Large-Scale Loop Detector Troubleshooting Using Clustering and Association Rule Mining-Reference-Cited by-同舟云学术

Large-Scale Loop Detector Troubleshooting Using Clustering and Association Rule Mining

Published:2020-07 Issue:7 Volume:146 Page:04020064
ISSN:2473-2907
Container-title:Journal of Transportation Engineering, Part A: Systems
language:en
Short-container-title:J. Transp. Eng., Part A: Systems

Author:

Ariannezhad Amin¹^ORCID,Wu Yao-Jan²

Affiliation:

1. Ph.D. Candidate, Dept. of Civil and Architectural Engineering and Mechanics, Univ. of Arizona, 1209 E 2nd St., Room 324G1, Tucson, AZ 85721 (corresponding author). ORCID: .

2. Associate Professor, Dept. of Civil and Architectural Engineering and Mechanics, Univ. of Arizona, 1209 E 2nd St. Room 324F, Tucson, AZ 85721.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Transportation,Civil and Structural Engineering

Link

http://ascelibrary.org/doi/pdf/10.1061/JTEPBS.0000387

Reference39 articles.

1. Agrawal R. T. Imieliński A. Swami R. Agrawal T. Imieliński and A. Swami. 1993. “Mining association rules between sets of items in large databases.” In Proc. 1993 ACM SIGMOD Int. Conf. on Management of Data—SIGMOD ’93 207–216. New York: ACM Press.

2. Agrawal R. and R. Srikant. 1994. “Fast algorithms for mining association rules.” In Proc. 20th Int. Conf. on Very Large Data Bases VLDB 487–499. New York: Association for Computing Machinery.

3. An improved Apriori algorithm for association rules;Al-Maolegi M.;Int. J. Nat. Lang. Comput.,2014

4. Missing data imputation for traffic flow speed using spatio-temporal cokriging;Bae B.;Transp. Res. Part C: Emerging Technol.,2018

5. FCM: The fuzzy c-means clustering algorithm

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