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ORCIDMario Alfonso Prado-Romero
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- affiliation: University of Havana, Cuba
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Journal Articles
- 2024
[j1]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): 171:1-171:37 (2024)
Conference and Workshop Papers
- 2024
- [c11]Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
Robust Stochastic Graph Generator for Counterfactual Explanations. AAAI 2024: 21518-21526 - [c10]Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
GRETEL 2.0: Generation and Evaluation of Graph Counterfactual Explanations Evolved. ECML/PKDD (8) 2024: 363-367 - 2023
- [c9]Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
Revisiting CounteRGAN for Counterfactual Explainability of Graphs. Tiny Papers @ ICLR 2023 - [c8]Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
Developing and Evaluating Graph Counterfactual Explanation with GRETEL. WSDM 2023: 1180-1183 - 2022
- [c7]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: 88-97 - [c6]Mario Alfonso Prado-Romero, Giovanni Stilo:
GRETEL: Graph Counterfactual Explanation Evaluation Framework. CIKM 2022: 4389-4393 - 2019
- [c5]Mario Alfonso Prado-Romero, Alessandro Celi, Giovanni Stilo, Alex Coto-Santiesteban:
TSTM: A Model to Predict Topics' Popularity in News Providers. CIARP 2019: 96-106 - 2018
- [c4]Mario Alfonso Prado-Romero, Alberto Fernández Oliva, Lucina García Hernández:
Identifying Twitter Users Influence and Open Mindedness Using Anomaly Detection. IWAIPR 2018: 166-173 - 2017
- [c3]Mario Alfonso Prado-Romero, Christian Doerr, Andrés Gago Alonso:
Discovering Bitcoin Mixing Using Anomaly Detection. CIARP 2017: 534-541 - 2016
- [c2]Mario Alfonso Prado-Romero, Andrés Gago Alonso:
Community Feature Selection for Anomaly Detection in Attributed Graphs. CIARP 2016: 109-116 - [c1]Mario Alfonso Prado-Romero, Andrés Gago Alonso:
Detecting contextual collective anomalies at a Glance. ICPR 2016: 2532-2537
Informal and Other Publications
- 2023
- [i3]Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
Robust Stochastic Graph Generator for Counterfactual Explanations. CoRR abs/2312.11747 (2023) - 2022
- [i2]Mario Alfonso Prado-Romero, Giovanni Stilo:
GRETEL: A unified framework for Graph Counterfactual Explanation Evaluation. CoRR abs/2206.02957 (2022) - [i1]Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti:
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation. CoRR abs/2210.12089 (2022)
Coauthor Index
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