|  | Vol-2559 urn:nbn:de:0074-2559-2 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# AI*AAL.it 2019
Artificial Intelligence for Ambient Assisted Living

### Proceedings of the Fifth Italian Workshop on Artificial Intelligence for Ambient Assisted Living 2019
co-located with 18th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2019)

### Rende (CS), Italy, November 22nd, 2019.

Edited by

### Stefania Bandini *
Gabriella Cortellessa **
Filippo Palumbo ***

* Complex Systems & Artificial Intelligence Research Center -- Department of Computer Science, Systems and Communication, Università di Milano Bicocca, Viale Sarca 336-U14, 20216 Milano, Italy
** CNR - Consiglio Nazionale delle Ricerche -- Istituto di Scienze e Tecnologie della Cognizione, Via San Martino della Battaglia 44, 00185 Roma, Italy
*** CNR - Consiglio Nazionale delle Ricerche -- Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo", Area della Ricerca CNR di Pisa, Via G. Moruzzi 1, 56124 Pisa, Italy

## Table of Contents

- Preface

### Invited Talk

- Towards Affective Walkability for Healthy Ageing in the Future of the Cities 1-9
  Stefania Bandini, Francesca Gasparini

### Papers

- Toward the Integration of Perception and Knowledge Reasoning: An Adaptive Rehabilitation Scenario 10-21
  Alessandro Umbrico, Alessandra Sorrentino, Filippo Cavallo, Laura Fiorini, Andrea Orlandini, Amedeo Cesta
- Artificial Intelligence on Edge Computing: a Healthcare Scenario in Ambient Assisted Living 22-37
  Andrea Pazienza, Giulio Mallardi, Corrado Fasciano, Felice Vitulano
- Deep Learning and Machine Learning Techniques for Change Detection in Behavior Monitoring 38-50
  Giovanni Diraco, Alessandro Leone, Andrea Caroppo, Pietro Siciliano
- Improving Sleeping Habits: Preliminary Experiments in Barcelona and Lleida 51-65
  Eloisa Vargiu, Carme Zambrana, Adriano Targa, Ferran Barbe
- Exploiting BLE beacons capabilities in the NESTORE monitoring system 66-84
  Filippo Palumbo, Paolo Baronti, Antonino Crivello, Francesco Furfari, Michele Girolami, Fabio Mavilia, Marta Civiello, Enrico Denna, Leonardo Angelini, Mira El Kamali, Omar Abou Khaled, Elena Mugellini, Giancarlo Pace

2020-02-27: submitted by Filippo Palumbo, metadata incl. bibliographic data published under Creative Commons CC0
2020-02-27: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|