Publications

(2020). An Optimal Control Approach to Learning in SIDARTHE Epidemic model.

PDF Code Project

(2020). Vulgaris: Analysis of a Corpus for Middle-Age Varieties of Italian Language.

PDF Code Project

Giuseppe Marra, Andrea Zugarini, Stefano Melacci, Marco Maggini (2020). An Unsupervised Character-Aware Neural Approach to Word and Context Representation Learning. International Conference on Artificial Neural Networks.

Andrea Zugarini, Jérémy Morvan, Stefano Melacci, Stefan Knerr and Marco Gori (2020). Combining deep learning and symbolic processing for extracting knowledge from raw text. IAPR Workshop on Artificial Neural Networks in Pattern Recognition.

Andrea Zugarini, Stefano Melacci, Marco Maggini (2019). Neural Poetry: Learning to Generate Poems Using Syllables. International Conference on Artificial Neural Networks.

Achille Globo, Antonio Trevisi, Andrea Zugarini, Leonardo Rigutini, Marco Maggini, Stefano Melacci (2019). Neural Paraphrasing by Automatically Crawled and Aligned Sentence Pairs. 2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS).

Marco Maggini, Giuseppe Marra, Stefano Melacci, Andrea Zugarini (2019). Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances. IEEE Transactions on Neural Networks and Learning Systems.

Ottavia Spiga, Vittoria Cicaloni, Andrea Zatkova, Lia Millucci, Giulia Bernardini, Andrea Bernini, Barbara Marzocchi, Monica Bianchini, Andrea Zugarini, Alberto Rossi, others (2018). A new integrated and interactive tool applicable to inborn errors of metabolism: Application to alkaptonuria. Computers in biology and medicine.

Francesco Giannini, Vincenzo Laveglia, Alessandro Rossi, Dario Zanca, Andrea Zugarini (2017). Neural networks for beginners. A fast implementation in matlab, torch, tensorflow. arXiv preprint arXiv:1703.05298.