Mario Alfonso Prado-Romero

17 papers A* 1A 2B 1C 3Journal 4Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Exploring Ensemble Strategies for Graph Counterfactual Explanations.
xAI (4)
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2024 J jnl
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges.
ACM Comput. Surv.
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti
2024 — conf
GRETEL 2.0: Generation and Evaluation of Graph Counterfactual Explanations Evolved.
ECML/PKDD (8)
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2024 A* conf
Robust Stochastic Graph Generator for Counterfactual Explanations.
AAAI
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2023 — conf
Are Generative-Based Graph Counterfactual Explainers Worth It?
PKDD/ECML Workshops (3)
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2023 A conf
Developing and Evaluating Graph Counterfactual Explanation with GRETEL.
WSDM
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2023 — conf
Revisiting CounteRGAN for Counterfactual Explainability of Graphs.
Tiny Papers @ ICLR
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2023 J jnl
Robust Stochastic Graph Generator for Counterfactual Explanations.
CoRR
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2022 J jnl
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation.
CoRR
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti
2022 — conf
Ensemble Approaches for Graph Counterfactual Explanations.
XAI.it@AI*IA
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Alessandro Celi, Ernesto Luis Estevanell-Valladares, Daniel Alejandro Valdés Pérez
2022 J jnl
GRETEL: A unified framework for Graph Counterfactual Explanation Evaluation.
CoRR
Mario Alfonso Prado-Romero, Giovanni Stilo
2022 A conf
GRETEL: Graph Counterfactual Explanation Evaluation Framework.
CIKM
Mario Alfonso Prado-Romero, Giovanni Stilo
2019 C conf
TSTM: A Model to Predict Topics' Popularity in News Providers.
CIARP
Mario Alfonso Prado-Romero, Alessandro Celi, Giovanni Stilo, Alex Coto-Santiesteban
2018 — conf
Identifying Twitter Users Influence and Open Mindedness Using Anomaly Detection.
IWAIPR
Mario Alfonso Prado-Romero, Alberto Fernández Oliva, Lucina García Hernández
2017 C conf
Discovering Bitcoin Mixing Using Anomaly Detection.
CIARP
Mario Alfonso Prado-Romero, Christian Doerr, Andrés Gago Alonso
2016 C conf
Community Feature Selection for Anomaly Detection in Attributed Graphs.
CIARP
Mario Alfonso Prado-Romero, Andrés Gago Alonso
2016 B conf
Detecting contextual collective anomalies at a Glance.
ICPR
Mario Alfonso Prado-Romero, Andrés Gago Alonso