Student Projects
The group offers various bachelor’s (“B”) and master’s (“M”) theses for students in informatics. Interested students may directly contact the corresponding supervisors for further details. To some extent, variations of the topics are possible.
This page also lists available summer projects for Undergraduate Research Opportunities Program (“U”). If you are interested in one of the projects offered below, please get in touch directly with the supervisor listed on this page. For more information about previous UROP projects at USI, please take a look at the USI – Internships page.
Available Projects
| Type | Title | Supervisor(s) | Status |
|---|---|---|---|
| BM | EDA Lateralization during Sleep | Leonardo Alchieri | available |
| BM | Personalized Sleep Quality Prediction Model Using Wearable Devices | Nouran Abdalazim | available |
| MU | Self-supervised Domain Adaptation for Sensor Data | Martin Gjoreski | available |
| BMU | Privacy-aware Video-based Sensing for Affect Recognition | Martin Gjoreski | available |
| MU | Explainable AI for Federated Models in Wearable Sensing | Martin Gjoreski | available |
Assigned Projects
| Type | Title | Student | Supervisor(s) | Assigned |
|---|---|---|---|---|
| B | Fed-CogLoad: Federated Cognitive Load Estimation | Mattias Formo | Martin Gjoreski | March, 2023 |
| B | Analysis of Human Memory and Physiological Signals | Andrea Prato | Matías Laporte | February, 2023 |
| M | User identification in real-world settings using w... | Emilio Lingenthal | Lidia Alecci | January, 2023 |
| M | Affect and Learning in the LAUREATE Dataset | Enqi Fu | Matías Laporte | January, 2022 |
| M | Counterfactual Explanations for Unsupervised Learn... | Aurora Spagnol | Martin Gjoreski | November, 2022 |
| B | Multimodal Federated Learning for Sensor Data | Alessandro Gobbetti | Martin Gjoreski | February, 2023 |
| M | Transformers for human mobility modeling | Riccardo Corrias | Martin Gjoreski | January, 2022 |