activity
20132022
most citedGLocalX -- From Local to Global Explanations of Black Box AI Models

140 citations · 366 across the 11 of their papers we have counts for

collaborators

17 papers

cs.SI2022

Measuring the Salad Bowl: Superdiversity on Twitter

Laura Pollacci, Alina Sirbu, Fosca Giannotti +1

Superdiversity refers to large cultural diversity in a population due to immigration. In this paper, we introduce a superdiversity index based on the changes in the emotional conte…

cs.AI2021

Understanding peacefulness through the world news

Vasiliki Voukelatou, Ioanna Miliou, Fosca Giannotti +1

Peacefulness is a principal dimension of well-being and is the way out of inequity and violence. Thus, its measurement has drawn the attention of researchers, policymakers, and pea…

cs.SI20211 cited

Characterising different communities of Twitter users: Migrants and natives

Jisu Kim, Alina Sîrbu, Fosca Giannotti +1

Today, many users are actively using Twitter to express their opinions and to share information. Thanks to the availability of the data, researchers have studied behaviours and soc…

cs.AI202155 cited

Benchmarking and Survey of Explanation Methods for Black Box Models

Francesco Bodria, Fosca Giannotti, Riccardo Guidotti +3

The widespread adoption of black-box models in Artificial Intelligence has enhanced the need for explanation methods to reveal how these obscure models reach specific decisions. Re…

cs.LG20211 cited

Home and destination attachment: study of cultural integration on Twitter

Jisu Kim, Alina Sîrbu, Giulio Rossetti +2

The cultural integration of immigrants conditions their overall socio-economic integration as well as natives' attitudes towards globalisation in general and immigration in particu…

cs.LG2021140 cited

GLocalX -- From Local to Global Explanations of Black Box AI Models

Mattia Setzu, Riccardo Guidotti, Anna Monreale +3

Artificial Intelligence (AI) has come to prominence as one of the major components of our society, with applications in most aspects of our lives. In this field, complex and highly…