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ORCIDBig Data Analytics for Time-Critical Mobility Forecasting, 2020
- George A. Vouros
, Gennady L. Andrienko, Christos Doulkeridis, Nikolaos Pelekis, Alexander Artikis, Anne-Laure Jousselme, Cyril Ray, José Manuel Cordero Garcia, David Scarlatti:
Big Data Analytics for Time-Critical Mobility Forecasting, From Raw Data to Trajectory-Oriented Mobility Analytics in the Aviation and Maritime Domains. Springer 2020, ISBN 978-3-030-45163-9
Time Critical Mobility Operations and Data: A Perspective from the Maritime and Aviation Domains
- Cyril Ray, Anne-Laure Jousselme, Clément Iphar, Maximilian Zocholl, Elena Camossi, Richard Dreo:
Mobility Data: A Perspective from the Maritime Domain. 3-31 - Jose Manuel Cordero Garcia, David Scarlatti:
The Perspective on Mobility Data from the Aviation Domain. 33-56
Visual Analytics and Trajectory Detection and Summarization: Exploring Data and Constructing Trajectories
- Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs, Stefan Rüping, Jose Manuel Cordero Garcia, David Scarlatti, George A. Vouros, Ricardo Herranz, Rodrigo Marcos:
Visual Analytics in the Aviation and Maritime Domains. 59-84 - Kostas Patroumpas, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis:
Trajectory Detection and Summarization over Surveillance Data Streams. 85-120
Trajectory Oriented Data Management for Mobility Analytics
- Georgios M. Santipantakis, George A. Vouros, Akrivi Vlachou, Christos Doulkeridis:
Modeling Mobility Data and Constructing Large Knowledge Graphs to Support Analytics: The datAcron Ontology. 123-153 - Georgios M. Santipantakis, Christos Doulkeridis, Akrivi Vlachou, George A. Vouros:
Integrating Data by Discovering Topological and Proximity Relations Among Spatiotemporal Entities. 155-179 - Panagiotis Nikitopoulos, Nikolaos Koutroumanis, Akrivi Vlachou, Christos Doulkeridis, George A. Vouros:
Distributed Storage of Large Knowledge Graphs with Mobility Data. 181-211
Analytics Towards Time Critical Mobility Forecasting
- Harris V. Georgiou, Petros Petrou, Panagiotis Tampakis, Stylianos Sideridis, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis:
Future Location and Trajectory Prediction. 215-254 - Manolis Pitsikalis, Konstantina Bereta, Marios Vodas, Dimitris Zissis, Alexander Artikis:
Event Processing for Maritime Situational Awareness. 255-274 - Panagiotis Tampakis, Stylianos Sideridis, Panagiotis Nikitopoulos, Nikos Pelekis, Christos Doulkeridis, Yannis Theodoridis:
Offline Trajectory Analytics. 275-312
Big Data Architectures for Time Critical Mobility Forecasting
- George A. Vouros, Apostolos Glenis, Christos Doulkeridis:
The δ Big Data Architecture for Mobility Analytics. 315-339
Ethical Issues for Time Critical Mobility Analytics
- Gemma Galdon Clavell, Victoria Peuvrelle:
Ethical Issues in Big Data Analytics for Time Critical Mobility Forecasting. 343-358
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