5G and edge computing in railways (ICT for RAILWAYS workshop)

IN2DREAMS presentation shown during the ICT for RAILWAYS workshop that was held in Naples on the 12/09/2019.

Download

Compute Resource Disaggregation: An Enabler for Efficient 5G RAN Softwarisation

Paper submitted for the 27th edition of the European Conference on Networks and Communications (EuCNC 2018)

Download

Fairness and Accountability of Machine Learning Models in Railway Market: are Applicable Railway Law

Paper submitted for the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2019

Download

Improving Railway Maintenance Actions with Big Data and Distributed Ledger Technologies

Paper submitted for the 2019 INNS Big Data and Deep Learning (INNSBDDL 2019) conference

Download

IN2DREAMS Brochure

Download

IN2DREAMS Final Event Pictures

Download

IN2DREAMS Final Event Presentations

Download

IN2DREAMS Newsletter - August 2018

Download

IN2DREAMS Newsletter - August 2019

Download

IN2DREAMS presentation at InnoTrans2018

Download

Large-scale railway networks train movements

Paper submitted for IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2018

Download

Model Selection and Error Estimation in a Nutshell, 2020

Preprint of the book "Oneto, L., Springer, Model Selection and Error Estimation in a Nutshell, 2020"

Download

Poster for BDVA 2018

Poster shown during "4th International Symposium on Big Data Visual and Immersive Analytics", (BDVA), 2018

Download

Provisioning of 5G Services Employing Machine Learning Techniques

Paper submitted for the 22nd conference on Optical Network Design and Modelling (ONDM 2018)

Download

Restoration Time Prediction in Large Scale Railway Networks: Big Data and Interpretability

Paper submitted for the 2019 INNS Big Data and Deep Learning (INNSBDDL 2019) conference

Download

Train Overtaking Prediction in Railway Networks: a Big Data Perspective

Paper submitted for the 2019 INNS Big Data and Deep Learning (INNSBDDL 2019) conference

Download

Visual Analytics for Supporting Conflict Resolution in Large Railway Networks

Paper submitted for the 2019 INNS Big Data and Deep Learning (INNSBDDL 2019) conference

Download

Visualization For Train Management: Improving Overviews in Safety-critical Control Room Environments

Paper submitted for the "4th International Symposium on Big Data Visual and Immersive Analytics", (BDVA), 2018

Download