1 code implementation • 27 May 2022 • Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Vania Bogorny
To this end, researchers have developed several trajectory classification algorithms over the years that are able to annotate tracking data.
no code implementations • 27 Oct 2021 • Yuri Santos, Jônata Tyska, Vania Bogorny
To address the limitations above, we propose a new trajectory co-clustering method for mining semantic trajectory co-clusters.
1 code implementation • SoftwareX 2021 • Salman Haidri, Yaksh J. Haranwala, Vania Bogorny, Chiara Renso, Vinicius Prado da Fonseca, Amilcar Soares
Trajectory data represent a trace of an object that changes its position in space over time.
1 code implementation • 26 Aug 2021 • Salman Haidri, Yaksh J. Haranwala, Vania Bogorny, Chiara Renso, Vinicius Prado da Fonseca, Amilcar Soares
Trajectory data represent a trace of an object that changes its position in space over time.
no code implementations • 9 Feb 2021 • Tarlis Portela, Jonata Tyska, Vania Bogorny
Trajectory classification tasks became more complex as large volumes of mobility data are being generated every day and enriched with new sources of information, such as social networks and IoT sensors.
no code implementations • 7 Apr 2020 • Lucas May Petry, Amilcar Soares, Vania Bogorny, Bruno Brandoli, Stan Matwin
The global expansion of maritime activities and the development of the Automatic Identification System (AIS) have driven the advances in maritime monitoring systems in the last decade.
1 code implementation • 23 Mar 2020 • Mohammad Etemad, Zahra Etemad, Amilcar Soares, Vania Bogorny, Stan Matwin, Luis Torgo
One of the most critical steps for trajectory data mining is segmentation.
no code implementations • 14 Aug 2019 • Lucas May Petry, Amilcar Soares, Vania Bogorny, Stan Matwin
The worldwide growth of maritime traffic and the development of the Automatic Identification System (AIS) has led to advances in monitoring systems for preventing vessel accidents and detecting illegal activities.
no code implementations • 18 Mar 2019 • Carlos Andres Ferrero, Lucas May Petry, Luis Otavio Alvares, Willian Zalewski, Vania Bogorny
In this paper we propose a new parameter-free method for trajectory classification which finds the best trajectory partition and dimension combination for robust trajectory classification.