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Data Denoising with Single Exponential Smoothing
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:doc:`/SingleStepClassifiers/CausalStep/index`

This step smooths noisy time series data by assigning exponentially decreasing weights over time to each individual value.

.. rubric:: Input Parameters

1. One-dimensional time series data

2. A real data smoothing parameter between 0 and 1

.. rubric:: Output Parameters

1. Denoised time series data

.. rubric:: Workflow

.. image:: workflow.svg


.. rubric:: Algorithm

:doc:`/Algorithms/SingleExponentialSmoothing/index`

.. rubric:: References

- K.D.\  Kammeyer and K. Kroschel, Digitale Signalverarbeitung, 5th ed. Stuttgart: Teubner, 2002.