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Current Issue
Statistical Estimation of Random Failure Probability over Time Based on Operating Environment
Hyun Su Sim, Yong Soo Kim
In the context of understanding component reliability, this study introduces a robust simulation model, specifically designed to estimate random failure probabi...
Deep Reinforcement Learning for Image Classification
Byeongeun Ko, Seoung Bum Kim
We present a deep reinforcement learning-based approach that leverages data augmentation techniques to improve the accuracy of image classification tasks. We de...
Analysis of the Economic Effect of the Smart Factory-supporting Government Programs
Keeeun Lee, Minji Kim, Byungun Yoon
The purpose of this study is to quantitatively analyze the policy effects in terms of macroeconomics for companies through smart factory-supporting programs of ...
Joonghoon Kim, Saeran Park, Jiyoon Lee, Jaehee Kim, Pilsung Kang
With the advent of the internet and social media, fake news has become easily generated and disseminated, causing severe societal issues. The development of rob...
Text Analytics-based Business Area Identification for Patent-Trademark Linkage Business Intelligence
Juho Yoon, Byunghoon Kim
This study presents a novel approach for identifying new business opportunities by analyzing the linkage between patents and trademarks leveraging text analytic...
A Study on an AI Based Target/Clutter Classification Model of Count-Battery Radar
Seon Jin Kim, Yong-Ju Cho, Junhwan Kim, Dong Woo Kim, Kyung Hwan Kang
The biggest issue when Count-Battery Radar is the increase in operator fatigue and emergency response requirements due to clutter. In terms of radar performance...
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