Deep flight track clustering based on spatial–temporal distance and denoising auto-encoding

G Liu, Y Fan, J Zhang, P Wen, Z Lyu, X Yuan - Expert Systems with …, 2022 - Elsevier
The rapid development of the aviation industry imposes an urgent need for airspace traffic
management. Meaningful clustering of flight tracks is of paramount importance for efficient …

Multi-level and multiple aspect semantic trajectory model: application to the tourism domain

C Cayèré, C Sallaberry, C Faucher… - … International Journal of …, 2021 - mdpi.com
Here we design a semantic trajectory model responding to specific needs expressed by
tourism analyst experts. Thus, this model takes into account:(i) the description of sequences …

An ETL-like platform for the processing of mobility data

M Masson, C Cayèré, MN Bessagnet… - Proceedings of the 37th …, 2022 - dl.acm.org
In this article, we introduce a novel platform dedicated to the extraction, transformation and
visualization of mobility data. This platform was developed in the framework of a French …

ProxMetrics: modular proxemic similarity toolkit to generate domain-adaptable indicators from social media

M Masson, P Roose, C Sallaberry… - Social Network Analysis …, 2024 - Springer
In this paper, we introduce ProxMetrics, a novel toolkit designed to evaluate similarity among
social media entities through proxemic dimensions. Proxemics is the science that studies the …

MAT-Tree: A Tree-based Method for Multiple Aspect Trajectory Clustering

Y Santos, R Giuliani, V Bogorny, M Grellert… - Brazilian Conference on …, 2023 - Springer
Multiple aspect trajectory is a relevant concept that enables mining interesting patterns and
behaviors of moving objects for different applications. This new way of looking at trajectories …

An innovative neuro-genetic algorithm and geometric loss function for mobility prediction

S Tsanakas, A Hameed, J Violos… - Proceedings of the 19th …, 2021 - dl.acm.org
In this research we design a time series geo-location prediction model based on Long Short-
Term Memory (LSTM) with a custom geometric loss function. In order to estimate a close to …

Modélisation de trajectoires sémantiques et calcul de similarité intégrés à un ETL

C Cayèré - 2022 - theses.hal.science
Cette dernière décennie, nous avons pu constater une montée en popularité des
applications mobiles basées sur la localisation des téléphones. Ces applications collectent …

[图书][B] Intelligent Systems: 12th Brazilian Conference, BRACIS 2023, Belo Horizonte, Brazil, September 25–29, 2023, Proceedings, Part I

MC Naldi, RAC Bianchi - 2023 - books.google.com
The three-volume set LNAI 14195, 14196, and 14197 constitutes the refereed proceedings
of the 12th Brazilian Conference on Intelligent Systems, BRACIS 2023, which took place in …

MAT-CA: a tool for Multiple Aspect Trajectory Clustering Analysis

Y Santos, R Giuliani, T Portela, C Renso… - Proceedings of the 1st …, 2023 - dl.acm.org
Multiple aspect trajectory (MAT) is a relevant concept that enables mining interesting
patterns moving objects for different applications. This new way of looking at trajectories …

LayerBase: Uma Soluçao para Visualizaçao e Análise Temporal de Dados Georreferenciados

PP Lopes, HT Marques-Neto - Workshop de Computação Urbana …, 2022 - sol.sbc.org.br
A exploração de padrões de mobilidade nos grandes centros urbanos pode auxiliar na
tomada de decisões para melhorar serviços prestados à população. Esses padrões …