Argomenti di tesi proposti dal docente.
Below a partial list of thesis and internships. Please talk to me during office hours for more details. Here are some instructions for writing essays, internships and thesis (work in progress).
Available thesis (and internships)
1. Biomedical/socio-clinical data analysis
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Mining of clinical data for the prediction of serious unexpected events
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Clinical predictions using heterogeneous data of patients (text, codes, parameters)
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PubMed full-text dataset crawling and scraping
2. Temporal Information Retrieval and Mining
3. Text Mining
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Text classification in the International Classification of Diseases (ICD-9, ICD-10) for Emergency Department diagnosis
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Domain-specific word embeddings for ICD (semi)automatic coding of discharge texts
4. Cloud/social networks/digital forensics
5. Copyright and watermarking
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Text authorship attribution by learning characterizing features of writing styles from big datasets
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Text watermarking and digital rights management for copyright protection
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Fake news tracking using watermarking to certify the source reliability
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Watermarking for Large Language Models
6. Competition in Digital markets
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competition among service/app providers in the digital markets
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data portability/open access as technical solution to foster competition
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online search engine ranking and competition alteration
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artificial intelligence and competition
7. Similarity distances for plagiarism detection in
8. Interpretability and Explainability in AI using
Ultime tesi seguite dal docente
Tesi di Laurea
- Data Augmentation in Modelli di Intelligenza
Artificiale per il Declino Cognitivo
- ontology for nature-based solutions
- Sistemi di raccomandazione e di moderazione dei contenuti nelle piattaforme digitali
- Towards the Watermarking of Large Language Models: A Survey
- Using Large Language Models to Derive Prognostic Indices from Emergency Department Records: A Retrospective Study
Tesi di Laurea Magistrale
- AI-based Models for Cognitive Impairment Detection in Cancer Treatment: Analysis of Preclinical Data within the AI4ChemoBrain Project
- Progettazione e Sviluppo di una Piattaforma Digitale per l'Analisi dell'Interazione tra Discorso Pubblico, Regolamentazione e Processi Democratici