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María Vanina
María Vanina
 
Martinez
Martinez

Tenured Scientist
Tenured Scientist


María Vanina
María Vanina
 
Martinez
Martinez
Tenured Scientist
Tenured Scientist

Logic and Reasoning
Logic and Reasoning
(+34) 93 580 9570 ext.
431817
431817
vmartinez@iiia.csic.es
vmartinez@iiia.csic.es
Research areas:
  • Argumentation
  • Belief Revision
  • Inconsitency-tolerant reasoning
  • Natural Language Processing
  • Foundations of Databases
  • Responsible AI
  • Automated Reasoning
  • Data management
  • Probability Logic
  • Uncertainty
  • XAI
  • Inconsistency Measures
  • Argumentation
  • Belief Revision
  • Inconsitency-tolerant reasoning
  • Natural Language Processing
  • Foundations of Databases
  • Responsible AI
  • Automated Reasoning
  • Data management
  • Probability Logic
  • Uncertainty
  • XAI
  • Inconsistency Measures
Impact areas:
  • Ethics
  • Ethics
SDGs:
  • GOAL 16: Peace, Justice and Strong Institutions
  • GOAL 16: Peace, Justice and Strong Institutions
2024
Yamil Soto,  Cristhian Ariel D. Deagustini,  Maria Vanina Martinez,  & Gerardo I. Simari (2024). A Mathematical Conceptualization of Bundle Sets in Defeasible Logic. Proc. of ACM SAC . [BibTeX]
Daniel Grimaldi,  Maria Vanina Martinez,  & Ricardo O Rodriguez (2024). Moderated revision. International Journal of Approximate Reasoning, 166, 109126. https://doi.org/10.1016/j.ijar.2024.109126. [BibTeX]  [PDF]
2023
Sergio Abriola,  Santiago Cifuentes,  Maria Vanina Martinez,  Nina Pardal,  & Edwin Pin (2023). An epistemic approach to model uncertainty in data-graphs. Int. J. Approx. Reason., 160, 108948. https://doi.org/10.1016/j.ijar.2023.108948. [BibTeX]
Damian Ariel Furman,  Pablo Torres,  Jose A. Rodriguez,  Diego Letzen,  Maria Vanina Martinez,  & Laura Alonso Alemany (2023). An Initial Exploration of How Argumentative Information Impacts Automatic Generation of Counter-Narratives Against Hate Speech. Oana Cocarascu, Sylvie Doutre, Jean{-}Guy Mailly, & Antonio Rago (Eds.), Proceedings of the First International Workshop on Argumentation and Applications co-located with 20th International Conference on Principles of Knowledge Representation and Reasoning {(KR}2023), Rhodes, Greece, September 2-8, 2023 (pp. 26--39). CEUR-WS.org. https://ceur-ws.org/Vol-3472/paper2.pdf. [BibTeX]
(2023). Benny Kimelfeld and Maria Vanina Martinez and Renzo Angles (Eds.) - Proceedings of the 15th Alberto Mendelzon International Workshop on Foundations of Data Management (AMW 2023), Santiago de Chile, Chile, May 22-26, 2023 . CEUR-WS.org. https://ceur-ws.org/Vol-3409. [BibTeX]
Dami{\'{a}}n Ariel Furman,  Pablo Torres,  Jos{\'{e}}A. Rodr{í}guez,  Diego Letzen,  Maria Vanina Martinez,  & Laura Alonso Alemany (2023). High-quality argumentative information in low resources approaches improve counter-narrative generation. Houda Bouamor, Juan Pino, & Kalika Bali (Eds.), Findings of the Association for Computational Linguistics: {EMNLP} 2023, Singapore, December 6-10, 2023 (pp. 2942--2956). Association for Computational Linguistics. https://doi.org/10.18653/V1/2023.FINDINGS-EMNLP.194. [BibTeX]
Sergio Abriola,  Maria Vanina Martinez,  Nina Pardal,  Santiago Cifuentes,  & Edwin Pin Baque (2023). On the Complexity of Finding Set Repairs for Data-Graphs. J. Artif. Intell. Res., 76, 721--759. https://doi.org/10.1613/jair.1.13994. [BibTeX]  [PDF]
