Junhee Seok

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 40

Top Topics

Natural Language Processing

Gene Expression

Top Venues

Publications

Jaeyoon Kim, Junhee Seok
ctGAN: combined transformation of gene expression and survival data with generative adversarial network. Briefings Bioinform. 25 (4) (2024)
Jangwon Seo, Hyo-Seok Hwang, Minhyeok Lee, Junhee Seok
Stabilized GAN models training with kernel-histogram transformation and probability mass function distance. Appl. Soft Comput. 164 (2024)
Jangwon Seo, Hyo-Seok Hwang, Jiyoung Lee, Minhyeok Lee, Wonsuk Kim, Junhee Seok
A Multi-Stage Deep Learning Approach Incorporating Text-Image and Image-Image Comparisons for Cheapfake Detection. ICMR (2024)
Heewoong Ahn, Sunhwa Lee, Hanseok Ko, Meejoung Kim, Sung Won Han, Junhee Seok
Searching similar weather maps using convolutional autoencoder and satellite images. ICT Express 9 (1) (2023)
Insoo Kim, Minhyeok Lee, Junhee Seok
ICEGAN: inverse covariance estimating generative adversarial network. Mach. Learn. Sci. Technol. 4 (2) (2023)
Wook Lee, Sangmin Lee, Junhee Seok
Credit card default prediction by using Heterogeneous Ensemble. ICUFN (2023)
EunSeong Seo, JeongEun Kim, Wook Lee, Junhee Seok
Adversarial Attack of ML-based Intrusion Detection System on In-vehicle System using GAN. ICUFN (2023)
Taeho Lee, Junhee Seok
Multi Task Learning: A Survey and Future Directions. ICAIIC (2023)
Wonsuk Kim, Soojeong Kim, Minhyeok Lee, Junhee Seok
Inverse design of nanophotonic devices using generative adversarial networks. Eng. Appl. Artif. Intell. 115 (2022)
Soojeong Kim, Minhyeok Lee, Junhee Seok
Multi-label Text Classification of Economic Concepts from Economic News Articles using Natural Language Processing. ICUFN (2022)
Hyo-Seok Hwang, Minhyeok Lee, Junhee Seok
Deep reinforcement learning with a critic-value-based branch tree for the inverse design of two-dimensional optical devices. Appl. Soft Comput. 127 (2022)
Minhyeok Lee, Junhee Seok
Score-Guided Generative Adversarial Networks. Axioms 11 (12) (2022)
Wonsuk Kim, Junhee Seok
Privacy-preserving collaborative machine learning in biomedical applications. ICAIIC (2022)
Jaeyoon Kim, Una-May O'Reilly, Junhee Seok
Computer Code Representation through Natural Language Processing for fMRI Data Analysis. ICAIIC (2022)
Hyo-Seok Hwang, Suhan Son, Yoojoong Kim, Junhee Seok
Mitigating Coordinate Transformation for Solving Partial Differential Equations with Physic-Informed Neural Networks. ICUFN (2022)
Minhyeok Lee, Junhee Seok
Estimation with Uncertainty via Conditional Generative Adversarial Networks. Sensors 21 (18) (2021)
Soojeong Kim, Sunho Choi, Junhee Seok
Keyword Extraction in Economics Literatures using Natural Language Processing. ICUFN (2021)
Minhyeok Lee, Junhee Seok
Estimation with Uncertainty via Conditional Generative Adversarial Networks. CoRR (2020)
Donghyun Lim, Minhyeok Lee, Junhee Seok
Long Term Traffic Prediction in Highway Using Parallel CNN. ICITE (2020)
Jaeyoon Kim, Donghyun Tae, Junhee Seok
A Survey of Missing Data Imputation Using Generative Adversarial Networks. ICAIIC (2020)
Hyungbin Yun, Minhyeok Lee, Yeong Seon Kang, Junhee Seok
