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Analysis of symbolic sequences using the Jensen-Shannon divergence

✍ Scribed by Grosse, Ivo; Bernaola-Galván, Pedro; Carpena, Pedro; Román-Roldán, Ramón; Oliver, Jose; Stanley, H. Eugene

Book ID
121715792
Publisher
The American Physical Society
Year
2002
Tongue
English
Weight
270 KB
Volume
65
Category
Article
ISSN
1063-651X

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Analysis of symbolic sequences using the
Analysis of symbolic sequences using the Jensen-Shannon divergence
✍ Grosse, Ivo; Bernaola-Galván, Pedro; Carpena, Pedro; Román-Roldán, Ramón; Oliver 📂 Article 📅 2002 🏛 The American Physical Society 🌐 English ⚖ 270 KB

We study statistical properties of the Jensen-Shannon divergence D, which quantifies the difference between probability distributions, and which has been widely applied to analyses of symbolic sequences. We present three interpretations of D in the framework of statistical physics, information theor