Seungwon Jung

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Data Imputation

Multilayer Perceptron

Conformal Prediction

Ensemble Selection

Top Venues

IEEE J. Biomed. Health Informatics

J. Supercomput.

Publications

Sungwoo Park, Jaeuk Moon, Seungwon Jung, Seungmin Rho, Eenjun Hwang
Explainable influenza forecasting scheme using DCC-based feature selection. Data Knowl. Eng. 149 (2024)
Jaeuk Moon, Seungwon Jung, Sungwoo Park, Eenjun Hwang
RESEAT: Recurrent Self-Attention Network for Multi-Regional Influenza Forecasting. IEEE J. Biomed. Health Informatics 27 (5) (2023)
Jungwoo Lim, Myunghoon Kang, Yuna Hur, Seungwon Jung, Jinsung Kim, Yoonna Jang, Dongyub Lee, Hyesung Ji, Dong-Hoon Shin, Seungryong Kim, Heuiseok Lim
You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona. CoRR (2023)
Seungwon Jung, Yoona Noh, Jaeuk Moon, Eenjun Hwang
VAPER: A deep learning model for explainable probabilistic regression. J. Comput. Sci. 63 (2022)
Seungwon Jung, Jaeuk Moon, Sungwoo Park, Eenjun Hwang
Self-Attention-Based Deep Learning Network for Regional Influenza Forecasting. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Minjae Son, Seungwon Jung, Seungmin Jung, Eenjun Hwang
BCGAN: A CGAN-based over-sampling model using the boundary class for data balancing. J. Supercomput. 77 (9) (2021)
Sungwoo Park, Seungmin Jung, Seungwon Jung, Seungmin Rho, Eenjun Hwang
Sliding window-based LightGBM model for electric load forecasting using anomaly repair. J. Supercomput. 77 (11) (2021)
Jaeuk Moon, Seungwon Jung, Sungwoo Park, Eenjun Hwang
Conditional Tabular GAN-Based Two-Stage Data Generation Scheme for Short-Term Load Forecasting. IEEE Access 8 (2020)
Minjae Son, Seungwon Jung, Jihoon Moon, Eenjun Hwang
BCGAN-Based Over-Sampling Scheme for Imbalanced Data. BigComp (2020)
Seungwon Jung, Jihoon Moon, Sungwoo Park, Seungmin Rho, Sung Wook Baik, Eenjun Hwang
Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation. Sensors 20 (6) (2020)
Chung-Il Kim, Yongjang Cho, Seungwon Jung, Jehyeok Rew, Eenjun Hwang
Animal Sounds Classification Scheme Based on Multi-Feature Network with Mixed Datasets. KSII Trans. Internet Inf. Syst. 14 (8) (2020)
Chung-Il Kim, Meejoung Kim, Seungwon Jung, Eenjun Hwang
Simplified Fréchet Distance for Generative Adversarial Nets. Sensors 20 (6) (2020)
Yongsung Kim, Seungwon Jung, Seonmi Ji, Eenjun Hwang, Seungmin Rho
IoT-based personalized NIE content recommendation system. Multim. Tools Appl. 78 (3) (2019)
Seungwon Jung, Minjae Son, Chung-Il Kim, Jehyeok Rew, Eenjun Hwang
Video-based learning assistant scheme for sustainable education. New Rev. Hypermedia Multim. 25 (3) (2019)
Jehyeok Rew, Sungwoo Park, Yongjang Cho, Seungwon Jung, Eenjun Hwang
Animal Movement Prediction Based on Predictive Recurrent Neural Network. Sensors 19 (20) (2019)
Seungwon Jung, Yongsung Kim, Eenjun Hwang
Real-time car tracking system based on surveillance videos. EURASIP J. Image Video Process. 2018 (2018)
Seonmi Ji, Yongsung Kim, Seungwon Jung, Eenjun Hwang
An Educational Video Scoring Scheme for Level and Topic-based Recommendation. IMCOM (2018)
Yongsung Kim, Seonmi Ji, Seungwon Jung, Jihoon Moon, Eenjun Hwang
Semantic Enrichment of Twitter News for Differentiated STEAM Education. BigComp (2018)