Portfolio management via two-stage deep learning with a joint cost. Expert Syst. Appl. 143 (2020)
Minhyeok Lee, Junhee Seok
Score-Guided Generative Adversarial Networks. CoRR (2020)
Minhyeok Lee, Donghyun Tae, Jae Hun Choi, Ho-Youl Jung, Junhee Seok
Improved recurrent generative adversarial networks with regularization techniques and a controllable framework. Inf. Sci. 538 (2020)
Minhyeok Lee, Junhee Seok
Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies. CoRR (2020)
Minhyeok Lee, Junhee Seok
Controllable Generative Adversarial Network. IEEE Access 7 (2019)
Jaeyoon Kim, Jangwon Seo, Minhyeok Lee, Junhee Seok
Stock Price Prediction Through the Sentimental Analysis of News Articles. ICUFN (2019)
Ghudae Sim, Hyungbin Yun, Junhee Seok
The Properties of mode prediction using mean root error for regularization. ICAIIC (2019)
Minhyeok Lee, Sung Won Han, Junhee Seok
Prediction of survival risks with adjusted gene expression through risk-gene networks. Bioinform. 35 (23) (2019)
Hyungbin Yun, Ghudae Sim, Junhee Seok
Stock Prices Prediction using the Title of Newspaper Articles with Korean Natural Language Processing. ICAIIC (2019)
Kyu Min Lee, Minhyeok Lee, Junhee Seok, Sung Won Han
Regression-Based Network Estimation for High-Dimensional Genetic Data. J. Comput. Biol. 26 (4) (2019)
Sunho Choi, Insoo Kim, Yoojoong Kim, Junhee Seok
Vocabulary Domain Prediction for Pathological Report Analysis Using ICD-O3. ICUFN (2019)
Lilian Charles Mutalemwa, Junhee Seok, Seokjoo Shin
Experimental Evaluation of Source Location Privacy Routing Schemes and Energy Consumption Performance. ISCIT (2019)
Jiyoon Bae, Ghudae Sim, Hyungbin Yun, Junhee Seok
Rank Prediction for Portfolio Management Using Artificial Neural Networks. ICUFN (2018)
Wonsuk Kim, Junhee Seok
Indoor Semantic Segmentation for Robot Navigating on Mobile. ICUFN (2018)
Donghyun Tae, Junhee Seok
mEBT: multiple-matching evidence-based translator of murine genomic responses for human immunity studies. Bioinform. 34 (21) (2018)
Yoojoong Kim, Yeong Seon Kang, Junhee Seok
GAIT: Gene expression Analysis for Interval Time. Bioinform. 34 (13) (2018)
Minhyeok Lee, Junhee Seok, Donghyun Tae, Hua Zhong, Sung Won Han
A Comparison of Two-Stage Approaches Based on Penalized Regression for Estimating Gene Networks. J. Comput. Biol. 24 (7) (2017)
Minhyeok Lee, Junhee Seok
Controllable Generative Adversarial Network. CoRR (2017)
Yoojoong Kim, Jong-Kook Kim, Junhee Seok, Byoung Du Kim
Information propagation modeling in a drone network using disease epidemic models. ICUFN (2016)
Jinsoo Park, Yoojoong Kim, Junhee Seok
Prediction of information propagation in a drone network by using machine learning. ICTC (2016)
Junhee Seok, Weihong Xu, Hong Gao, Ronald W. Davis, Wenzhong Xiao
JETTA: junction and exon toolkits for transcriptome analysis. Bioinform. 28 (9) (2012)
Junhee Seok, Amit Kaushal, Ronald W. Davis, Wenzhong Xiao
Knowledge-based analysis of microarrays for the discovery of transcriptional regulation relationships. BMC Bioinform. 11 (S-1) (2010)
Junhee Seok, Wenzhong Xiao, Lyle L. Moldawer, Ronald W. Davis, Markus W. Covert
A dynamic network of transcription in LPS-treated human subjects. BMC Syst. Biol. 3 (2009)