Acoustic Scene Classification and Visualization of Beehive Sounds Using Machine Learning Algorithms and Grad-CAM

by Jaehoon Kim, Jeongkyu Oh, Tae-Young Heo
Published 2021-01-01

Analysis of the Railway Accident-Related Damages in South Korea

by Man Sik Park, Jin Ki Eom, Jungsoon Choi, Tae-Young Heo
Published 2020-12-01

Safety Effects of Freeway Hard Shoulder Running

by Jaisung Choi, Richard Tay, Sangyoup Kim, Seungwon Jeong, Jeongmin Kim, Tae-Young Heo
Published 2019-09-01

Inhibition of Photosynthetic Activity in Wastewater-Borne Microalgal–Bacterial Consortia under Various Light Conditions

by Donghan Kang, Keug Tae Kim, Tae-Young Heo, Gyutae Kwon, Chaeseung Lim, Jungsu Park
Published 2019-05-01

Effect of Ionic Group on the Complex Coacervate Core Micelle Structure

by Tae-Young Heo, Inhye Kim, Liwen Chen, Eunji Lee, Sangwoo Lee, Soo-Hyung Choi
Published 2019-03-01

Algal Morphological Identification in Watersheds for Drinking Water Supply Using Neural Architecture Search for Convolutional Neural Network

by Jungsu Park, Hyunho Lee, Cheol Young Park, Samiul Hasan, Tae-Young Heo, Woo Hyoung Lee
Published 2019-06-01

Development of a Fundus Image-Based Deep Learning Diagnostic Tool for Various Retinal Diseases

by Kyoung Min Kim, Tae-Young Heo, Aesul Kim, Joohee Kim, Kyu Jin Han, Jaesuk Yun, Jung Kee Min
Published 2021-04-01

Clustering of Time Series Water Quality Data Using Dynamic Time Warping: A Case Study from the Bukhan River Water Quality Monitoring Network

by Seulbi Lee, Jaehoon Kim, Jongyeon Hwang, EunJi Lee, Kyoung-Jin Lee, Jeongkyu Oh, Jungsu Park, Tae-Young Heo
Published 2020-08-01

Development of a Deep-Learning-Based Artificial Intelligence Tool for Differential Diagnosis between Dry and Neovascular Age-Related Macular Degeneration

by Tae-Young Heo, Kyoung Min Kim, Hyun Kyu Min, Sun Mi Gu, Jae Hyun Kim, Jaesuk Yun, Jung Kee Min
Published 2020-04-01

The Prediction of Diatom Abundance by Comparison of Various Machine Learning Methods

by Yuna Shin, Heesuk Lee, Young-Joo Lee, Dae Keun Seo, Bomi Jeong, Seoksu Hong, Jaehoon Kim, Taekgeun Kim, Jae-Kyeong Lee, Tae-Young Heo
Published 2019-01-01

Ensemble Model Development for the Prediction of a Disaster Index in Water Treatment Systems

by Jungsu Park, Jae-Hyeoung Park, June-Seok Choi, Jin Chul Joo, Kihak Park, Hyeon Cheol Yoon, Cheol Young Park, Woo Hyoung Lee, Tae-Young Heo
Published 2020-11-01

Comparison between Statistical Models and Machine Learning Methods on Classification for Highly Imbalanced Multiclass Kidney Data

by Bomi Jeong, Hyunjeong Cho, Jieun Kim, Soon Kil Kwon, SeungWoo Hong, ChangSik Lee, TaeYeon Kim, Man Sik Park, Seoksu Hong, Tae-Young Heo
Published 2020-06-01

Prediction of Chlorophyll-<i>a</i> Concentrations in the Nakdong River Using Machine Learning Methods

by Yuna Shin, Taekgeun Kim, Seoksu Hong, Seulbi Lee, EunJi Lee, SeungWoo Hong, ChangSik Lee, TaeYeon Kim, Man Sik Park, Jungsu Park, Tae-Young Heo
Published 2020-06-01