Publications LIRIS pour Ataollah Kamal (5)

• 2023 (1)
• Conferences (1)
• International conferences with peer review (1)
•  Ataollah Kamal, Marc Plantevit & C. Robardet (2023). "Game Theoretic Explanations for Graph Neural Networks". Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers, Part {III}, 23 septembre 2023, Turin (Italy), pp. 217-232. doi : 10.1007/978-3-031-74633-8\_14. HAL : hal-04909498.
• 2022 (4)
• Journals (1)
• International journals with peer review (1)
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "On GNN explanability with activation rules". Data Mining and Knowledge Discovery, vol. 38, #5, pp. 3227-3261. doi : 10.1007/s10618-022-00870-z. HAL : hal-03821784. .
• Conferences (3)
• International conferences with peer review (2)
•  Ataollah Kamal, Elouan Vincent, Marc Plantevit & Céline Robardet (2022). "Improving the Quality of Rule-Based GNN Explanations". Workshop on eXplainable Knowledge Discovery in Data Mining. Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part I, 23 septembre 2022, Grenoble (France), pp. 467-482. doi : 10.1007/978-3-031-23618-1\_31. HAL : hal-04580342. .
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "What Does My GNN Really Capture? On Exploring Internal GNN Representations". International Joint Conference on Artificial Intelligence 2022, 22 juillet 2022, Vienna (Austria). HAL : hal-03700710. .
• National conferences with peer review (1)
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN". Extraction et Gestion des Connaissances (EGC 2022), 28 janvier 2022, Blois (France), pp. 159-170. HAL : hal-03921033. .

Publication hors LIRIS pour Ataollah Kamal (1)

• 2024 (1)
• Journals (1)
• International journals with peer review (1)
•  Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2024). "On GNN explanability with activation patterns". Data Mining and Knowledge Discovery, vol. 38, #5, pp. 3227-3261. doi : 10.1007/S10618-022-00870-Z. HAL : hal-03367714. .