Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification

Autor: Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti

Publikováno v: Diagnostics, Vol 14, Iss 7, p 753 (2024)

A crucial challenge in critical settings like medical diagnosis is making deep learning models used in decision-making systems interpretable. Efforts in Explainable Artificial Intelligence (XAI) are underway to address this challenge. Yet, many XAI m

Externí odkaz: https://doaj.org/article/2401a3b6331a44b89eae457eea243bec

Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic

Autor: Natalia Andrienko, Gennady Andrienko, Salvatore Rinzivillo

Publikováno v: ISPRS International Journal of Geo-Information, Vol 4, Iss 2, Pp 591-606 (2015)

By applying visual analytics techniques to vehicle traffic data, we found a way to visualize and study the relationships between the traffic intensity and movement speed on links of a spatially abstracted transportation network. We observed that the

Externí odkaz: https://doaj.org/article/ac67ab852447491ba2e7bd3fa6c33e53

D

Autor: Caterina Sganga, Anna Monreale, Roberto Pellungrini, Francesca Pratesi, Athanasios Kiourtis, Argyro Mavrogiorgou, Dimosthenis Kyriazis, Cesare Bartolini, Michela Natilli, Salvatore Rinzivillo, Franco Turini, Gloria González Fuster, Gianclaudio Malgieri, Salvatore Ruggieri, Jeanna Neefe Matthews

Publikováno v: Elgar Encyclopedia of Law and Data Science ISBN: 9781839104596

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e5f5b8cde247f783f9135e6cf58adc88
https://doi.org/10.4337/9781839104596.00009

On some Foundational Aspects of Human-Centered Artificial Intelligence

Autor: Luciano Serafini, Raul Barbosa, Jasmin Grosinger, Luca Iocchi, Christian Napoli, Salvatore Rinzivillo, Jacques Robin, Alessandro Saffiotti, Teresa Scantamburlo, Peter Schueller, Paolo Traverso, Javier Vazquez-Salceda

The burgeoning of AI has prompted recommendations that AI techniques should be "human-centered". However, there is no clear definition of what is meant by Human Centered Artificial Intelligence, or for short, HCAI. This paper aims to improve this sit

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2c7b0c8003c2371c51b796d1dea7faeb
http://arxiv.org/abs/2112.14480

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment

Autor: Andrea Passerini, Stan Matwin, Giovanni Comandé, Salvatore Rinzivillo, Fabio Pianesi, Katharina Morik, Riccardo Guidotti, Marco Conti, Alex Pentland, Andrea Passarella, Francesco Bonchi, Dino Pedreschi, Jeroen van den Hoven, Virginia Dignum, Chiara Boldrini, Bruno Lepri, Ciro Cattuto, Josep Domingo-Ferrer, Gennady Andrienko, Alessandro Vespignani, Paolo Ferragina, Anna Monreale, Dirk Helbing, Nuria Oliver, Arno Siebes, Roberto Trasarti, Sune Lehmann, Fosca Giannotti, Albert-László Barabási, Vicenç Torra, János Kertész, Mark Coté, Francesca Chiaromonte, Kimmo Kaski, David Megías Jiménez, Francesca Pratesi, Mirco Nanni, Salvatore Ruggieri, Frank Dignum, Paul Lukowicz

Publikováno v: Ethics and information technology 23 (2021). doi:10.1007/s10676-020-09572-w
Nanni, M, Andrienko, G, Barabási, A L, Boldrini, C, Bonchi, F, Cattuto, C, Chiaromonte, F, Comandé, G, Conti, M, Coté, M, Dignum, F, Dignum, V, Domingo-Ferrer, J, Ferragina, P, Giannotti, F, Guidotti, R, Helbing, D, Kaski, K, Kertesz, J, Lehmann, S, Lepri, B, Lukowicz, P, Matwin, S, Jiménez, D M, Monreale, A, Morik, K, Oliver, N, Passarella, A, Passerini, A, Pedreschi, D, Pentland, A, Pianesi, F, Pratesi, F, Rinzivillo, S, Ruggieri, S, Siebes, A, Torra, V, Trasarti, R, Hoven, J V D & Vespignani, A 2021, ' Give more data, awareness and control to individual citizens, and they will help COVID-19 containment ', Ethics and Information Technology, vol. 2021, pp. 61-66 . https://doi.org/10.1007/s10676-020-09572-w
Ethics and Information Technology, 23
O2, repositorio institucional de la UOC
Universitat Oberta de Catalunya (UOC)
Trans. Data Priv., 13(1), 61
Scopus-Elsevier
Publons
info:cnr-pdr/source/autori:Nanni M.; Andrienko G.; Barabasi A.-L.; Boldrini C.; Bonchi F.; Cattuto C.; Chiaromonte F.; Comande G.; Conti M.; Cote M.; Dignum F.; Dignum V.; Domingo-Ferrer J.; Ferragina P.; Giannotti F.; Guidotti R.; Helbing D.; Kaski K.; Kertesz J.; Lehmann S.; Lepri B.; Lukowicz P.; Matwin S.; Jimenez D.M.; Monreale A.; Morik K.; Oliver N.; Passarella A.; Passerini A.; Pedreschi D.; Pentland A.; Pianesi F.; Pratesi F.; Rinzivillo S.; Ruggieri S.; Siebes A.; Torra V.; Trasarti R.; Hoven J.; Vespignani A./titolo:Give more data, awareness and control to individual citizens, and they will help COVID-19 containment/doi:10.1007%2Fs10676-020-09572-w/rivista:Ethics and information technology/anno:2021/pagina_da:/pagina_a:/intervallo_pagine:/volume:23
King's College London
Transactions on Data Privacy, 13(1)
Transactions on data privacy 13 (2020): 61–66.
info:cnr-pdr/source/autori:Nanni M.; Andrienko G.; Barabasi A.-L.; Boldrini C.; Bonchi F.; Cattuto C.; Chiaromonte F.; Comandé G.; Conti M.; Coté M.; Dignum F.; Dignum V.; Domingo-Ferrer J.; Ferragina P.; Giannotti F.; Guidotti R.; Helbing D.; Kaski K.; Kertesz J.; Lehmann S.; Lepri B.; Lukowicz P.; Matwin S.; Jimenez D.; Monreale A.; Morik K.; Oliver N.; Passarella A.; Passerini A.; Pedreschi D.; Pentland A.; Pianesi F.; Pratesi F.; Rinzivillo S.; Ruggieri S.; Siebes A.; Torra V.; Trasarti R.; Van Den Hoven J.; Vespignani A./titolo:Give more data, awareness and control to individual citizens, and they will help COVID-19 containment/doi:/rivista:Transactions on data privacy/anno:2020/pagina_da:61/pagina_a:66/intervallo_pagine:61–66/volume:13
Ethics and Information Technology

The rapid dynamics of COVID-19 calls for quick and effective tracking of virus transmission chains and early detection of outbreaks, especially in the phase 2 of the pandemic, when lockdown and other restriction measures are progressively withdrawn,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::33f12bebed468faf9926e9df75e22bb9
https://openportal.isti.cnr.it/doc?id=people______::db79ff188eeed92ebe8f850872010c62