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Mobility Data Management and Exploration

2014, 2014

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An evaluation of data stream clustering algorithms

Statistical analysis and data mining, 2018-08, Vol.11 (4), p.167-187

2018

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Semantic Trajectories Modeling and Analysis

ACM computing surveys, 2013-08, Vol.45 (4), p.1-32

2013

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Particle swarm optimization and RBF neural networks for public transport arrival time prediction using GTFS data

International journal of information management data insights, 2022-11, Vol.2 (2), p.100086, Article 100086

2022

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The Piraeus AIS dataset for large-scale maritime data analytics

Data in brief, 2022-02, Vol.40, p.107782-107782, Article 107782

2022

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Advances in Spatial and Temporal Databases: 8th International Symposium, SSTD 2003, Santorini Island, Greece, July 2003. Proceedings

2003

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i4sea: a big data platform for sea area monitoring and analysis of fishing vessels activity

Geo-spatial information science, 2022-04, Vol.25 (2), p.132-154

2022

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Algorithms for nearest neighbor search on moving object trajectories

GeoInformatica, 2007-06, Vol.11 (2), p.159-193

2007

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A Survey on Big Data Processing Frameworks for Mobility Analytics

SIGMOD record, 2021-08, Vol.50 (2), p.18-29

2021

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An Efficient LSTM Neural Network-Based Framework for Vessel Location Forecasting

IEEE transactions on intelligent transportation systems, 2023-05, Vol.24 (5), p.4872-4888

2023

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A transformer-based method for vessel traffic flow forecasting

GeoInformatica, 2024-05

2024

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On the Generation of Spatiotemporal Datasets

Advances in Spatial Databases, 1999, Vol.1651, p.147-164

1999

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Online event recognition from moving vessel trajectories

GeoInformatica, 2017-04, Vol.21 (2), p.389-427

2017

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Predicting Co-movement patterns in mobility data

GeoInformatica, 2024-04, Vol.28 (2), p.221-243

2024

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Map-matched trajectory compression

The Journal of systems and software, 2013-06, Vol.86 (6), p.1566-1579

2013

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Privacy-Preserving Indoor Localization on Smartphones

IEEE transactions on knowledge and data engineering, 2015-11, Vol.27 (11), p.3042-3055

2015

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On temporal-constrained sub-trajectory cluster analysis

Data mining and knowledge discovery, 2017-09, Vol.31 (5), p.1294-1330

2017

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State-of-the-art in privacy preserving data mining

SIGMOD record, 2004-03, Vol.33 (1), p.50-57

2004

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On Vessel Location Forecasting and the Effect of Federated Learning

2024 25th IEEE International Conference on Mobile Data Management (MDM), 2024, p.83-92

2024

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Efficient algorithms for distortion and blocking techniques in association rule hiding

Distributed and parallel databases : an international journal, 2007-08, Vol.22 (1), p.85-104

2007

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Online discovery of co-movement patterns in mobility data

International journal of geographical information science : IJGIS, 2021-04, Vol.35 (4), p.819-845

2021

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Segmentation and Sampling of Moving Object Trajectories Based on Representativeness

IEEE transactions on knowledge and data engineering, 2012-07, Vol.24 (7), p.1328-1343

2012

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Machine Learning Models for Vessel Traffic Flow Forecasting: An Experimental Comparison

2022 23rd IEEE International Conference on Mobile Data Management (MDM), 2022, p.431-436

2022

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The Baquara2 knowledge-based framework for semantic enrichment and analysis of movement data

Data & knowledge engineering, 2015-07, Vol.98, p.104-122

2015

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SPARTAN: Semantic integration of big spatio-temporal data from streaming and archival sources

Future generation computer systems, 2020-09, Vol.110, p.540-555

2020

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Mobility Data Management and Exploration

An evaluation of data stream clustering algorithms

Semantic Trajectories Modeling and Analysis

Particle swarm optimization and RBF neural networks for public transport arrival time prediction using GTFS data

The Piraeus AIS dataset for large-scale maritime data analytics

Advances in Spatial and Temporal Databases: 8th International Symposium, SSTD 2003, Santorini Island, Greece, July 2003. Proceedings

i4sea: a big data platform for sea area monitoring and analysis of fishing vessels activity

Algorithms for nearest neighbor search on moving object trajectories

A Survey on Big Data Processing Frameworks for Mobility Analytics

An Efficient LSTM Neural Network-Based Framework for Vessel Location Forecasting

A transformer-based method for vessel traffic flow forecasting

On the Generation of Spatiotemporal Datasets

Online event recognition from moving vessel trajectories

Predicting Co-movement patterns in mobility data

Map-matched trajectory compression

Privacy-Preserving Indoor Localization on Smartphones

On temporal-constrained sub-trajectory cluster analysis

State-of-the-art in privacy preserving data mining

On Vessel Location Forecasting and the Effect of Federated Learning

Efficient algorithms for distortion and blocking techniques in association rule hiding

Online discovery of co-movement patterns in mobility data

Segmentation and Sampling of Moving Object Trajectories Based on Representativeness

Machine Learning Models for Vessel Traffic Flow Forecasting: An Experimental Comparison

The Baquara2 knowledge-based framework for semantic enrichment and analysis of movement data

SPARTAN: Semantic integration of big spatio-temporal data from streaming and archival sources

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