World's Best Scientists 2026 revealed!

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Computer Science

D-Index
46
Citations
8354
World Ranking
6866
National Ranking
148

Overview

Leila Amgoud is affiliated with the Centre national de la recherche scientifique (CNRS) in France. Their research is primarily situated within the broad field of Computer Science, with a particular focus on Artificial Intelligence. Contributions also span Computational Theory and Mathematics, Sociology and Political Science, and Information Systems.

Their scholarly work addresses several main topics including:

  • Logic, Reasoning, and Knowledge
  • Multi-Agent Systems and Negotiation
  • Explainable Artificial Intelligence (XAI)
  • Bayesian Modeling and Causal Inference
  • Adversarial Robustness in Machine Learning
  • Semantic Web and Ontologies
  • Rough Sets and Fuzzy Logic

Amgoud's publication record includes multiple recent papers across prestigious venues, highlighting a focus on argumentation, explainability, and semantics in AI:

  • "Evaluation of argument strength in attack graphs: Foundations and semantics" (2021), published in Artificial Intelligence
  • "Axiomatic Foundations of Explainability" (2022), published in the Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence
  • "Explaining black-box classifiers: Properties and functions" (2023), published in the International Journal of Approximate Reasoning
  • "A General Setting for Gradual Semantics Dealing with Similarity" (2021), published in the Proceedings of the AAAI Conference on Artificial Intelligence
  • "Explaining Black-box Classification Models with Arguments" (2021), published in the 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI)

The venues in which Amgoud frequently publishes include:

  • arXiv (Cornell University)
  • Artificial Intelligence
  • Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence
  • International Journal of Approximate Reasoning
  • Proceedings of the AAAI Conference on Artificial Intelligence

Collaboration is an important aspect of Amgoud's research, with regular co-authors comprising:

  • Víctor David
  • Martin Cooper
  • Srdjan Vesić
  • Vivien Beuselinck
  • Dragan Doder

Best Publications

  • On the evaluation of argumentation formalisms

    Martin Caminada;Leila Amgoud

  • A Reasoning Model Based on the Production of Acceptable Arguments

    Leila Amgoud;Claudette Cayrol

  • Using arguments for making and explaining decisions

    Leila Amgoud;Henri Prade

  • Modelling dialogues using argumentation

    L. Amgoud;N. Maudet;S. Parsons

  • Inferring from Inconsistency in Preference-Based Argumentation Frameworks

    Leila Amgoud;Claudette Cayrol

  • Arguments, dialogue, and negotiation

    Leila Amgoud;Simon Parsons;Nicolas Maudet

  • On bipolarity in argumentation frameworks

    L. Amgoud;C. Cayrol;M. C. Lagasquie-Schiex;P. Livet

  • Properties and Complexity of Some Formal Inter-agent Dialogues

    Simon Parsons;Michael J. Wooldridge;Leila Amgoud

  • A Dialogue Game Protocol for Agent Purchase Negotiations

    Peter Mcburney;Rogier M. Van Eijk;Simon Parsons;Leila Amgoud

  • On the acceptability of arguments in preference-based argumentation

    Leila Amgoud;Claudette Cayrol

  • Ranking-based semantics for argumentation frameworks

    Leila Amgoud;Jonathan Ben-Naim

  • A unified and general framework for argumentation-based negotiation

    Leila Amgoud;Yannis Dimopoulos;Pavlos Moraitis

  • Agent dialogues with conflicting preferences

    Leila Amgoud;Simon Parsons

  • An argumentation based approach for practical reasoning

    Iyad Rahwan;Leila Amgoud

  • An analysis of formal inter-agent dialogues

    Simon Parsons;Michael Wooldridge;Leila Amgoud

  • An argumentation-based approach to multiple criteria decision

    Leila Amgoud;Jean-Francois Bonnefon;Henri Prade

  • Rich preference-based argumentation frameworks

    Leila Amgoud;Srdjan Vesic

  • Strategical considerations for negotiating agents

    Leila Amgoud;Souhila Kaci

  • A new approach for preference-based argumentation frameworks

    Leila Amgoud;Srdjan Vesic

  • On the outcomes of formal inter-agent dialogues

    Simon Parsons;Michael Wooldridge;Leila Amgoud

Frequent Co-Authors

Henri Prade
Henri Prade Paul Sabatier University
Simon Parsons
Simon Parsons University of Lincoln
Nicolas Maudet
Nicolas Maudet Sorbonne University
Mark d'Inverno
Mark d'Inverno Goldsmiths University of London
Carles Sierra
Carles Sierra Spanish National Research Council
Anthony Hunter
Anthony Hunter University College London
Michael Wooldridge
Michael Wooldridge University of Oxford
Iyad Rahwan
Iyad Rahwan Max Planck Institute for Human Development
V. S. Subrahmanian
V. S. Subrahmanian Dartmouth College
Antonis C. Kakas
Antonis C. Kakas University of Cyprus

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