• Special Issue on "Granular Computing for Explainable Artificial intelli

    From Antonio Luca Alfeo@21:1/5 to All on Fri Apr 21 04:44:16 2023
    Dear colleague, I am a co-editor of the special issue entitled "Granular Computing for Explainable Artificial Intelligence", for the Journal of
    Granular Computing [http://www.springer.com/journal/41066/about]. In
    order to initiate the special issue, I am investigating whether
    potential authors are interested in contributing to it.

    If you are interested in contributing to the special issue, please send
    an email to luca.alfeo@unipi.it indicating the paper's tentative title.

    The tentative deadline for the paper submission is now set for September
    30, 2023. However, we plan to rearrange such a deadline once we have
    collected the tentative titles from the authors.

    Explainable artificial intelligence (XAI) provides some insights into
    the reasons behind the outcome of AI models, allowing domain experts to validate and employ those in decision-making processes. In this regard,
    XAI can be combined with Granular Computing approaches to representing
    data instances in a semantically organized manner (e.g. via clustering,
    fuzzy systems, or hierarchical aggregations) to find class prototypes or counterfactuals, and extract relevant information granules to be
    employed as concepts for human-readable explanations (e.g. via
    information granulation visualizations technique), and much more.

    Check https://mlpi.ing.unipi.it/si-grc4xai/ to have more information
    about this special issue, organized by Rami Al-Hmouz, Antonio Luca
    Alfeo, Mario G.C.A. Cimino, Boris Kovalerchuk, Nijat Mehdiyev, and
    Fabio Mercorio.

    I am looking forward to your reply. Best regards, Antonio Luca Alfeo

    My apologies if you receive multiple copies of this email.

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