11573/1666704 - 2023 -
State of the Art of Visual Analytics for eXplainable Deep Learning La Rosa, Biagio; Blasilli, Graziano; Bourqui, Romain; Auber, David; Santucci, Giuseppe; Capobianco, Roberto; Bertini, Enrico; Giot, Romain; Angelini, Marco - 01a Articolo in rivista
paper: COMPUTER GRAPHICS FORUM (Oxford: Blackwell Publishers.) pp. - - issn: 1467-8659 - wos: WOS:000928775300001 (7) - scopus: 2-s2.0-85147373343 (12)
11573/1707639 - 2023 -
Towards a fuller understanding of neurons with Clustered Compositional Explanations La Rosa, Biagio; Gilpin, Leilani H.; Capobianco, Roberto - 04b Atto di convegno in volume
conference: Thirty-seventh Annual Conference on Neural Information Processing Systems (New Orleans; United States of America)
book: Advances in neural Information processing systems - ()
11573/1691190 - 2023 -
Explainable AI in drug discovery: self-interpretable graph neural network for molecular property prediction using concept whitening Proietti, Michela; Ragno, Alessio; Rosa, Biagio La; Ragno, Rino; Capobianco, Roberto - 01a Articolo in rivista
paper: MACHINE LEARNING (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. - - issn: 0885-6125 - wos: WOS:001091343300001 (0) - scopus: 2-s2.0-85175337233 (0)
11573/1624612 - 2022 -
A Discussion about Explainable Inference on Sequential Data via Memory-Tracking La Rosa, B.; Capobianco, R.; Nardi, D. - 04b Atto di convegno in volume
conference: 2021 International Conference of the Italian Association for Artificial Intelligence, AIxIA 2021 DP (Virtual)
book: CEUR Workshop Proceedings - ()
11573/1662244 - 2022 -
A self-interpretable module for deep image classification on small data La Rosa, B; Capobianco, R; Nardi, D - 01a Articolo in rivista
paper: APPLIED INTELLIGENCE (-DORDRECHT, NETHERLANDS: SPRINGER
-London ; Dordrecht ; Boston : Kluwer Academic Publishers) pp. - - issn: 0924-669X - wos: WOS:000836106300001 (2) - scopus: 2-s2.0-85135404189 (4)
11573/1662243 - 2022 -
Detection accuracy for evaluating compositional explanations of units Makinwa, S. M.; La Rosa, B.; Capobianco, R. - 04b Atto di convegno in volume
conference: 20th International conference of the italian association for artificial intelligence, AIxIA 2021 (Virtual Event)
book: Lecture notes in computer science - (978-3-031-08420-1; 978-3-031-08421-8)
11573/1662081 - 2022 -
Prototype-based Interpretable Graph Neural Networks Ragno, Alessio; La Rosa, Biagio; Capobianco, Roberto - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE (Piscataway NJ: IEEE) pp. 1-11 - issn: 2691-4581 - wos: (0) - scopus: 2-s2.0-85142856655 (3)
11573/1397019 - 2021 -
Explainable inference on sequential data via memory-tracking La Rosa, Biagio; Capobianco, Roberto; Nardi, Daniele - 04b Atto di convegno in volume
conference: International Joint Conference on Artificial Intelligence - IJCAI (Yokohama; Japan)
book: 29th International Joint Conference on Artificial Intelligence, IJCAI 2020 - ()