電気学会論文誌C(電子・情報・システム部門誌)
Online ISSN : 1348-8155
Print ISSN : 0385-4221
ISSN-L : 0385-4221
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高速局所部分空間法による異常検知技術
渋谷 久恵前田 俊二
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ジャーナル フリー

2014 年 134 巻 5 号 p. 643-650

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Anomaly detection method from multi-dimensional time-series sensor data has been developed which detects anomalies based on normal state models. LSC method was employed to deal with various normal states and fast LSC method was proposed which reduces a computational time. Clustering is utilized to reduce the data for searching in FLSC method. Availability of FLSC method was confirmed using data of real equipment. FLSC method was 1 to 10 times faster than LSC method.
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© 2014 電気学会
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