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2020 – today
- 2024
[j19]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: 112003 (2024)- [j18]Jaeyoon Kim, Junhee Seok:
ctGAN: combined transformation of gene expression and survival data with generative adversarial network. Briefings Bioinform. 25(4) (2024) - [c20]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: 1312-1316 - 2023
- [j17]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): 69-75 (2023) - [j16]Insoo Kim, Minhyeok Lee, Junhee Seok:
ICEGAN: inverse covariance estimating generative adversarial network. Mach. Learn. Sci. Technol. 4(2): 25008 (2023) - [c19]Taeho Lee, Junhee Seok:
Multi Task Learning: A Survey and Future Directions. ICAIIC 2023: 232-235 - [c18]EunSeong Seo, JeongEun Kim, Wook Lee, Junhee Seok:
Adversarial Attack of ML-based Intrusion Detection System on In-vehicle System using GAN. ICUFN 2023: 700-703 - [c17]Wook Lee, Sangmin Lee, Junhee Seok:
Credit card default prediction by using Heterogeneous Ensemble. ICUFN 2023: 907-910 - 2022
- [j15]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: 109386 (2022) - [j14]Minhyeok Lee, Junhee Seok:
Score-Guided Generative Adversarial Networks. Axioms 11(12): 701 (2022) - [j13]Wonsuk Kim, Soojeong Kim, Minhyeok Lee, Junhee Seok:
Inverse design of nanophotonic devices using generative adversarial networks. Eng. Appl. Artif. Intell. 115: 105259 (2022) - [c16]Wonsuk Kim, Junhee Seok:
Privacy-preserving collaborative machine learning in biomedical applications. ICAIIC 2022: 179-183 - [c15]Jaeyoon Kim, Una-May O'Reilly, Junhee Seok:
Computer Code Representation through Natural Language Processing for fMRI Data Analysis. ICAIIC 2022: 184-187 - [c14]Hyo-Seok Hwang, Suhan Son, Yoojoong Kim, Junhee Seok:
Mitigating Coordinate Transformation for Solving Partial Differential Equations with Physic-Informed Neural Networks. ICUFN 2022: 382-385 - [c13]Soojeong Kim, Minhyeok Lee, Junhee Seok:
Multi-label Text Classification of Economic Concepts from Economic News Articles using Natural Language Processing. ICUFN 2022: 417-420 - 2021
- [j12]Minhyeok Lee, Junhee Seok:
Estimation with Uncertainty via Conditional Generative Adversarial Networks. Sensors 21(18): 6194 (2021) - [c12]Soojeong Kim, Sunho Choi, Junhee Seok:
Keyword Extraction in Economics Literatures using Natural Language Processing. ICUFN 2021: 75-77 - 2020
- [j11]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) - [j10]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: 428-443 (2020) - [c11]Jaeyoon Kim, Donghyun Tae, Junhee Seok:
A Survey of Missing Data Imputation Using Generative Adversarial Networks. ICAIIC 2020: 454-456 - [c10]Donghyun Lim, Minhyeok Lee, Junhee Seok:
Long Term Traffic Prediction in Highway Using Parallel CNN. ICITE 2020: 107-110 - [i4]Minhyeok Lee, Junhee Seok:
Score-Guided Generative Adversarial Networks. CoRR abs/2004.04396 (2020) - [i3]Minhyeok Lee, Junhee Seok:
Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies. CoRR abs/2005.09165 (2020) - [i2]Minhyeok Lee, Junhee Seok:
Estimation with Uncertainty via Conditional Generative Adversarial Networks. CoRR abs/2007.00334 (2020)
2010 – 2019
- 2019
- [j9]Minhyeok Lee, Junhee Seok:
Controllable Generative Adversarial Network. IEEE Access 7: 28158-28169 (2019) - [j8]Minhyeok Lee, Sung Won Han, Junhee Seok:
Prediction of survival risks with adjusted gene expression through risk-gene networks. Bioinform. 35(23): 4898-4906 (2019) - [j7]Kyu Min Lee, Minhyeok Lee, Junhee Seok, Sung Won Han:
Regression-Based Network Estimation for High-Dimensional Genetic Data. J. Comput. Biol. 26(4): 336-349 (2019) - [c9]Hyungbin Yun, Ghudae Sim, Junhee Seok:
Stock Prices Prediction using the Title of Newspaper Articles with Korean Natural Language Processing. ICAIIC 2019: 19-21 - [c8]Ghudae Sim, Hyungbin Yun, Junhee Seok:
The Properties of mode prediction using mean root error for regularization. ICAIIC 2019: 509-511 - [c7]Sunho Choi, Insoo Kim, Yoojoong Kim, Junhee Seok:
Vocabulary Domain Prediction for Pathological Report Analysis Using ICD-O3. ICUFN 2019: 520-522 - [c6]Jaeyoon Kim, Jangwon Seo, Minhyeok Lee, Junhee Seok:
Stock Price Prediction Through the Sentimental Analysis of News Articles. ICUFN 2019: 700-702 - [c5]Lilian Charles Mutalemwa, Junhee Seok, Seokjoo Shin:
Experimental Evaluation of Source Location Privacy Routing Schemes and Energy Consumption Performance. ISCIT 2019: 86-90 - 2018
- [j6]Yoojoong Kim, Yeong Seon Kang, Junhee Seok:
GAIT: Gene expression Analysis for Interval Time. Bioinform. 34(13): 2305-2307 (2018) - [j5]Donghyun Tae, Junhee Seok:
mEBT: multiple-matching evidence-based translator of murine genomic responses for human immunity studies. Bioinform. 34(21): 3741-3743 (2018) - [c4]Jiyoon Bae, Ghudae Sim, Hyungbin Yun, Junhee Seok:
Rank Prediction for Portfolio Management Using Artificial Neural Networks. ICUFN 2018: 15-17 - [c3]Wonsuk Kim, Junhee Seok:
Indoor Semantic Segmentation for Robot Navigating on Mobile. ICUFN 2018: 22-25 - 2017
- [j4]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): 709-720 (2017) - [i1]Minhyeok Lee, Junhee Seok:
Controllable Generative Adversarial Network. CoRR abs/1708.00598 (2017) - 2016
- [c2]Jinsoo Park, Yoojoong Kim, Junhee Seok:
Prediction of information propagation in a drone network by using machine learning. ICTC 2016: 147-149 - [c1]Yoojoong Kim, Jong-Kook Kim, Junhee Seok, Byoung Du Kim:
Information propagation modeling in a drone network using disease epidemic models. ICUFN 2016: 79-81 - 2012
- [j3]Junhee Seok, Weihong Xu, Hong Gao, Ronald W. Davis, Wenzhong Xiao:
JETTA: junction and exon toolkits for transcriptome analysis. Bioinform. 28(9): 1274-1275 (2012) - 2010
- [j2]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): 8 (2010)
2000 – 2009
- 2009
- [j1]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: 78 (2009)
Coauthor Index
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