Workshop Program
9:15 - 9:30 : Opening and Welcome
9:30 - 10:30 : Κeynote Speech
- Patterns of collective movement behavior ... in football
- Gennady Andrienko and Natalia Andrienko (Fraunhofer IAIS, Germany)
10:30 - 11:00 : Coffee Break
11:00 - 13:00 : Session 1 - Spatio-temporal/Trajectory Forecasting and Predictions
- - Towards a Unified Vessel Traffic Flow Forecasting Framework
- Petros Mandalis, Eva Chondrodima, Yannis Kontoulis, Nikos Pelekis and Yannis Theodoridis
- - Real-Time Spatio-Temporal Forecasting with Dynamic Urban Event and Vehicle Level Flow Information
- Chris Conlan, Joe Oakley, Gunduz Vehbi Demirci, Alexandros Sfyridis and Hakan Ferhatosmanoglu
- - Enriching fixed stations based air pollution monitoring with opportunistic mobile monitoring
- Mohammad Abboud, Karine Zeitouni and Yehia Taher
- - Predicting EV parking behaviour in shared premises
- Chiara Renso, Fabiano Pallonetto, Lorenzo Gabrielli and Vinicius Monteiro de Lira
13:00 - 14:30 : Lunch Break
14:30 - 16:00 : Session 2 - Learning and Analytics
- - Deep Learning From Trajectory Data: a Review of Neural Network Designs
- Anita Graser, Anahid Jalali, Jasmin Lampert, Axel Weißenfeld and Krzysztof Janowicz
- - Scalable Distributed Trajectory Clustering Using Apache Spark
- Stamatis Stefanopoulos, Charilaos Akasiadis, Nikos Pelekis and Dimitris Zissis
- - AIS Data Analytics for Shipping Business Decision-Making: A Short Survey
- Andreas Kouvaras, Dimitris Tsouknidis and Alexander Artikis
16:00 - 16:30 : Coffee Break
16:30 - 17:30 : Session 3 - Data Processing
- - Outlier Detection and Cleaning in Trajectories: A Benchmark of Existing Tools
- Mariana M Garcez Duarte and Mahmoud Sakr
- - Context-Matching in Mobility Trajectories Using Particle Filters
- Mohammadreza Amini and Mahmoud Sakr
17:30 - 17:45 : Discussion and closing