A non-parametric outlier mining algorithm for detecting anomalies in construction equipment database

Proceedings, Annual Conference - Canadian Society for Civil Engineering

Volumn 2005, Issue , 2005, Pages

  Fan, H ^a   Kim, H ^a   Abourizk, S ^a  

^a UNIVERSITY OF ALBERTA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CONTRACTS; DATABASE SYSTEMS; MANAGERS; PARAMETER ESTIMATION; PROBLEM SOLVING; PROJECT MANAGEMENT;

AUTOMATIC SCREENING; MINING ALGORITHM; PROBLEM DETECTION PROBLEM DETECTION; REAL-WORLD DATASETS;

CONSTRUCTION EQUIPMENT;

EID: 33748956818     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. nd VLDB Conference, Mumbai, India
2. Breunig, M., Kriegel, H., Ng, R., and Sander, J. 2000. LOF: identifying density-based local outliers", Proceedings of ACM SIGMOD 2000 International Conference on Management of Data, Dalles, TX, USA.
3. Ester, M., Kriegel, H., Sander, J., and Xu, X. 1996. A density-based algorithm for discovering clusters in large spatial databases. Proceedings of 1996 International Conference on Knowledge Discovery and Data Mining (KDD'96), Porland, Oregon, pp. 226-231
4. Foss, A., and Zaiane, O. 2002. A parameterless method for efficiently discovering clusters of arbitrary shape in large datasets. Proceedings of 2002 IEEE International Conference on Data Mining (ICDM'02), Maebashi City, Japan
5. Franklin, S., and Brodeur, M. 1997. A practical application of a robust multivariate outlier detection method. Proceedings of the Survey Research Methods Section, American Statistical Association, pp. 175
6. Hawkins, D. 1980. Identification of Outliers. Chapman and Hall, London.
7. Knorr, E., and Ng, R. 1998. Algorithms for mining distance-based outliers in large datasets. Proceedings of Very Large Data Bases Conference, New York, USA
8. Patak, Z. 1990. Robust principal component analysis via project pursuit. M. Sc. Thesis, University of British Columbia, Canada
9. Rijsbergen, C. J. V. 1979. Information retrieval, second edition. Butterworths, London.
10. Tang, J., Chen, Z., Fu, A., and Cheung, D. 2002. Enhancing effectiveness of outlier detections for low density patterns", Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, Taipei, Taiwan, pp. 535-548