Publications

Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes

A real-time trajectory classification module
In ACM – Association for Computing Machinery
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Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Vania Bogorny

TraClets: Harnessing the power of computer vision for trajectory classification
In Cornell University, ‘arXiv’ Open access
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Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes

TraClets: A trajectory representation and classification library
In ScienceDirect.com
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Kalliopi Spyrou-Sioula, Ioannis Kontopoulos, Dimitrios Kaklis, Antonios Makris, Konstantinos Tserpes, Pavlos Eirinakis, Fotis Oikonomou

AIS-Enabled Weather Routing for Cargo Loss Prevention
In mdpi
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Ioannis Kontopoulos, Antonios Makris, Stylianos Nektarios Xyalis, Konstantinos Tserpes

Benchmarking moving object functionalities of DBMSs using real-world spatiotemporal workload
In IEEE xplore
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Fotis Oikonomou, Alzahraa Alhaddad, Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Panagiota Arampatzi, Marc Bonazountas, Hernan Ruiz Ocampo, Giorgos Demetriou, Vlatka Katusic, Dariusz Dober

Data Driven Fleet Monitoring and Circular Economy
In IEEE xplore
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Antonios Makris, Ioannis Kontopoulos, Evangelos Psomakelis, Konstantinos Tserpes

Semi-supervised trajectory classification using convolutional auto-encoders
In ACM Digital Library
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Ioannis Kontopoulos, Antonios Makris, Dimitris Zissis, Konstantinos Tserpes

A computer vision approach for trajectory classification
In IEEE xplore
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Antonios Makris, Ioannis Kontopoulos, Panagiotis Alimisis, Konstantinos Tserpes

A Comparison of Trajectory Compression Algorithms Over AIS Data
In IEEE xplore
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Antonios Makris, Camila Leite da Silva, Vania Bogorny, Luis Otavio Alvares, Jose Antonio Macedo, Konstantinos Tserpes

Evaluating the effect of compressing algorithms for trajectory similarity and classification problems
In Springer International Publishing
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Ioannis Kontopoulos, Antonios Makris , Konstantinos Tserpes

A Deep Learning Streaming Methodology for Trajectory Classification
In MDPI
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Antonios Makris, Konstantinos Tserpes, Giannis Spiliopoulos, Dimitrios Zissis, Dimosthenis Anagnostopoulos

MongoDB Vs PostgreSQL: A comparative study on performance aspects
In Springer International Publishing
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Ioannis Kontopoulos, Iraklis Varlamis, Konstantinos Tserpes

Uncovering Hidden Concepts from AIS Data: A Network Abstraction of Maritime Traffic for Anomaly Detection
In Springer International Publishing, pp. 6-20.
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Ioannis Kontopoulos, Iraklis Varlamis, Konstantinos Tserpes

A distributed framework for extracting maritime traffic patterns
In Taylor & Francis Online
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