Mario Alfonso Prado-Romero

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 14

Top Topics

Evaluation Framework

Anomaly Detection

Graph Theoretic

Top Venues

ACM Comput. Surv.

Publications

Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
Robust Stochastic Graph Generator for Counterfactual Explanations. AAAI (2024)
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges. ACM Comput. Surv. 56 (7) (2024)
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
Revisiting CounteRGAN for Counterfactual Explainability of Graphs. Tiny Papers @ ICLR (2023)
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
Robust Stochastic Graph Generator for Counterfactual Explanations. CoRR (2023)
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
Developing and Evaluating Graph Counterfactual Explanation with GRETEL. WSDM (2023)
Mario Alfonso Prado-Romero, Giovanni Stilo
GRETEL: Graph Counterfactual Explanation Evaluation Framework. CIKM (2022)
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Alessandro Celi, Ernesto Luis Estevanell-Valladares, Daniel Alejandro Valdés Pérez
Ensemble Approaches for Graph Counterfactual Explanations. XAI.it@AI*IA (2022)
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation. CoRR (2022)
Mario Alfonso Prado-Romero, Giovanni Stilo
GRETEL: A unified framework for Graph Counterfactual Explanation Evaluation. CoRR (2022)
Mario Alfonso Prado-Romero, Alessandro Celi, Giovanni Stilo, Alex Coto-Santiesteban
TSTM: A Model to Predict Topics' Popularity in News Providers. CIARP (2019)
Mario Alfonso Prado-Romero, Alberto Fernández Oliva, Lucina García Hernández
Identifying Twitter Users Influence and Open Mindedness Using Anomaly Detection. IWAIPR (2018)
Mario Alfonso Prado-Romero, Christian Doerr, Andrés Gago Alonso
Discovering Bitcoin Mixing Using Anomaly Detection. CIARP (2017)
Mario Alfonso Prado-Romero, Andrés Gago Alonso
Community Feature Selection for Anomaly Detection in Attributed Graphs. CIARP (2016)
Mario Alfonso Prado-Romero, Andrés Gago Alonso
Detecting contextual collective anomalies at a Glance. ICPR (2016)