The 3rd IEEE Intl. Maritime Big Data Workshop (MBDW 2022)

collocated with the 23rd IEEE Intl. Conference on Mobile Data Management (MDM 2022)
June 6, 2022, Paphos, Cyprus

Accepted Papers


Regular Papers


#1 Benchmarking Moving Object Functionalities of DBMSs using Real-world Spatiotemporal Workload
Ioannis Kontopoulos (Harokopio University of Athens, MarineTraffic); Antonios Makris (Harokopio University of Athens); Stylianos Nektarios Xyalis (Harokopio University of Athens); Konstantinos Tserpes (Harokopio University of Athens)
#3 Online Training for Fuel Oil Consumption Estimation: A Data Driven Approach
Dimitris Kaklis (Harokopeio University); Iraklis Varlamis (Harokopio University of Athens); George Giannakopoulos (IIT Demokritos); Constantine Spyropoulos (IIT Demorktios); Takis Varelas (Danaos Research Center)
#6 Making Sense of Heterogeneous Maritime Data
Manolis N Pitsikalis (University of Liverpool, Department of Computer Science); Alexei Lisitsa (University of Liverpool, Department of Computer Science); Patrick Totzke (University of Liverpool, Department of Computer Science); Simon Lee (Denbridge Marine Ltd.)
#8 Estimation of Sea Surface Current Velocities using AIS Data
Konstantinos Christodoulou (Cyprus University of Technology); Herodotos Herodotou (Cyprus University of Technology); Michalis Michaelides (Cyprus University of Technology)
#10 An Intelligent Framework for Vessel Traffic Monitoring using AIS Data
Nicos Evmides (Cyprus University of Technology); Lambros Odysseos (Cyprus University of Technology); Michalis Michaelides (Cyprus University of Technology); Herodotos Herodotou (Cyprus University of Technology)
#11 Semantic Segmentation of AIS Trajectories for Detecting Complete Fishing Activities
Song Wu (Universite Libre de Bruxelles); Kristian Torp (Aalborg University); Mahmoud Sakr (Universite Libre de Bruxelles); Esteban Zimanyi (Universite Libre de Bruxelles)
#12 Vessel Collision Risk Assessment using AIS Data: A Machine Learning Approach
Andreas Tritsarolis (University of Piraeus); Eva Chondrodima (University of Piraeus); Nikos Pelekis (University of Piraeus); Yannis Theodoridis (University of Piraeus)
#13 Machine Learning Models for Vessel Traffic Flow Forecasting: An Experimental Comparison
Petros Mandalis (University of Piraeus); Eva Chondrodima (University of Piraeus); Yannis Kontoulis (University of Piraeus); Nikos Pelekis (University of Piraeus); Yannis Theodoridis (University of Piraeus)

Demo Papers


#9 Online Analytical Processing of Port Calls for Decision Support
Aidan Worth (Delevant Business Solutions Ltd); Aris Televantos (Delevant Business Solutions Ltd); Nicos Evmides (Cyprus University of Technology); Michalis Michaelides (Cyprus University of Technology); Herodotos Herodotou (Cyprus University of Technology)

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