| 2023-02 | A deep learning framework for anomaly detection in multivariate time series | Lim, Sunghoon; Ku, Minjoo | Master's thesis | 168 |
| 2023-02 | GC-RED : Graph Convolution-based Recurrent Encoder-Decoder for anomaly diagnosis in multivariate time series | Lee, Junghye; Kim, Yejin | Master's thesis | 78 |
| 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 | 124 |
| 2023-02 | Cluster analysis of cryptocurrencies via deep clustering | Lee, Yongjae; Choi, Minjoo | Master's thesis | 106 |
| 2023-02 | Domain Knowledge-Informed Functional Outlier Detection for Line Quality Control Systems | Kim, Sungil; Mun, Jong Hwan | Master's thesis | 84 |
| 2023-02 | Can GANs Learn Temporal Structures of Financial Time Series? | Lee, Yongjae; Kwon, Sohyeon | Master's thesis | 84 |
| 2023-02 | A Recurrence Plot based Graph Convolutional Network for Time Series Classification | Lee, Junghye; Kang, Hyewon | Master's thesis | 78 |
| 2023-02 | Genetic Algorithm for AutoML in predictive process monitoring | Comuzzi, Marco; Kwon, Nahyun | Master's thesis | 114 |
| 2023-02 | Semi-Supervised Contrastive Learning for Anomaly Detection in Contaminated Data | Kim, Sungil; Kim, Gyeongjun | Master's thesis | 162 |
| 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 | 110 |
| 2022-08 | Vessel behavior assessment and anomaly detection from AIS data | Kim, Sung Il; Yoon, Kwon In | Master's thesis | 574 |
| 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 | 776 |
| 2022-02 | Optimal cooling shelter operations strategy during heat waves | Kweon, Sang Jin; Woo, Seungok | Master's thesis | 738 |
| 2022-02 | Importance of Chemical Endurance for Designing Stable Surfaces of Ni-Rich Cathode Materials | Seo, Dong-Hwa; Lim, Jihye | Master's thesis | 743 |
| 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 | 784 |
| 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 | 800 |
| 2021-02 | Federated Learning with Sufficient Dimension Reduction and Generative Models | Lee, Junghye; Hahn, Seok-Ju | Master's thesis | 960 |
| 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 | 897 |
| 2021-02 | Identification of the Quality Evaluation Criteria for Product-based Smart Services | Lim, Chiehyeon; Lee, Donggi | Master's thesis | 823 |
| 2021-02 | A rule-based framework for interpretable predictions of business process outcomes using event logs | Comuzzi, Marco; Lee, Suhwan | Master's thesis | 825 |
