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- W2758366947 abstract "Jensen-Shannon divergence is a well known multi-purpose measure of dissimilarity between probability distributions. It has been proven that the square root of this quantity is a true metric in the sense that, in addition to the basic properties of a distance, it also satisfies the triangle inequality. In this work we extend this last result to prove that in fact it is possible to derive a monoparametric family of metrics from the classical Jensen-Shannon divergence. Motivated by our results, an application into the field of symbolic sequences segmentation is explored. Additionally, we analyze the possibility to extend this result into the quantum realm." @default.
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- W2758366947 date "2018-04-01" @default.
- W2758366947 modified "2023-10-08" @default.
- W2758366947 title "Monoparametric family of metrics derived from classical Jensen–Shannon divergence" @default.
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- W2758366947 doi "https://doi.org/10.1016/j.physa.2017.12.073" @default.
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