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Special Issue on "Granular Computing for Explainable Artificial intelligence" - Manifestation of interest
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Antonio Luca Alfeo
Apr 21, 2023, 3:59:08 AM4/21/23
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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....@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.
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....@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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