| 2023 | BERT 감성분석과 LSTM 모델을 활용한 코스피지수 방향성 예측 연구 | 장서희 | Master's Thesis |
| 2022 | BERT를 이용한 학습용 판례 데이터셋 자동구축 및 판례 유사도 분석 | 조희진 | Master's Thesis |
| 2022 | CNN-LSTM Hybrid Approach for Aspect-based Sentiment Analysis | DIOUF, CATHY | Master's Thesis |
| 2021 | Conditional Generative Adversarial Network(CGAN) 기반 협업 필터링 추천 시스템 | 강소이 | Master's Thesis |
| 2021 | Deep Learning based Newsvendor Model in Collaboration with Monte Carlo Dropout for Inventory Allocation Problem | Nalinh Thoummala | Master's Thesis |
| 2023 | Diagnostic Classification Framework of Ambient Sensor Data for Aging in Place Smart Home Environments | 김지윤 | Master's Thesis |
| 2022 | GAN 기반 데이터 증강을 활용한 온라인 리뷰 감성 평가 | 김현빈 | Master's Thesis |
| 2022 | Korean BERT Ensemble for Sentiment Analysis | 이예진 | Master's Thesis |
| 2022 | Local Explanation Generation Methods for Machine Learning-Based Bankruptcy Prediction Model | 조수현 | Doctoral Thesis |
| 2020 | LSTM 기반의 Top-down 분해방식을 이용한 단기 전력수요 예측 | 노윤지 | Master's Thesis |
| 2021 | Multi-Item Inventory Control Model with a Budget Constraint using Reinforcement Learning | LAU, XIA JIUN | Master's Thesis |
| 2019 | Neural Word Embedding based One-Class Collaborative Filtering Recommender System | 박효진 | Master's Thesis |
| 2018 | Optimization of Text Feature Selection Using Genetic Algorithm for Sentiment Classification | 장미정 | Master's Thesis |
| 2023 | Pattern Exploiting Train 방법을 활용한 속성 카테고리 감성분류 연구 | 윤지희 | Master's Thesis |
| 2023 | Pre-defined Curriculum Learning for Time Series Classification | 남보라 | Master's Thesis |
| 2018 | Recurrent Neural Network based Recommendation System with Sequence Pattern Mining | 김소희 | Master's Thesis |
| 2022 | Stock Index Forecasting with LSTM and Attention Mechanism | LIAO, SIJIA | Master's Thesis |
| 2021 | Towards Explainable Image Classifier | 서이안 | Doctoral Thesis |
| 2021 | Two-stage 콘텐츠 선호 모형을 결합한 행렬 분해 기반 영화 추천시스템 | 백서인 | Master's Thesis |
| 2022 | 간헐적 수요 특성에 따른 하이브리드 예측 모델 비교 연구 | 변현정 | Master's Thesis |
