Giannis Spiliopoulos

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Search And Rescue

Clustering Algorithm

Spatiotemporal Data

Top Venues

EDBT/ICDT Workshops

Publications

Giannis Spiliopoulos, Cesar Ducruet, Leonardo Maria Millefiori, Paolo Braca, Dimitris Zissis
Detecting the Spatiotemporal Characteristics of the Supply-chain Disruption and Estimating its Short Term Effects. EDBT/ICDT Workshops (2024)
Giannis Spiliopoulos, Marios Vodas, Georgios Grigoropoulos, Konstantina Bereta, Dimitris Zissis
Patterns of Life : Global Inventory for maritime mobility patterns. EDBT (2024)
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
A Scalable System for Maritime Route and Event Forecasting. EDBT (2024)
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
GMSA: A Digital Twin Application for Maritime Route and Event Forecasting. EDBT (2024)
Alexandros Troupiotis-Kapeliaris, Dimitris Zissis, Konstantina Bereta, Marios Vodas, Giannis Spiliopoulos, Giannis Karantaidis
The Big Picture: An Improved Method for Mapping Shipping Activities. Remote. Sens. 15 (21) (2023)
Alexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos, Georgios Grigoropoulos, Evangelia Filippou, Ilias Chamatidis, Marios Vodas, Manolis Kaliorakis, Dimitris Zissis
A Digital Twin for Maritime Situational Awareness. BDCAT (2023)
Alexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos, Marios Vodas, Dimitrios Zissis
Navigating through dense waters: a toolbox for creating maritime density maps. SETN (2022)
Antonios Makris, Konstantinos Tserpes, Giannis Spiliopoulos, Dimitrios Zissis, Dimosthenis Anagnostopoulos
MongoDB Vs PostgreSQL: A comparative study on performance aspects. GeoInformatica 25 (2) (2021)
Antonios Makris, Konstantinos Tserpes, Giannis Spiliopoulos, Dimitrios Zissis, Dimosthenis Anagnostopoulos
Correction to: MongoDB Vs PostgreSQL: a comparative study on performance aspects. GeoInformatica 25 (1) (2021)
Nikolas Zygouras, Giannis Spiliopoulos, Dimitris Zissis
Detecting representative trajectories from global AIS datasets. ITSC (2021)
Konstantinos Chatzikokolakis, Dimitrios Zissis, Giannis Spiliopoulos, Konstantinos Tserpes
A comparison of supervised learning schemes for the detection of search and rescue (SAR) vessel patterns. GeoInformatica 25 (4) (2021)
Ioannis Kontopoulos, Konstantinos Chatzikokolakis, Dimitris Zissis, Konstantinos Tserpes, Giannis Spiliopoulos
Real-time maritime anomaly detection: detecting intentional AIS switch-off. Int. J. Big Data Intell. 7 (2) (2020)
Dimitris Zissis, Konstantinos Chatzikokolakis, Giannis Spiliopoulos, Marios Vodas
A Distributed Spatial Method for Modeling Maritime Routes. IEEE Access 8 (2020)
Antonios Makris, Konstantinos Tserpes, Giannis Spiliopoulos, Dimosthenis Anagnostopoulos
Performance Evaluation of MongoDB and PostgreSQL for Spatio-temporal Data. EDBT/ICDT Workshops (2019)
Konstantinos Chatzikokolakis, Dimitrios Zissis, Giannis Spiliopoulos, Konstantinos Tserpes
Mining Vessel Trajectory Data for Patterns of Search and Rescue. EDBT/ICDT Workshops (2018)
Ioannis Kontopoulos, Giannis Spiliopoulos, Dimitrios Zissis, Konstantinos Chatzikokolakis, Alexander Artikis
Countering Real-Time Stream Poisoning: An Architecture for Detecting Vessel Spoofing in Streams of AIS Data. DASC/PiCom/DataCom/CyberSciTech (2018)
Giannis Spiliopoulos, Konstantinos Chatzikokolakis, Dimitrios Zissis, Evmorfia Biliri, Dimitrios Papaspyros, Giannis Tsapelas, Spyros Mouzakitis
Knowledge extraction from maritime spatiotemporal data: An evaluation of clustering algorithms on Big Data. IEEE BigData (2017)
Giannis Spiliopoulos, Dimitrios Zissis, Konstantinos Chatzikokolakis
A Big Data Driven Approach to Extracting Global Trade Patterns. MATES@VLDB (2017)