Automatic creation method of extraction condition of sensor data for anomaly detection based on machine learning

Author:

HIRUTA Tomoaki1,SUZUKI Hideaki1,FUJIWARA Junsuke1

Affiliation:

1. Hitachi, Ltd., Research & Development Group, Center for Technology Innovation - Controls

Publisher

Japan Society of Mechanical Engineers

Reference18 articles.

1. Feibai, Z., Mohamed, A., Lee, J., Johnson, P. and Kubo, M., Introduction to NI LabVEW-based Watchdog Agent® toolkit for prognostics & health management, The 10th Symposium on Evaluation and Diagnosis (2011), pp.138-143.

2. Fukunaga, K., Introduction to statistical pattern recognition, 2nd edition, Academic Press (1990).

3. Hand, D., Measuring classifier performance: A coherent alternative to the area under the ROC curve, Machine Learning, Vol.77 (2009), pp.103-123.

4. Jain, A., Murty, M. and Flynn, P., Data clustering: a review, ACM Computing Surveys, Vol.31, Issue 3(1999).

5. Kubota, K., Morita, C. and Watanabe, T., Intelligent plant maintenance by data mining, TOSHIBA REVIEW, Vol.61, No.12 (2006), pp.8-12 (in Japanese).

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