List of publications




2023

  • Leila Amgoud. Explaining Black-box Classifiers: Properties and Functions. International Journal of Approximate Reasining, 2023[Pdf]
  • Leila Amgoud, Henri Trenquier, Philippe Muller. Leveraging Argumentation for Generating Robust Sample-based Explanations. In IJCAI'23.
  • Leila Amgoud, Dragan Doder, Srdjan Vesic. Parameterized Gradual Semantics Dealing with Varied Degrees of Compensation. In IJCAI'23.
  • Leila Amgoud, Henri Trenquier, Philippe Muller. Argument-based Explanation Functions. In AAMAS'23.
  • Nadia Abchiche, Leila Amgoud, Farida Zehraoui. Explainable Ensemble Classification Model Based on Argumentation. In AAMAS'23
  • Martin Cooper, Leila Amgoud. Abductive Explanations of Classifiers under Constraints: Complexity and Properties. In ECAI'23.
  • Leila Amgoud, Vivien Beuselinck. An Equivalence Class of Gradual Semantics. In ECSQARU'23.

2022

  • Leila Amgoud, Dragan Doder, Srdjan Vesic. Evaluation of Argument Strength in Attack Graphs: Foundations and Semantics. In Artificial Intelligence Journal, 2022. [Pdf]
  • Leila Amgoud, Jonathan Ben-Naim. Axiomatic Foundations of Explainability. In IJCAI'2022. [Pdf]
  • Leila Amgoud, Vivien Beuselinck. Towards a Principle-based Approach for Case-based reasoning. In SUM'2022[Pdf]

2021

  • Leila Amgoud, Victor David. A General Setting for Gradual Semantics Dealing with Similarity. In AAAI'2021[Pdf]
  • Leila Amgoud, Vivien Beuselinck. Equivalence of Semantics in Argumentation. In KR'2021[Pdf]
  • Leila Amgoud, Victor David. Similarity Measures based on Compiled Arguments. In ECSQARU'2021. [Pdf]
  • Leila Amgoud. Non-Monotonic Explanation Functions. In ECSQARU'2021[Pdf]
  • Leila Amgoud. Explaining Black-box Classification Models with Arguments. In ICTAI'2021. [Pdf]

2020

  • Leila Amgoud. Evaluation of Analogical Arguments by Choquet Integral. In ECAI'2020. [Pdf]
  • Leila Amgoud. Explaining Black-box Classification Models with Arguments. KR'2020 (poster)
  • Leila Amgoud, Victor David. An adjustment Function for Dealing with Similarities. In COMMA'2020. [Pdf]


2019



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2012

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1996