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vistla - MaRDI portal

vistla (Q87998)

From MaRDI portal





Detecting Influence Paths with Information Theory
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English
vistla
Detecting Influence Paths with Information Theory

    Statements

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    1.0.1
    23 November 2022
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    1.0.0
    18 August 2022
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    1.0.1
    24 November 2022
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    1.1.0
    7 July 2023
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    2.0.0
    5 October 2023
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    2.0.1
    14 December 2023
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    14 December 2023
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    Traces information spread through interactions between features, utilising information theory measures and a higher-order generalisation of the concept of widest paths in graphs. In particular, 'vistla' can be used to better understand the results of high-throughput biomedical experiments, by organising the effects of the investigated intervention in a tree-like hierarchy from direct to indirect ones, following the plausible information relay circuits. Due to its higher-order nature, 'vistla' can handle multi-modality and assign multiple roles to a single feature.
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