Category Archives: machine learning

New Graduates in the CI&ML group!

Congratulations to two M.Sc. students who have just completed their Computer Science master with two theses on machine learning.

Marco Podda studied how to help clinicians in predicting and understanding the causes of mortality in low birth-weight infants.

Cosimo Ragusa developed ReCoPy, a state-of-the-art neural networks library for Reservoir Computing in Python.

Paper accepted @ESANN2017

The joint research work with the Biobeats guys has produced an offspring which will be presented at ESANN 2017:

Bacciu Davide, Colombo Michele, Morelli Davide, Plans David: ELM Preference Learning for Physiological Data. Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN'17), i6doc.com, Louvain-la-Neuve, Belgium, 2017, ISBN: 978-2-875870384.

See you soon in Bruges!

New journal paper soon out

Check out this work on using machine learning to perform short term predictions on circulating bikes in Pisa’s bike sharing system CicloPi

Bacciu Davide, Carta Antonio, Gnesi Stefania, Semini Laura: An Experience in using Machine Learning for Short-term Predictions in Smart Transportation Systems. In: Journal of Logical and Algebraic Methods in Programming , vol. 87, pp. 52-66, 2017, ISSN: 2352-2208.