzhong Xiao, Lyle L. Moldawer, Ronald W. Davis, Markus W. Covert

BMC Syst. Biol., 2009