Ioannis Kontopoulos

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 25

Top Topics

Resource Allocation

Top Venues

Publications

Antonios Makris, Emmanouil Maragkoudakis, Ioannis Kontopoulos, Theodoros Theodoropoulos, Ioannis Korontanis, Emanuele Carlini, Matteo Mordacchini, Patrizio Dazzi, Theodora A. Varvarigou
Optimizing Resource Allocation in the Edge: A Minimum Weighted Vertex Cover Approach. FRAME@HPDC (2024)
Theodoros Theodoropoulos, Antonios Makris, Ioannis Kontopoulos, Angelos-Christos Maroudis, Konstantinos Tserpes
Multi-Service Demand Forecasting Using Graph Neural Networks. SOSE (2023)
Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes
A real-time trajectory classification module. EMODE@SIGSPATIAL (2023)
Theodoros Theodoropoulos, Antonios Makris, Ioannis Kontopoulos, John Violos, Przemyslaw Tarkowski, Zbyszek Ledwon, Patrizio Dazzi, Konstantinos Tserpes
Graph neural networks for representing multivariate resource usage: A multiplayer mobile gaming case-study. Int. J. Inf. Manag. Data Insights 3 (1) (2023)
Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes
TraClets: A trajectory representation and classification library. SoftwareX 21 (2023)
Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Theodora A. Varvarigou
An evaluation of time series forecasting models on water consumption data: A case study of Greece. CoRR (2023)
Luca Ferrucci, Massimo Coppola, Hanna Kavalionak, Ioannis Kontopoulos
FRAME 2022: The 2nd Workshop on Flexible Resource and Application Management on the Edge. HPDC (2022)
Ioannis Kontopoulos, Antonios Makris, Stylianos Nektarios Xyalis, Konstantinos Tserpes
Benchmarking moving object functionalities of DBMSs using real-world spatiotemporal workload. MDM (2022)
Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Vania Bogorny
TraClets: Harnessing the power of computer vision for trajectory classification. CoRR (2022)
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. DCOSS (2021)
Antonios Makris, Ioannis Kontopoulos, Panagiotis Alimisis, Konstantinos Tserpes
A Comparison of Trajectory Compression Algorithms Over AIS Data. IEEE Access 9 (2021)
Iraklis Varlamis, Ioannis Kontopoulos, Konstantinos Tserpes, Mohammad Etemad, Amílcar Soares Júnior, Stan Matwin
Building navigation networks from multi-vessel trajectory data. GeoInformatica 25 (1) (2021)
Ioannis Kontopoulos, Antonios Makris, Dimitris Zissis, Konstantinos Tserpes
A computer vision approach for trajectory classification. MDM (2021)
Antonios Makris, Ioannis Kontopoulos, Evangelos Psomakelis, Konstantinos Tserpes
Semi-supervised trajectory classification using convolutional auto-encoders. HANIMOB@SIGSPATIAL (2021)
Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes
A Deep Learning Streaming Methodology for Trajectory Classification. ISPRS Int. J. Geo Inf. 10 (4) (2021)
Ioannis Kontopoulos, Iraklis Varlamis, Konstantinos Tserpes
A distributed framework for extracting maritime traffic patterns. Int. J. Geogr. Inf. Sci. 35 (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)
Ioannis Kontopoulos, Konstantinos Chatzikokolakis, Konstantinos Tserpes, Dimitris Zissis
Classification of vessel activity in streaming data. DEBS (2020)
Antonios Makris, Ioannis Kontopoulos, Konstantinos Tserpes
COVID-19 detection from chest X-Ray images using Deep Learning and Convolutional Neural Networks. SETN (2020)
Ioannis Kontopoulos, Iraklis Varlamis, Konstantinos Tserpes
Uncovering Hidden Concepts from AIS Data: A Network Abstraction of Maritime Traffic for Anomaly Detection. MASTER@PKDD/ECML (2019)
Georgios M. Santipantakis, Akrivi Vlachou, Christos Doulkeridis, Alexander Artikis, Ioannis Kontopoulos, George A. Vouros
A Stream Reasoning System for Maritime Monitoring. TIME (2018)
Manolis Pitsikalis, Ioannis Kontopoulos, Alexander Artikis, Elias Alevizos, Paul Delaunay, Jules-Edouard Pouessel, Richard Dreo, Cyril Ray, Elena Camossi, Anne-Laure Jousselme, Melita Hadzagic
Composite Event Patterns for Maritime Monitoring. SETN (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)
Ioannis Kontopoulos, George Giannakopoulos, Iraklis Varlamis
Distributing N-Gram Graphs for Classification. ADBIS (Short Papers and Workshops) (2017)
Christos Vlassopoulos, Ioannis Kontopoulos, Michail Apostolou, Alexander Artikis, Dimitrios Vogiatzis
Dynamic graph management for streaming social media analytics. DEBS (2016)