Chapter
Apr 21, 2012
Algorithm Research for Freeway Incident Detection Based on SVM
Authors: Changjiang Zheng [email protected]., Yubo Jiang [email protected]., Zhangxiao Yu [email protected]., and Weijie Lu [email protected].Author Affiliations
Publication: Road Materials and New Innovations in Pavement Engineering
Abstract
Consider that floating cars and fixed coil detectors have complementary advantages and the merit of Support Vector Machines technology, this paper uses Support Vector Machines technology at first to fuse two kinds of data, and make freeway incidents detecting. Secondly, combining with the characteristics of support vector, the freeway incident detection algorithm based on reduced training set and support vector machines is designed to use fuzzy cut set theory. The method reduces not only training samples but also training time and improves the practical application ability of incident detection algorithm based on maintaining the detection rate and false alarming rate.
Get full access to this article
View all available purchase options and get full access to this chapter.
Information & Authors
Information
Published In
Copyright
© 2011 American Society of Civil Engineers.
History
Published online: Apr 21, 2012
Permissions
Request permissions for this article.
ASCE Technical Topics:
- Algorithms
- Artificial intelligence and machine learning
- Automobiles
- Computer programming
- Computing in civil engineering
- Education
- Engineering fundamentals
- Equipment and machinery
- Highway and road management
- Highway transportation
- Highways and roads
- Infrastructure
- Mathematics
- Practice and Profession
- Probe instruments
- Traffic accidents
- Traffic engineering
- Traffic management
- Training
- Transportation engineering
- Vehicles
Authors
Affiliations
Associate Professor, College of Civil and Transportation Engineering, Hohai University, Nanjing, Jiangsu, China, 210098.E-mail: [email protected].
Master, Anhui Provincial Communications Survey Designinstitute, Hefei, Anhui, China, 230011.E-mail: [email protected].
Master, College of Civil and Transportation Engineering, Hohai University, Nanjing, Jiangsu, China, 210098.E-mail: [email protected].
Master, College of Civil and Transportation Engineering, Hohai University, Nanjing, Jiangsu, China, 210098.E-mail: [email protected].
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.
View Options
Get Access
Access content
Please select your options to get access
Log in/Register
Log in via your institution (Shibboleth)
ASCE Members:
Please log in to see member pricing
Purchase
Save for later Item saved, go to cart Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Get Access
Access content
Please select your options to get access
Log in/Register
Log in via your institution (Shibboleth)
ASCE Members:
Please log in to see member pricing
Purchase
Save for later Item saved, go to cart Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.