Package: TrafficBDE 0.1.1

Kleanthis Koupidis

TrafficBDE: Traffic Predictions Using Neural Networks

Estimate and return either the traffic speed or the car entries in the city of Thessaloniki using historical traffic data. It's used in transport pilot of the 'BigDataEurope' project. There are functions for processing these data, training a neural network, select the most appropriate model and predict the traffic speed or the car entries for a selected time date.

Authors:Kleanthis Koupidis [aut, cre], Aikaterini Chatzopoulou [aut], Charalampos Bratsas [aut], Panagiotis Tzenos [dtc], Josep Maria Salanova [dtc]

TrafficBDE_0.1.1.tar.gz
TrafficBDE_0.1.1.zip(r-4.5)TrafficBDE_0.1.1.zip(r-4.4)TrafficBDE_0.1.1.zip(r-4.3)
TrafficBDE_0.1.1.tgz(r-4.5-any)TrafficBDE_0.1.1.tgz(r-4.4-any)TrafficBDE_0.1.1.tgz(r-4.3-any)
TrafficBDE_0.1.1.tar.gz(r-4.5-noble)TrafficBDE_0.1.1.tar.gz(r-4.4-noble)
TrafficBDE_0.1.1.tgz(r-4.4-emscripten)TrafficBDE_0.1.1.tgz(r-4.3-emscripten)
TrafficBDE.pdf |TrafficBDE.html✨
TrafficBDE/json (API)

# Install 'TrafficBDE' in R:
install.packages('TrafficBDE', repos = c('https://okgreece.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/okgreece/trafficbde/issues

Datasets:

On CRAN:

Conda:

big-data-europeneural-networksthessalonikitraffic-status-prediction

3.98 score 1 stars 19 scripts 258 downloads 9 exports 82 dependencies

Last updated 3 years agofrom:a4f1d7a0db. Checks:1 OK, 8 ERROR. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 08 2025
R-4.5-winERRORMar 08 2025
R-4.5-macERRORMar 08 2025
R-4.5-linuxERRORMar 08 2025
R-4.4-winERRORMar 08 2025
R-4.4-macERRORMar 08 2025
R-4.4-linuxERRORMar 08 2025
R-4.3-winERRORMar 08 2025
R-4.3-macERRORMar 08 2025

Exports:fillMissingDatesfillMissingValueskStepsForwardloadDataloadDataSpecLinkloadTrainTestPredictionCRPreProcessingLinkTrainCR

Dependencies:bitopscaretclasscliclockcodetoolscolorspacecpp11data.tableDescriptiveStats.OBeudiagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsjsonliteKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcppRCurlrecipesreshapereshape2rlangrpartscalesshapesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithrzoo

Getting started with TrafficBDE

Aikaterini Chatzopoulou, Kleanthis Koupidis, Charalampos Bratsas

Rendered fromTrafficBDE.Rmdusingknitr::rmarkdownon Mar 08 2025.

Last update: 2019-04-09
Started: 2018-03-02