Predicting time series of railway speed restrictions with time-dependent machine learning techniques
dc.contributor.author
Fink, Olga
dc.contributor.author
Zio, Enrico
dc.contributor.author
Weidmann, Ulrich
dc.date.accessioned
2017-06-10T20:06:32Z
dc.date.available
2017-06-10T20:06:32Z
dc.date.issued
2013-11-01
dc.identifier.issn
0957-4174
dc.identifier.other
10.1016/j.eswa.2013.04.038
dc.identifier.uri
http://hdl.handle.net/20.500.11850/70509
dc.language.iso
en
dc.publisher
Elsevier
dc.subject
Neural networks
dc.subject
Echo state networks
dc.subject
Conditional restricted Boltzmann machines
dc.subject
Railway operations disruptions
dc.subject
Tilting system
dc.subject
Speed reductions
dc.subject
Discrete-event diagnostic data
dc.subject
Binary time series predictions
dc.title
Predicting time series of railway speed restrictions with time-dependent machine learning techniques
dc.type
Journal Article
ethz.journal.title
Expert Systems with Applications
ethz.journal.volume
40
ethz.journal.issue
15
ethz.journal.abbreviated
Expert syst. appl.
ethz.pages.start
6033
ethz.pages.end
6040
ethz.identifier.wos
ethz.identifier.nebis
000555424
ethz.publication.status
published
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02115 - Dep. Bau, Umwelt und Geomatik / Dep. of Civil, Env. and Geomatic Eng.::02610 - Inst. f. Verkehrspl. u. Transportsyst. / Inst. Transport Planning and Systems::03674 - Weidmann, Ulrich / Weidmann, Ulrich
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02100 - Dep. Architektur / Dep. of Architecture::02655 - Netzwerk Stadt und Landschaft D-ARCH::02226 - NSL - Netzwerk Stadt und Landschaft / NSL - Network City and Landscape
*
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02100 - Dep. Architektur / Dep. of Architecture::02655 - Netzwerk Stadt u. Landschaft ARCH u BAUG / Network City and Landscape ARCH and BAUG
*
ethz.leitzahl.certified
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02115 - Dep. Bau, Umwelt und Geomatik / Dep. of Civil, Env. and Geomatic Eng.::02610 - Inst. f. Verkehrspl. u. Transportsyst. / Inst. Transport Planning and Systems::03674 - Weidmann, Ulrich / Weidmann, Ulrich
ethz.date.deposited
2017-06-10T20:07:49Z
ethz.source
ECIT
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imp593650e24f37125069
ethz.ecitpid
pub:111654
ethz.eth
yes
ethz.availability
Metadata only
ethz.rosetta.installDate
2017-07-12T11:42:28Z
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2025-02-06T19:42:10Z
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