Category Archives: news

Dropout paper @IJCNN2017

How can you use Dropout to handle missing inputs in recurrent neural network? A nice paper by my student Francesco Crecchi is going to answer this at IJCNN2017

Bacciu Davide, Crecchi Francesco, Morelli Davide: DropIn: Making Neural Networks Robust to Missing Inputs by Dropout. Proceedings of the 2017 International Joint Conference on Neural Networks (IJCNN 2017) , IEEE, 2017, ISBN: 978-1-5090-6182-2.

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.