Big Data analytics: A comparison of tools and applications
I El Alaoui, Y Gahi, R Messoussi, A Todoskoff… - Innovations in Smart …, 2018 - Springer
With an ever-increasing amount of both data volume and variety, traditional data processing
tools became unsuitable for the big data context. This has pushed toward the creation of …
tools became unsuitable for the big data context. This has pushed toward the creation of …
Gtfs2vec: Learning GTFS Embeddings for Comparing Public Transport Offer in Microregions
We selected 48 European cities and gathered their public transport timetables in the GTFS
format. We utilized Uber's H3 spatial index to divide each city into hexagonal micro-regions …
format. We utilized Uber's H3 spatial index to divide each city into hexagonal micro-regions …
GTFS-VIZ: Tool for preprocessing and visualizing GTFS data
N Kunama, M Worapan, S Phithakkitnukoon… - Proceedings of the …, 2017 - dl.acm.org
This paper presents a tool called GTFS-Viz for preprocessing and visualizing General
Transit Feed Specification (GTFS) data. GTFS data is a common format for the public …
Transit Feed Specification (GTFS) data. GTFS data is a common format for the public …
Exploiting multi-modal contextual sensing for city-bus's stay location characterization: Towards sub-60 seconds accurate arrival time prediction
Intelligent city transportation systems are one of the core infrastructures of a smart city. The
true ingenuity of such an infrastructure lies in providing the commuters with real-time …
true ingenuity of such an infrastructure lies in providing the commuters with real-time …
Analyse der ÖPNV-Versorgung mittels offener Fahrplandaten–Potenziale, Herausforderungen und Lösungsansätze
Abstract (DE) Auf der Basis öffentlich und frei verfügbarer Fahrplandaten stellt dieser Beitrag
ein Konzept für einen kleinräumigen Indikator (1 km²-Raster) zur ÖPNV-Versorgung vor …
ein Konzept für einen kleinräumigen Indikator (1 km²-Raster) zur ÖPNV-Versorgung vor …
[PDF][PDF] Transit Corridor Study
Population and extended economic growth in many Seattle neighborhoods are driving
increased demand for private car travel along with transportation services such as …
increased demand for private car travel along with transportation services such as …
Unsupervised embedding and similarity detection of microregions using public transport schedules
P Gramacki - arXiv preprint arXiv:2111.02405, 2021 - arxiv.org
The role of spatial data in tackling city-related tasks has been growing in recent years. To
use them in machine learning models, it is often necessary to transform them into a vector …
use them in machine learning models, it is often necessary to transform them into a vector …
Streaming detection of significant delay changes in public transport systems
Public transport systems are expected to reduce pollution and contribute to sustainable
development. However, disruptions in public transport such as delays may negatively affect …
development. However, disruptions in public transport such as delays may negatively affect …
Predicting MRT trips in Singapore by creating a mobility behavior model based on GSM data
E Aksehirli, Y Li - 2018 IEEE International Conference on Data …, 2018 - ieeexplore.ieee.org
Singapore has a significantly high coverage of both public transportation and
communication network. Island-wide Mass Rapid Transport (MRT) system is the backbone …
communication network. Island-wide Mass Rapid Transport (MRT) system is the backbone …
[PDF][PDF] Streaming detection of significant delay changes in public transport systems
M Luckner - iccs-meeting.org
Public transport systems are expected to reduce pollution and contribute to sustainable
development. However, disruptions in public transport such as delays may negatively affect …
development. However, disruptions in public transport such as delays may negatively affect …