Intelligent Decision Support using Pattern Matching

Victoria J. Hodge; Tom Jackson; Jim Austin

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Paper

Intelligent Decision Support using Pattern Matching

In Proceedings of the 1st International Workshop on Future Internet Applications for Traffic Surveillance and Management FIATS-M - Volume 1, 44-54, 2011 , Sofia, Bulgaria

Authors: Victoria J. Hodge ; Tom Jackson and Jim Austin

Affiliation: University of York, United Kingdom

Abstract: The aim of our work is to develop Intelligent Decision Support (IDS) tools and techniques to convert traffic data into intelligence to assist network managers, operators and to aid the travelling public. The IDS system detects traffic problems, identifies the likely cause and recommends suitable interventions which are most likely to mitigate congestion of that traffic problem. In this paper, we propose to extend the existing tools to include dynamic hierarchical and distributed processing; algorithm optimisation using natural computation techniques; and, using a meta-learner to short-circuit the optimisation by learning the best settings for specific data set characteristics and using these settings to initialise the GA.

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Paper citation in several formats:

Hodge, V.; Jackson, T. and Austin, J. (2011). Intelligent Decision Support using Pattern Matching. In Proceedings of the 1st International Workshop on Future Internet Applications for Traffic Surveillance and Management - FIATS-M; ISBN 978-989-8425-87-4, SciTePress, pages 44-54. DOI: 10.5220/0004473000440054

@conference{fiats-m11,
author={Victoria J. Hodge. and Tom Jackson. and Jim Austin.},
title={Intelligent Decision Support using Pattern Matching},
booktitle={Proceedings of the 1st International Workshop on Future Internet Applications for Traffic Surveillance and Management - FIATS-M},
year={2011},
pages={44-54},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004473000440054},
isbn={978-989-8425-87-4},
}

TY - CONF

JO - Proceedings of the 1st International Workshop on Future Internet Applications for Traffic Surveillance and Management - FIATS-M
TI - Intelligent Decision Support using Pattern Matching
SN - 978-989-8425-87-4
AU - Hodge, V.
AU - Jackson, T.
AU - Austin, J.
PY - 2011
SP - 44
EP - 54
DO - 10.5220/0004473000440054
PB - SciTePress