In the context of the 25th IEEE International Conference on Mobile Data Management MobiSpaces will organise a dedicated workshop. The goal of this workshop is to showcase the achievements in implementing real life scenarios of mobility data management via exploiting the outcomes of the MobiSpaces project. The workshop comprises a sequence of demonstrations showcasing the theoretical and technical underpinnings that illustrate innovative instances of translating theory into impactful solutions within the mobility domain.
Concurrently, technical questions from the audience will be collected to facilitate a productive discussion on how to best align the needs of external MobiSpaces stakeholders. This will align the technical work carried out internally in MobiSpaces to match the market requirements effectively.
Agenda
June 24, 17:30 - 19:00 CEST
- Introduction MobiSpaces Project - 10 min - by Ioannis Chrysakis, Netcompany-Intrasoft
- Demo 1 - The MobiSpaces Edge Analytics Suite - Privacy-Preserving Mobility-Aware Data Analysis in Decentralized Environments with FL, XAI, and Visual Analytics - 15 min -" by Ioannis Chrysakis, Netcompany-Intrasoft
- Demo 2 - MEOS: An Open Source Library for Mobility Data Management - 15 min - by Machado Garcez Duarte Mariana and Mahmoud Sakr, Université Libre de Bruxelles
- Demo 3 - iRoute “Intelligent Transport Routing - 15 min by Salvatore Cipolla, Engineering
- Demo 4 - VesselEdge – Federated Learning for Maritime Movement Anomaly Detection - 15 min - by Anita Graser, AIT Austrian Institute of Technology
- Demo 5 - A Distributed AIS Data Warehouse - 15 min - by Kristian Torp Aalborg University
- Q&A - 5 min
Demos
Demo 1 - The MobiSpaces Edge Analytics Suite: This demo introduces the Edge Analytics Suite (EAS), demonstrating the use of decentralized, edge analytics algorithms that leverage ML and XAI techniques for analyzing mobility data.
Demo 2 - MEOS: An Opensource Library for Mobility Data Management: MEOS (Mobility Engine, Open Source) is a C library and its associated API for manipulating temporal and spatiotemporal data. The demo will showcase the use of demo on real-world trajectory data.
Demo 3 - iRoute “Intelligent Transport Routing: The demo will show how, through Mobispaces Platform, AI has been used to solve bus scheduling problems inside the Municipality of Genoa, Italy, for an electric bus fleet.
Demo 4 - VesselEdge – Federated Learning for Maritime Movement Anomaly Detection: This demo presents the federated learning algorithm developed to perform movement anomaly detection in maritime settings
Demo 5 - DIPAAL A Distributed AIS Data Warehouse: This demo shows how to efficiently query very large AIS data sets.
External event
Date range
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