ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques

no code implementations • 29 Aug 2023 • Javier Fumanal-Idocin, Javier Andreu-Perez, Oscar Cordón, Hani Hagras, Humberto Bustince

We also show that some of the features used by these models can be more clearly correlated to visual traits in the original image than others.

Art Analysis Explainable artificial intelligence +2

A Temporal Type-2 Fuzzy System for Time-dependent Explainable Artificial Intelligence

no code implementations • 22 Oct 2022 • Mehrin Kiani, Javier Andreu-Perez, Hani Hagras

In this work, we present novel Temporal Type-2 FLS Based Approach for time-dependent XAI (TXAI) systems, which can account for the likelihood of a measurement's occurrence in the time domain using (the measurement's) frequency of occurrence.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI)

Towards Understanding Human Functional Brain Development with Explainable Artificial Intelligence: Challenges and Perspectives

no code implementations • 24 Dec 2021 • Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Silvia Rigato, Maria Laura Filippetti

The last decades have seen significant advancements in non-invasive neuroimaging technologies that have been increasingly adopted to examine human brain development.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI)