Junhee Seok - RankMe

49 papers B 1Journal 29Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Improving monte carlo dropout uncertainty estimation with stable output layers. Neurocomputing Suhan Son, Junhee Seok
2026	J	`jnl`	Optimal activation function subset selection via forward and backward search for enhanced model performance. Inf. Sci. Suhan Son, Junhee Seok
2025	J	`jnl`	Adversarial environment design for crowd navigation based on deep reinforcement learning. Eng. Appl. Artif. Intell. Jeongeun Kim, Hyo-Seok Hwang, Junhee Seok
2025	J	`jnl`	Deriving optimal atomic layer deposition process conditions using machine learning. J. Ind. Inf. Integr. Jangwon Seo, Hyo-Seok Hwang, SunYoung Park, Seungmin Lee, Dae Sin Kim, Sun-Taek Lim, Junhee Seok
2025	J	`jnl`	Generative Adversarial Soft Actor-Critic. IEEE Trans. Neural Networks Learn. Syst. Hyo-Seok Hwang, Yoojoong Kim, Junhee Seok
2024	B	`conf`	A Multi-Stage Deep Learning Approach Incorporating Text-Image and Image-Image Comparisons for Cheapfake Detection. ICMR Jangwon Seo, Hyo-Seok Hwang, Jiyoung Lee, Minhyeok Lee, Wonsuk Kim, Junhee Seok
2024	J	`jnl`	Stabilized GAN models training with kernel-histogram transformation and probability mass function distance. Appl. Soft Comput. Jangwon Seo, Hyo-Seok Hwang, Minhyeok Lee, Junhee Seok
2024	J	`jnl`	ctGAN: combined transformation of gene expression and survival data with generative adversarial network. Briefings Bioinform. Jaeyoon Kim, Junhee Seok
2023	—	`conf`	Adversarial Attack of ML-based Intrusion Detection System on In-vehicle System using GAN. ICUFN EunSeong Seo, Jeongeun Kim, Wook Lee, Junhee Seok
2023	—	`conf`	Credit card default prediction by using Heterogeneous Ensemble. ICUFN Wook Lee, Sangmin Lee, Junhee Seok
2023	J	`jnl`	Deep learning model with L1 penalty for predicting breast cancer metastasis using gene expression data. Mach. Learn. Sci. Technol. Jaeyoon Kim, Minhyeok Lee, Junhee Seok
2023	J	`jnl`	ICEGAN: inverse covariance estimating generative adversarial network. Mach. Learn. Sci. Technol. Insoo Kim, Minhyeok Lee, Junhee Seok
2023	—	`conf`	Multi Task Learning: A Survey and Future Directions. ICAIIC Taeho Lee, Junhee Seok
2023	J	`jnl`	Searching similar weather maps using convolutional autoencoder and satellite images. ICT Express Heewoong Ahn, Sunhwa Lee, Hanseok Ko, Meejoung Kim, Sung Won Han, Junhee Seok
2022	—	`conf`	Computer Code Representation through Natural Language Processing for fMRI Data Analysis. ICAIIC Jaeyoon Kim, Una-May O'Reilly, Junhee Seok
2022	J	`jnl`	Deep reinforcement learning with a critic-value-based branch tree for the inverse design of two-dimensional optical devices. Appl. Soft Comput. Hyo-Seok Hwang, Minhyeok Lee, Junhee Seok
2022	J	`jnl`	Inverse design of nanophotonic devices using generative adversarial networks. Eng. Appl. Artif. Intell. Wonsuk Kim, Soojeong Kim, Minhyeok Lee, Junhee Seok
2022	—	`conf`	Mitigating Coordinate Transformation for Solving Partial Differential Equations with Physic-Informed Neural Networks. ICUFN Hyo-Seok Hwang, Suhan Son, Yoojoong Kim, Junhee Seok
2022	—	`conf`	Multi-label Text Classification of Economic Concepts from Economic News Articles using Natural Language Processing. ICUFN Soojeong Kim, Minhyeok Lee, Junhee Seok
2022	—	`conf`	Privacy-preserving collaborative machine learning in biomedical applications. ICAIIC Wonsuk Kim, Junhee Seok
2022	J	`jnl`	Score-Guided Generative Adversarial Networks. Axioms Minhyeok Lee, Junhee Seok
2021	J	`jnl`	Estimation with Uncertainty via Conditional Generative Adversarial Networks. Sensors Minhyeok Lee, Junhee Seok
2021	—	`conf`	Keyword Extraction in Economics Literatures using Natural Language Processing. ICUFN Soojeong Kim, Sunho Choi, Junhee Seok
2020	—	`conf`	A Survey of Missing Data Imputation Using Generative Adversarial Networks. ICAIIC Jaeyoon Kim, Donghyun Tae, Junhee Seok
2020	J	`jnl`	Estimation with Uncertainty via Conditional Generative Adversarial Networks. CoRR Minhyeok Lee, Junhee Seok
2020	J	`jnl`	Improved recurrent generative adversarial networks with regularization techniques and a controllable framework. Inf. Sci. Minhyeok Lee, Donghyun Tae, Jae Hun Choi, Ho-Youl Jung, Junhee Seok
2020	—	`conf`	Long Term Traffic Prediction in Highway Using Parallel CNN. ICITE Donghyun Lim, Minhyeok Lee, Junhee Seok
2020	J	`jnl`	Portfolio management via two-stage deep learning with a joint cost. Expert Syst. Appl. Hyungbin Yun, Minhyeok Lee, Yeong Seon Kang, Junhee Seok
2020	J	`jnl`	Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies. CoRR Minhyeok Lee, Junhee Seok
2020	J	`jnl`	Score-Guided Generative Adversarial Networks. CoRR Minhyeok Lee, Junhee Seok
2019	J	`jnl`	Controllable Generative Adversarial Network. IEEE Access Minhyeok Lee, Junhee Seok
2019	—	`conf`	Experimental Evaluation of Source Location Privacy Routing Schemes and Energy Consumption Performance. ISCIT Lilian Charles Mutalemwa, Junhee Seok, Seokjoo Shin
2019	J	`jnl`	Prediction of survival risks with adjusted gene expression through risk-gene networks. Bioinform. Minhyeok Lee, Sung Won Han, Junhee Seok
2019	J	`jnl`	Regression-Based Network Estimation for High-Dimensional Genetic Data. J. Comput. Biol. Kyu Min Lee, Minhyeok Lee, Junhee Seok, Sung Won Han
2019	—	`conf`	Stock Price Prediction Through the Sentimental Analysis of News Articles. ICUFN Jaeyoon Kim, Jangwon Seo, Minhyeok Lee, Junhee Seok
2019	—	`conf`	Stock Prices Prediction using the Title of Newspaper Articles with Korean Natural Language Processing. ICAIIC Hyungbin Yun, Ghudae Sim, Junhee Seok
2019	—	`conf`	The Properties of mode prediction using mean root error for regularization. ICAIIC Ghudae Sim, Hyungbin Yun, Junhee Seok
2019	—	`conf`	Vocabulary Domain Prediction for Pathological Report Analysis Using ICD-O3. ICUFN Sunho Choi, Insoo Kim, Yoojoong Kim, Junhee Seok
2018	J	`jnl`	GAIT: Gene expression Analysis for Interval Time. Bioinform. Yoojoong Kim, Yeong Seon Kang, Junhee Seok
2018	—	`conf`	Indoor Semantic Segmentation for Robot Navigating on Mobile. ICUFN Wonsuk Kim, Junhee Seok
2018	—	`conf`	Rank Prediction for Portfolio Management Using Artificial Neural Networks. ICUFN Jiyoon Bae, Ghudae Sim, Hyungbin Yun, Junhee Seok
2018	J	`jnl`	mEBT: multiple-matching evidence-based translator of murine genomic responses for human immunity studies. Bioinform. Donghyun Tae, Junhee Seok
2017	J	`jnl`	A Comparison of Two-Stage Approaches Based on Penalized Regression for Estimating Gene Networks. J. Comput. Biol. Minhyeok Lee, Junhee Seok, Donghyun Tae, Hua Zhong, Sung Won Han
2017	J	`jnl`	Controllable Generative Adversarial Network. CoRR Minhyeok Lee, Junhee Seok
2016	—	`conf`	Information propagation modeling in a drone network using disease epidemic models. ICUFN Yoojoong Kim, Jong-Kook Kim, Junhee Seok, Byoung Du Kim
2016	—	`conf`	Prediction of information propagation in a drone network by using machine learning. ICTC Jinsoo Park, Yoojoong Kim, Junhee Seok
2012	J	`jnl`	JETTA: junction and exon toolkits for transcriptome analysis. Bioinform. Junhee Seok, Weihong Xu, Hong Gao, Ronald W. Davis, Wenzhong Xiao
2010	J	`jnl`	Knowledge-based analysis of microarrays for the discovery of transcriptional regulation relationships. BMC Bioinform. Junhee Seok, Amit Kaushal, Ronald W. Davis, Wenzhong Xiao
2009	J	`jnl`	A dynamic network of transcription in LPS-treated human subjects. BMC Syst. Biol. Junhee Seok, Wenzhong Xiao, Lyle L. Moldawer, Ronald W. Davis, Markus W. Covert