Saranti, Anna

Towards multi-modal causability with graph neural networks enabling information fusion for explainable ai

Holzinger, A., Malle, B., Saranti, A., & Pfeifer, B. (2021) · Information Fusion

Explainable Artificial Intelligence (XAI)Multimodal Machine Learning Applications

Cited by 352

On generating trustworthy counterfactual explanations

Del Ser, J., Barredo-Arrieta, A., Díaz-Rodríguez, N., Herrera, F., Saranti, A., & Holzinger, A. (2024) · Information Sciences

Explainable Artificial Intelligence (XAI)Adversarial Robustness in Machine Learning

Cited by 122

GNN-SubNet: disease subnetwork detection with explainable graph neural networks

Pfeifer, B., Saranti, A., & Holzinger, A. (2022) · Bioinformatics

Bioinformatics and Genomic NetworksComputational Drug Discovery Methods

Cited by 69