Research and application of meta-learning based ITMS system

Author

Yi, Zhuang ; Jing, Gu Jing ; Mei, Wang ; Li, Jiang

Author_Institution

Dept. of Comput., Nanjing Univ. of Aeronaut. & Astronaut., China

Volume

1

fYear

2003

fDate

12-15 Oct. 2003

Firstpage

602

Abstract

This paper presents a meta-learning based ITMS model and discusses some key technical problems of ITMS research and framework architecture; In particular it describes the meta-learning based knowledge discovery and assistant intelligence in detail. Meta-learning can be used for knowledge and information discovery and system monitor in the research of our ITMS. The paper also gives an example of the application system using meta-learning base ITMS system for assistant decision. Last, but no least the paper discusses the performance of meta-learning based ITMS system.

Keywords

automated highways; data mining; knowledge management; learning (artificial intelligence); management information systems; traffic engineering computing; data mining; information discovery; intelligent transportation management system; knowledge discovery; management information system; meta learning based ITMS system; system monitor; Access control; Access protocols; Data security; Distributed databases; Knowledge management; Machine learning; Management information systems; Resource management; Simple object access protocol; XML;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Transportation Systems, 2003. Proceedings. 2003 IEEE

Print_ISBN

0-7803-8125-4

Type

conf

DOI

10.1109/ITSC.2003.1252023

Filename

1252023