Good news in ESANN 2018 program

First congratulations to my student Daniele for his first scientific paper:

Bacciu Davide, Castellana Daniele: Mixture of Hidden Markov Models as Tree Encoder. Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN'18), i6doc.com, Louvain-la-Neuve, Belgium, 2018, ISBN: 978-287587047-6.

Great success also for the Deep Learning in Bionformatics special session I am co-organizing. We received an high number of great quality papers but only 20% had to be chosen for the oral plenary. Check out the program here!

New IEEE Transactions paper!

A paper on generative tree kernels has just been accepted for publication on the prestigious IEEE Transactions on Neural Networks and Learning Systems. Nice Christmas gift for my and my co-authors, Alessio Micheli and Alessandro Sperduti!

 

Bacciu Davide, Micheli Alessio, Sperduti Alessandro: Generative Kernels for Tree-Structured Data. In: Neural Networks and Learning Systems, IEEE Transactions on, 2018, ISSN: 2162-2388 .

New journal paper accepted

A paper on randomized neural networks for preference learning with physiological timeseries data has just been accepted for pubblication on the Neurocomputing journal. Congratulations to my Biobeats collaborators!

Bacciu Davide, Colombo Michele, Morelli Davide, Plans David: Randomized neural networks for preference learning with physiological data. In: Neurocomputing, vol. 298, pp. 9-20, 2018.

 

Organizing a Deep Learning Special Session @WCCI2018

New upocoming special session: I am co-organizing a  Deep Learning for Structured and Multimedia Information (DEEPSM) session at WCCI2018.

The session is meant to attract researchers working on the next generation of deep learning models for machine vision and multimedia information which are capable of extracting and processing information in a structured representation and/or with a multimodal nature.

Work in progress for securing sponsorship for best paper awards.

Deadline for paper submission: 15 January 2018.

Prospective contributors/participants can contact me (or another co-organizer) for details.

Organized by: Davide Bacciu (Università di Pisa, Italy), Silvio Jamil F. Guimarães (PUC Minas, Brazil) and Zenilton K. G. Patrocínio Jr (PUC Minas, Brazil).