| 2023-08 | Explainable Deep Supervised Leaning-based Biological Age Estimation with Risk Score | Lim, Chiehyun; Lim, Dongcheol | Master's thesis | 70 |
| 2023-02 | A deep learning framework for anomaly detection in multivariate time series | Lim, Sunghoon; Ku, Minjoo | Master's thesis | 725 |
| 2023-02 | GC-RED : Graph Convolution-based Recurrent Encoder-Decoder for anomaly diagnosis in multivariate time series | Lee, Junghye; Kim, Yejin | Master's thesis | 617 |
| 2023-02 | CNCToolDQN : Deep Q-learning on the anomaly detection and remaining useful life estimation for tool monitoring | Lim, Chiehyeon; Kim, Yearm | Master's thesis | 719 |
| 2023-02 | Cluster analysis of cryptocurrencies via deep clustering | Lee, Yongjae; Choi, Minjoo | Master's thesis | 712 |
| 2023-02 | Domain Knowledge-Informed Functional Outlier Detection for Line Quality Control Systems | Kim, Sungil; Mun, Jong Hwan | Master's thesis | 599 |
| 2023-02 | Can GANs Learn Temporal Structures of Financial Time Series? | Lee, Yongjae; Kwon, Sohyeon | Master's thesis | 598 |
| 2023-02 | A Recurrence Plot based Graph Convolutional Network for Time Series Classification | Lee, Junghye; Kang, Hyewon | Master's thesis | 634 |
| 2023-02 | Genetic Algorithm for AutoML in predictive process monitoring | Comuzzi, Marco; Kwon, Nahyun | Master's thesis | 726 |
| 2023-02 | Semi-Supervised Contrastive Learning for Anomaly Detection in Contaminated Data | Kim, Sungil; Kim, Gyeongjun | Master's thesis | 947 |
| 2023-02 | Personal recommender system via convolutional autoencoder with conditioning augmentation : Recommender system and representation learning with convolutional autoencoder | Lim, Sunghoon; Kim, Sunjun | Master's thesis | 770 |
| 2022-08 | Vessel behavior assessment and anomaly detection from AIS data | Kim, Sung Il; Yoon, Kwon In | Master's thesis | 1174 |
| 2022-02 | Identification of soft clusters of pitch traces and its application to predict pitcher-versus-batter matchups | Lim, Chihyeon; Kim, Soohyeok | Master's thesis | 1295 |
| 2022-02 | Optimal cooling shelter operations strategy during heat waves | Kweon, Sang Jin; Woo, Seungok | Master's thesis | 1284 |
| 2022-02 | Importance of Chemical Endurance for Designing Stable Surfaces of Ni-Rich Cathode Materials | Seo, Dong-Hwa; Lim, Jihye | Master's thesis | 1357 |
| 2021-08 | Modelling Traffic Incidents Impacts and Prediction of Incident driven Congestion Propagation in a Large Scale Road Network | Kim, Sungil; Lee, Juyeong | Master's thesis | 1284 |
| 2021-08 | Development of composite indicators for examining the vulnerability of household finance through a Risk Information-adjusted Hierarchical Autoencoder | Lee, Jung Hye; Kim, Kyeongbin | Master's thesis | 1339 |
| 2021-02 | Federated Learning with Sufficient Dimension Reduction and Generative Models | Lee, Junghye; Hahn, Seok-Ju | Master's thesis | 1631 |
| 2021-02 | Unsupervised Anomaly Detection to Monitor Delays of Vessel Voyages based on Variational Autoencoder and Control Chart | Kim, Sungil; Park, Jaemin | Master's thesis | 1398 |
| 2021-02 | Identification of the Quality Evaluation Criteria for Product-based Smart Services | Lim, Chiehyeon; Lee, Donggi | Master's thesis | 1324 |
