Danilo Montesi

Below a partial list of thesis and internships. Please talk to me during office hours for more details. Here are some instructions [http://smartdata.cs.unibo.it/internships-thesis://] for writing essays, internships and thesis (work in progress).

Available thesis (and internships)

1. Biomedical/socio-clinical data analysis

• Mining of clinical data for the prediction of serious unexpected events

• Clinical predictions using heterogeneous data of patients (text, codes, parameters)

• PubMed full-text dataset crawling and scraping

2. Temporal Information Retrieval and Mining

• Tree index for access and search of time intervals in text

• Evaluation of Temporal Word Embeddings in web archives for text classification

3. Text Mining

• Text classification in the International Classification of Diseases (ICD-9, ICD-10) for Emergency Department diagnosis

• Domain-specific word embeddings for ICD (semi)automatic coding of discharge texts

4. Cloud/social networks/digital forensics

• Text, pictures and sensors digital footprints analysis

5. Copyright and watermarking

• Text authorship attribution by learning characterizing features of writing styles from big datasets

• Text watermarking and digital rights management for copyright protection

• Fake news tracking using watermarking to certify the source reliability

• Watermarking for Large Language Models

6. Competition in Digital markets

• competition among service/app providers in the digital markets

• data portability/open access as technical solution to foster competition

• online search engine ranking and competition alteration

• artificial intelligence and competition

7. Similarity distances for plagiarism detection in

• source code

• text

• user experience (human-computer interaction + graphical aspects)

8. Interpretability and Explainability in AI using