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Journal of the Korean Institute of Industrial Engineers - Vol. 48 , No. 4

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1. p. 327 Deep Learning-Based Defects Detection of Steel Sheet Surface Using Object-level Data Augmentation

Inbum Ahn, Seoung Bum Kim
DOI: https://doi.org/10.7232/JKIIE.2022.48.4.327

2. p. 340 Analyzing Global Financial Market Indices and Predicting Fluctuations of the Korean Market Index Using Information Flow-Based Network Analysis

Insu Choi, Woo Chang Kim
DOI: https://doi.org/10.7232/JKIIE.2022.48.4.340

3. p. 355 Two Phase Multivariate to Multivariate Time Series Forecasting Using Self-attention Convolutional Autoencoder and Temporal Convolutional Network

Woo Young Hwang, Jun-Geol Baek
DOI: https://doi.org/10.7232/JKIIE.2022.48.4.355

4. p. 367 Reconstruction-based Anomaly Detection for Health Indicator Construction of Machinery

Seunghwan Song, Woo Young Hwang, Yujin Lee, Jun-Geol Baek
DOI: https://doi.org/10.7232/JKIIE.2022.48.4.367

5. p. 376 Estimation of Warranty Cost of Korean Lemon Law through Simulation

Seung Hoon Jung, Young Jin Han, Won Young Yun
DOI: https://doi.org/10.7232/JKIIE.2022.48.4.376

6. p. 389 Multi-sensor Spectrogram Transformer Network for Automobile Noise Prediction from Electric Power Steering

Eunji Koh, Gue Hwan Nam, Sang Wook Kim, Kyung Hwan Park, Seoung Bum Kim
DOI: https://doi.org/10.7232/JKIIE.2022.48.4.389

7. p. 398 Deep Learning Network-Based End-to-End Scene Text Spotter for Korean Characters

Jeong Won Kim, Seoung Bum Kim
DOI: https://doi.org/10.7232/JKIIE.2022.48.4.398

8. p. 409 Noise Level Prediction from R-EPS Automobile Steering Shaft Sensors Based on Multi-encoder Convolutional Neural Networks

Eunsung Ko, Keewon Jeong, Yongwon Jo, Eunji Koh, Sihu Ahn, Gue Hwan Nam, Sang Wook Kim, Kyung Hwan Park, Seoung Bum Kim
DOI: https://doi.org/10.7232/JKIIE.2022.48.4.409

9. p. 420 Development of AI-based Warning System for Construction Rate Forecasting

Hoichan Jung, Giwoong Han, Byung Hoon Lee, Ye Ji Han, Kyung Hwi Heo, Hochang Choi, Sung Won Han
DOI: https://doi.org/10.7232/JKIIE.2022.48.4.420

10. p. 433 Optimal Tire Design Using Machine Learning and Bayesian Optimization

Ha Eun Hwang, Yoon Sang Cho, Seok Cheol Hwang, Seoung Bum Kim
DOI: https://doi.org/10.7232/JKIIE.2022.48.4.433

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Journal of the Korean Institute of Industrial Engineers