Gaston E. Zanitti,  Yamil Soto,  Valentin Iovene,  Maria Vanina Martinez,  Ricardo Oscar Rodriguez,  Gerardo I. Simari,  & Demian Wassermann (2023). Scalable Query Answering Under Uncertainty to Neuroscientific Ontological Knowledge: The NeuroLang Approach. Neuroinformatics, 21, 407--425. https://doi.org/10.1007/s12021-022-09612-4. [BibTeX]  [PDF]
Damian Ariel Furman,  Pablo Torres,  Jose A. Rodriguez,  Diego Letzen,  Maria Vanina Martinez,  & Laura Alonso Alemany (2023). Which Argumentative Aspects of Hate Speech in Social Media can be reliably identified?. CoRR, abs/2306.02978. https://doi.org/10.48550/arXiv.2306.02978. [BibTeX]
2022
Piotr Romashov,  Martin Gjoreski,  Kacper Sokol,  Maria Vanina Martinez,  & Marc Langheinrich (2022). BayCon: Model-agnostic Bayesian Counterfactual Generator. Luc De Raedt (Eds.), Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI}2022, Vienna, Austria, 23-29 July 2022 (pp. 740--746). ijcai.org. https://doi.org/10.24963/ijcai.2022/104. [BibTeX]
John Grant,  Maria Vanina Martinez,  Cristian Molinaro,  & Francesco Parisi (2022). Dimensional Inconsistency Measures and Postulates in Spatio-Temporal Databases (Extended Abstract). Luc De Raedt (Eds.), Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI}2022, Vienna, Austria, 23-29 July 2022 (pp. 5742--5746). ijcai.org. https://doi.org/10.24963/ijcai.2022/802. [BibTeX]
Thomas Lukasiewicz,  Enrico Malizia,  Maria Vanina Martinez,  Cristian Molinaro,  Andreas Pieris,  & Gerardo I. Simari (2022). Inconsistency-tolerant query answering for existential rules. Artif. Intell., 307, 103685. https://doi.org/10.1016/j.artint.2022.103685. [BibTeX]
Fabio R. Gallo,  Gerardo I. Simari,  Maria Vanina Martinez,  Natalia Abad Santos,  & Marcelo A. Falappa (2022). Local Belief Dynamics in Network Knowledge Bases. {ACM}Trans. Comput. Log., 23, 4:1--4:36. https://doi.org/10.1145/3477394. [BibTeX]
Jose Paredes,  Juan Carlos Teze,  Maria Vanina Martinez,  & Gerardo I. Simari (2022). The HEIC application framework for implementing XAI-based socio-technical systems. Online Soc. Networks Media, 32, 100239. https://doi.org/10.1016/j.osnem.2022.100239. [BibTeX]
2021
Jose Paredes,  Gerardo I. Simari,  Maria Vanina Martinez,  & Marcelo A. Falappa (2021). Detecting malicious behavior in social platforms via hybrid knowledge- and data-driven systems. Future Gener. Comput. Syst., 125, 232--246. https://doi.org/10.1016/j.future.2021.06.033. [BibTeX]
John Grant,  Maria Vanina Martinez,  Cristian Molinaro,  & Francesco Parisi (2021). Dimensional Inconsistency Measures and Postulates in Spatio-Temporal Databases. J. Artif. Intell. Res., 71, 733--780. https://doi.org/10.1613/jair.1.12435. [BibTeX]
Cristhian A. D. Deagustini,  Juan Carlos Teze,  Maria Vanina Martinez,  Marcelo A. Falappa,  & Guillermo Ricardo Simari (2021). Merging existential rules programs in multi-agent contexts through credibility accrual. Inf. Sci., 555, 236--259. https://doi.org/10.1016/j.ins.2020.10.050. [BibTeX]
Jose Paredes,  Gerardo I. Simari,  Maria Vanina Martinez,  & Marcelo A. Falappa (2021). NetDER: An Architecture for Reasoning About Malicious Behavior. Inf. Syst. Frontiers, 23, 185--201. https://doi.org/10.1007/s10796-020-10003-w. [BibTeX]
Jos{\'{e}}Paredes,  Juan Carlos Teze,  Gerardo I. Simari,  & Maria Vanina Martinez (2021). On the Importance of Domain-specific Explanations in AI-based Cybersecurity Systems (Technical Report). CoRR, abs/2108.02006. https://arxiv.org/abs/2108.02006. [BibTeX]
Gerardo I. Simari,  Maria Vanina Martinez,  Fabio R. Gallo,  & Marcelo A. Falappa (2021). The Big-2/ROSe Model of Online Personality. Cogn. Comput., 13, 1198--1214. https://doi.org/10.1007/s12559-021-09866-1. [BibTeX]