Mario Alfonso Prado-Romero

According to our database, Mario Alfonso Prado-Romero authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges.

Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti

ACM Comput. Surv., July, 2024

GRETEL 2.0: Generation and Evaluation of Graph Counterfactual Explanations Evolved.

Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

Robust Stochastic Graph Generator for Counterfactual Explanations.

Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Developing and Evaluating Graph Counterfactual Explanation with GRETEL.

Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Revisiting CounteRGAN for Counterfactual Explainability of Graphs.

Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

2022

A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation.

Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti

CoRR, 2022

GRETEL: A unified framework for Graph Counterfactual Explanation Evaluation.

Mario Alfonso Prado-Romero, Giovanni Stilo

CoRR, 2022

GRETEL: Graph Counterfactual Explanation Evaluation Framework.

Mario Alfonso Prado-Romero, Giovanni Stilo

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Ensemble Approaches for Graph Counterfactual Explanations.

Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Alessandro Celi, Ernesto Luis Estevanell-Valladares, Daniel Alejandro Valdés Pérez

Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28, 2022

2019

TSTM: A Model to Predict Topics' Popularity in News Providers.

Mario Alfonso Prado-Romero, Alessandro Celi, Giovanni Stilo, Alex Coto-Santiesteban

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

2018

Identifying Twitter Users Influence and Open Mindedness Using Anomaly Detection.

Mario Alfonso Prado-Romero, Alberto Fernández Oliva, Lucina García Hernández

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018

2017

Discovering Bitcoin Mixing Using Anomaly Detection.

Mario Alfonso Prado-Romero, Christian Doerr, Andrés Gago Alonso

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016

Detecting contextual collective anomalies at a Glance.

Mario Alfonso Prado-Romero, Andrés Gago Alonso

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Community Feature Selection for Anomaly Detection in Attributed Graphs.

Mario Alfonso Prado-Romero, Andrés Gago Alonso

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016