Dissertation topics suggested by the teacher.
Recent dissertations supervised by the teacher.
Second cycle degree programmes dissertations
- "Application of Predictive Analytics Methods to a B2B Manufacturing Company: From ARIMA Models to Neural Networks
- A Bank's Journey: From ETL Processes to the Deployment of Machine Learning Algorithms for Predicting Client Default in an Unbalanced Dataset Setting
- An application and privacy evaluation of a Conditional Tabular Generative Adversarial Network (CTGAN)
- Experimenting with CutPaste: Self-Supervision in the Context of Anomaly Detection
- Quantum Neural Networks for Data-Efficient Image Classification
- Query Library Development and Anomaly Detection on Flight Data
- Unstructured Insurance Policies Processing Using Prompt Engineering and Large Language Models: A ChatGPT Proof of Concept
- Unsupervised Methods for Sentiment Analysis and Supervised Methods for Irony Detection
- Zero-Shot Learning for Automated Screening in Systematic Reviews
