| Forecasting stock market indices using padding-based fourier transform denoising and time series deep learning models D Song, AMC Baek, N Kim IEEE Access 9, 83786-83796, 2021 | 34 | 2021 |
| Forecasting warping deformation using multivariate thermal time series and K-nearest neighbors in fused deposition modeling D Song, AM Chung Baek, J Koo, M Busogi, N Kim Applied Sciences 10 (24), 8951, 2020 | 14 | 2020 |
| FORECASTING STOCK MARKET INDEX BASED ON PATTERNDRIVEN LONG SHORT-TERM MEMORY. S Donghwan, M Busogi, AM CHUNG BAEK, N Kim Economic Computation & Economic Cybernetics Studies & Research 54 (3), 2020 | 14 | 2020 |
| Design of non-periodic lattice structures by allocating pre-optimized building blocks H Choi, AM Chung Baek, N Kim International Design Engineering Technical Conferences and Computers and …, 2019 | 7 | 2019 |
| Multi-objective robust parameter optimization using the extended and weighted k-means (EWK-means) clustering in laser powder bed fusion (LPBF) AMC Baek, E Park, M Seong, J Koo, N Kim Expert Systems with Applications 236, 121349, 2024 | 3 | 2024 |
| Downskin Surface Roughness Prediction with Machine Learning for As-Built CM247LC Fabricated Via Powder Bed Fusion with a Laser Beam J Koo, S Lee, AMC Baek, E Park, N Kim 3D Printing and Additive Manufacturing, 2023 | 1 | 2023 |
| Irregularity Reflection for Multivariate Time Series Forecasting Using Convolutional Neural Networks Y Choo, AM Chung Baek, N Kim, C Lee, HG Woo Available at SSRN 4492823, 2023 | 1 | 2023 |
| In situ monitoring-based feature extraction for metal additive manufacturing products warpage prediction J Lee, AMC Baek, N Kim, D Kwon Smart Structures and Systems 29 (6), 767-775, 2022 | 1 | 2022 |
| The Research of Surface Roughness Prediction with Machine Learning According to Process Parameters in Laser Powder Bed Fusion J Koo, E Park, AMC Baek, N Kim International Conference on Advanced Surface Enhancement, 62-65, 2021 | 1 | 2021 |
| Multi-objective robust parameter optimization using the extended and weighted k-means (EWK-means) clustering in laser powder bed fusion (LPBF) AM Chung Baek, E Park, M Seong, J Koo, ID Jung, N Kim | | 2024 |
| 결함 감지를 위한 LPBF 적층 이미지 해상도 향상 모델 오영훈， 김태환， 박현우， 정해권， 김정식， 방적호， 김남훈 대한기계학회, 2022 | | 2022 |
| A robust multi-objective parameter optimization in selective laser melting using unsupervised learning AM Chung Baek, E Park, N Kim ASME, 2022 | | 2022 |
| 작업자가 포함된 생산 시스템의 디지털 트윈 구축을 위한 인공지능 기반 인간 행동 분석 연구 박수형， 정해권， 박영희， 김남훈 한국 CDE 학회 논문집 27 (1), 57-67, 2022 | | 2022 |
| Route optimization using deep reinforcement learning with simulation-based data generation: a case study of evacuation guidance in a radiological emergency J Kim, A Chung Baek, N Kim International Federation of Operational Research Societies, 2021 | | 2021 |
| Non-uniform Lattice Structure Design and Optimization for Additive Manufacturing AMC Baek, N Kim IIE Annual Conference. Proceedings, 712-717, 2020 | | 2020 |
| NON-PERIODIC LATTICE STRUCTURE DESIGN FOR ADDITIVE MANUFACTURING AM Chung Baek Graduate School of UNIST, 2020 | | 2020 |
| NON-PERIODIC LATTICE STRUCTURE DESIGN FOR ADDITIVE MANUFACTURING AMC Baek | | |
| Irregularity Reflection Neural Network for Time Series Forecasting YJ Choo, AMC Baek, N Kim, HG Woo | | |
