Outlier Sensitive Online Change Detection using Convex Combination of Adaptive Filters in Sensor Data Streams

Author:

Dash Ritwik1,Mawa Shubham1,Jenamani Mamata1

Affiliation:

1. Indian Institute of Technology,Department of Industrial and Systems Engineering,Kharagpur,West Bengal,India

Funder

Indian Institute of Technology Kharagpur

Science and Engineering Research Board

Publisher

IEEE

Reference39 articles.

1. Steady state performance of convex combinations of adaptive filters;arenas-garcía;Proceedings (ICASSP’05) IEEE International Conference on Acoustics Speech and Signal Processing 2005,2005

2. Concept drift robust adaptive novelty detection for data streams

3. Change-Point Detection for High-Dimensional Time Series With Missing Data

4. Adaptive filters for continuous queries over distributed data streams

5. Adaptive change detection for real-time surveillance applications

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