From the 1 of 23 papers with an AI index.
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- Institut de Recherche en Informatique de ToulouseFR22 papers
- Institut Polytechnique de BordeauxFR22 papers
- Université Toulouse III - Paul SabatierFR22 papers
- Université Toulouse - Jean JaurèsFR22 papers
- Centre National de la Recherche ScientifiqueFR13 papers
- Université Fédérale de Toulouse Midi-PyrénéesFR6 papers
- National University of SingaporeSG4 papers
- Communauté d'universités et établissements de ToulouseFR3 papers
- École Nationale de l’Aviation CivileFR3 papers
- Université Paris 1 Panthéon-SorbonneFR3 papers
- Bandung Institute of TechnologyID2 papers
- Institut Clément AderFR2 papers
4 papers · 1 filter
Fun-TSG: A Function-Driven Multivariate Time Series Generator with Variable-Level Anomaly Labeling
Pierre Lotte, André Péninou, Olivier Teste
Reliable evaluation of anomaly detection methods in multivariate time series remains an open challenge, largely due to the limitations of existing benchmark datasets. Current resou…
An In-depth Study of LLM Contributions to the Bin Packing Problem
Julien Herrmann, Guillaume Pallez
Recent studies have suggested that Large Language Models (LLMs) could provide interesting ideas contributing to mathematical discovery. This claim was motivated by reports that LLM…
Interpretable and Explainable Surrogate Modeling for Simulations: A State-of-the-Art Survey and Perspectives on Explainable AI for Decision-Making
Pramudita Satria Palar, Paul Saves, Muhammad Daffa Robani +6
The simulation of complex systems increasingly relies on sophisticated but fundamentally opaque computational black-box simulators. Surrogate models play a central role in reducing…
SNN-Based Online Learning of Concepts and Action Laws in an Open World
Christel Grimaud, Dominique Longin, Andreas Herzig
We present the architecture of a fully autonomous, bio-inspired cognitive agent built around a spiking neural network (SNN) implementing the agent's semantic memory. This agent exp…