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-4.7)TrafficBDE_0.1.1.zip(r-4.6)TrafficBDE_0.1.1.zip(r-4.5)
TrafficBDE_0.1.1.tgz(r-4.6-any)TrafficBDE_0.1.1.tgz(r-4.5-any)
TrafficBDE_0.1.1.tar.gz(r-4.7-any)TrafficBDE_0.1.1.tar.gz(r-4.6-any)
TrafficBDE_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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 213 downloads 9 exports 79 dependencies

Last updated from:a4f1d7a0db. Checks:7 ERROR, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64ERROR201
source / vignettesOK245
linux-release-x86_64ERROR188
macos-release-arm64ERROR134
macos-oldrel-arm64ERROR174
windows-develERROR178
windows-releaseERROR128
windows-oldrelERROR134
wasm-releaseOK138

Exports:fillMissingDatesfillMissingValueskStepsForwardloadDataloadDataSpecLinkloadTrainTestPredictionCRPreProcessingLinkTrainCR

Dependencies:bitopscaretclasscliclockcodetoolscpp11data.tableDescriptiveStats.OBeudiagramdigestdplyre1071farverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsjsonliteKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixModelMetricsnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcppRCurlrecipesreshapereshape2rlangrpartS7scalesshapesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithrzoo

Getting started with TrafficBDE

Aikaterini Chatzopoulou, Kleanthis Koupidis, Charalampos Bratsas

Rendered fromTrafficBDE.Rmdusingknitr::rmarkdownon May 05 2026.

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