An evaluation of data stream clustering algorithms
Mansalis, Stratos, Ntoutsi, Eirini, Pelekis, Nikos, Theodoridis, Yannis
Published in Statistical analysis and data mining (01.08.2018)
Published in Statistical analysis and data mining (01.08.2018)
Get full text
Journal Article
Particle swarm optimization and RBF neural networks for public transport arrival time prediction using GTFS data
Chondrodima, Eva, Georgiou, Harris, Pelekis, Nikos, Theodoridis, Yannis
Published in International journal of information management data insights (01.11.2022)
Published in International journal of information management data insights (01.11.2022)
Get full text
Journal Article
Algorithms for nearest neighbor search on moving object trajectories
FRENTZOS, Elias, GRATSIAS, Kostas, PELEKIS, Nikos, THEODORIDIS, Yannis
Published in GeoInformatica (01.06.2007)
Published in GeoInformatica (01.06.2007)
Get full text
Journal Article
Online event recognition from moving vessel trajectories
Patroumpas, Kostas, Alevizos, Elias, Artikis, Alexander, Vodas, Marios, Pelekis, Nikos, Theodoridis, Yannis
Published in GeoInformatica (01.04.2017)
Published in GeoInformatica (01.04.2017)
Get full text
Journal Article
Map-matched trajectory compression
Kellaris, Georgios, Pelekis, Nikos, Theodoridis, Yannis
Published in The Journal of systems and software (01.06.2013)
Published in The Journal of systems and software (01.06.2013)
Get full text
Journal Article
A transformer-based method for vessel traffic flow forecasting
Mandalis, Petros, Chondrodima, Eva, Kontoulis, Yannis, Pelekis, Nikos, Theodoridis, Yannis
Published in GeoInformatica (30.05.2024)
Published in GeoInformatica (30.05.2024)
Get full text
Journal Article
On temporal-constrained sub-trajectory cluster analysis
Pelekis, Nikos, Tampakis, Panagiotis, Vodas, Marios, Doulkeridis, Christos, Theodoridis, Yannis
Published in Data mining and knowledge discovery (01.09.2017)
Published in Data mining and knowledge discovery (01.09.2017)
Get full text
Journal Article
SPARTAN: Semantic integration of big spatio-temporal data from streaming and archival sources
Santipantakis, Georgios M., Glenis, Apostolos, Patroumpas, Kostas, Vlachou, Akrivi, Doulkeridis, Christos, Vouros, George A., Pelekis, Nikos, Theodoridis, Yannis
Published in Future generation computer systems (01.09.2020)
Published in Future generation computer systems (01.09.2020)
Get full text
Journal Article
Machine Learning Models for Vessel Traffic Flow Forecasting: An Experimental Comparison
Mandalis, Petros, Chondrodima, Eva, Kontoulis, Yannis, Pelekis, Nikos, Theodoridis, Yannis
Published in 2022 23rd IEEE International Conference on Mobile Data Management (MDM) (01.06.2022)
Published in 2022 23rd IEEE International Conference on Mobile Data Management (MDM) (01.06.2022)
Get full text
Conference Proceeding
Clustering uncertain trajectories
Pelekis, Nikos, Kopanakis, Ioannis, Kotsifakos, Evangelos E., Frentzos, Elias, Theodoridis, Yannis
Published in Knowledge and information systems (01.07.2011)
Published in Knowledge and information systems (01.07.2011)
Get full text
Journal Article