A Transportation Guidance System Based on Data Mining and GABP

A Transportation Guidance System Based on Data Mining and GABP

This paper researches a transportation guidance system based on data mining technology. Data mining may be available for providing reliable decision base based on existing mass data and give proper guiding strategy in consideration of real road condition.The guiding result will become more efficient...

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Veröffentlicht in:Applied Mechanics and Materials 2014-01, Vol.490-491 (Mechanical Design and Power Engineering), p.914-919
Hauptverfasser: Guan, Wei, Li, Zhu Hao
Format: Artikel
Sprache:eng
Schlagworte:
Data mining
Guidance systems
Neural networks
Roads
Strategy
Transportation
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Beschreibung
Zusammenfassung:This paper researches a transportation guidance system based on data mining technology. Data mining may be available for providing reliable decision base based on existing mass data and give proper guiding strategy in consideration of real road condition.The guiding result will become more efficient provided that GABP Neural Network Forecast is mixed in the real road condition.
ISSN:1660-9336
1662-7482
1662-7482
DOI:10.4028/www.scientific.net/AMM.490-491.914