Giannis Spiliopoulos

According to our database, Giannis Spiliopoulos authored at least 19 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Patterns of Life : Global Inventory for maritime mobility patterns.

Giannis Spiliopoulos, Marios Vodas, Georgios Grigoropoulos, Konstantina Bereta, Dimitris Zissis

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

Detecting the Spatiotemporal Characteristics of the Supply-chain Disruption and Estimating its Short Term Effects.

Giannis Spiliopoulos, Cesar Ducruet, Leonardo Maria Millefiori, Paolo Braca, Dimitris Zissis

Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference, 2024

GMSA: A Digital Twin Application for Maritime Route and Event Forecasting.

Georgios Grigoropoulos, Giannis Spiliopoulos, Ilias Chamatidis, Manolis Kaliorakis, Alexandros Troupiotis-Kapeliaris, Marios Vodas, Evangelia Filippou, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis, Dimitris Zissis, Konstantina Bereta

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

A Scalable System for Maritime Route and Event Forecasting.

Georgios Grigoropoulos, Giannis Spiliopoulos, Ilias Chamatidis, Manolis Kaliorakis, Alexandros Troupiotis-Kapeliaris, Marios Vodas, Evangelia Filippou, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis, Dimitris Zissis, Konstantina Bereta

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

2023

The Big Picture: An Improved Method for Mapping Shipping Activities.

Alexandros Troupiotis-Kapeliaris, Dimitris Zissis, Konstantina Bereta, Marios Vodas, Giannis Spiliopoulos, Giannis Karantaidis

Remote. Sens., November, 2023

A Digital Twin for Maritime Situational Awareness.

Alexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos, Georgios Grigoropoulos, Evangelia Filippou, Ilias Chamatidis, Marios Vodas, Manolis Kaliorakis, Dimitris Zissis

Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, 2023

2022

Navigating through dense waters: a toolbox for creating maritime density maps.

Alexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos, Marios Vodas, Dimitrios Zissis

Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

2021

MongoDB Vs PostgreSQL: A comparative study on performance aspects.

Antonios Makris, Konstantinos Tserpes, Giannis Spiliopoulos, Dimitrios Zissis, Dimosthenis Anagnostopoulos

GeoInformatica, 2021

Correction to: MongoDB Vs PostgreSQL: a comparative study on performance aspects.

Antonios Makris, Konstantinos Tserpes, Giannis Spiliopoulos, Dimitrios Zissis, Dimosthenis Anagnostopoulos

GeoInformatica, 2021

A comparison of supervised learning schemes for the detection of search and rescue (SAR) vessel patterns.

Konstantinos Chatzikokolakis, Dimitrios Zissis, Giannis Spiliopoulos, Konstantinos Tserpes

GeoInformatica, 2021

Detecting representative trajectories from global AIS datasets.

Nikolas Zygouras, Giannis Spiliopoulos, Dimitris Zissis

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Maritime Network Analysis: Connectivity and Spatial Distribution.

César Ducruet, Justin Berli, Giannis Spiliopoulos, Dimitris Zissis

Proceedings of the Guide to Maritime Informatics., 2021

2020

Real-time maritime anomaly detection: detecting intentional AIS switch-off.

Ioannis Kontopoulos, Konstantinos Chatzikokolakis, Dimitris Zissis, Konstantinos Tserpes, Giannis Spiliopoulos

Int. J. Big Data Intell., 2020

A Distributed Spatial Method for Modeling Maritime Routes.

Dimitris Zissis, Konstantinos Chatzikokolakis, Giannis Spiliopoulos, Marios Vodas

IEEE Access, 2020

2019

Performance Evaluation of MongoDB and PostgreSQL for Spatio-temporal Data.

Antonios Makris, Konstantinos Tserpes, Giannis Spiliopoulos, Dimosthenis Anagnostopoulos

Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

2018

Mining Vessel Trajectory Data for Patterns of Search and Rescue.

Konstantinos Chatzikokolakis, Dimitrios Zissis, Giannis Spiliopoulos, Konstantinos Tserpes

Proceedings of the Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), 2018

Countering Real-Time Stream Poisoning: An Architecture for Detecting Vessel Spoofing in Streams of AIS Data.

Ioannis Kontopoulos, Giannis Spiliopoulos, Dimitrios Zissis, Konstantinos Chatzikokolakis, Alexander Artikis

Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

2017

A Big Data Driven Approach to Extracting Global Trade Patterns.

Giannis Spiliopoulos, Dimitrios Zissis, Konstantinos Chatzikokolakis

Proceedings of the Mobility Analytics for Spatio-Temporal and Social Data, 2017

Knowledge extraction from maritime spatiotemporal data: An evaluation of clustering algorithms on Big Data.

Giannis Spiliopoulos, Konstantinos Chatzikokolakis, Dimitrios Zissis, Evmorfia Biliri, Dimitrios Papaspyros, Giannis Tsapelas, Spyros Mouzakitis

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017