Towards Outlier Sensor Detection in Ambient Intelligent Platforms—A Low-Complexity Statistical Approach

Sensor networks in real-world environments, such as smart cities or ambient intelligent platforms, provide applications with large and heterogeneous sets of data streams. Outliers—observations that do not conform to an expected behavior—has then turned into a crucial task to establish and maintain s...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Sensors
المؤلفون الرئيسيون: Diego Martín, Damaris Fuentes-Lorenzo, Borja Bordel, Ramón Alcarria
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2020-07-01
الموضوعات:
abnormal data
Ambient Intelligence platform
binary classifier
outlier detection
prediction model
sensor
الوصول للمادة أونلاين:https://www.mdpi.com/1424-8220/20/15/4217

الانترنت

https://www.mdpi.com/1424-8220/20/15/4217

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