Deep Neural Networks for traffic flow prediction

Traffic flow prediction is an essential function of traffic information systems. Conventional approaches, using artificial neural networks with narrow network architecture and poor training samples for supervised learning, have been only partially successful. In this paper, a deep-learning neural-ne...

Celý popis

Podrobná bibliografia

Vydané v:	International Conference on Big Data and Smart Computing s. 328 - 331
Hlavní autori:	Hongsuk Yi, HeeJin Jung, Sanghoon Bae
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.02.2017
Predmet:	Analytical models Big Data Data models deep learning neural networks Machine learning Optimization Real-time systems traffic prediction Transportation transportation big data
ISSN:	2375-9356
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!