Benoît Frénay
University of Namur(BE)
Publications by Year
Research Areas
Neural Networks and Applications, Explainable Artificial Intelligence (XAI), Face and Expression Recognition, Anomaly Detection Techniques and Applications, Machine Learning and Data Classification
Most-Cited Works
- → Classification in the Presence of Label Noise: A Survey(2014)1,688 cited
- → Decision trees: from efficient prediction to responsible AI(2023)175 cited
- → Legal requirements on explainability in machine learning(2020)147 cited
- Using SVMs with randomised feature spaces: an extreme learning approach(2010)
- → Parameter-insensitive kernel in extreme learning for non-linear support vector regression(2011)85 cited
- → Is mutual information adequate for feature selection in regression?(2013)83 cited
- A Comprehensive Introduction to Label Noise(2014)
- → Feature selection for nonlinear models with extreme learning machines(2012)81 cited
- Interpretability of machine learning models and representations: an introduction.(2016)
- → Clustering Patterns of Urban Built-up Areas with Curves of Fractal Scaling Behaviour(2010)54 cited