Time-based multi-layer perceptron for novelty detection in sensor networks

Abstract

This paper proposes a novelty detection system for sensor networks. The system utilizes a neural network function prediction methodology to predict sensor outputs in order to determine if the sensor outputs are novel. In addition to the novelty detection system, a modification to a standard neural network function predictor is proposed that allows the… (More)
DOI: 10.1109/ICMLA.2004.1383508

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