linear filter

Terms from Artificial Intelligence: humans at the heart of algorithms

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Linear filters are functions/algorithms that work on numerical data includingsequential data, such as time series, and images, but which only include linear combinations of the input. Examples include compting a rolling seven-day average for daily data, or the Guassian filter for images.
      seven_dayt = (dt + dt−1 + dt−2 + dt−3 + dt−4 + dt−5 + dt−6) / 7

Defined on page 249

Used on Chap. 12: pages 249, 252, 255, 257

Also known as linear filtering

Applying a digital filter