53 citations · 126 across the 13 of their papers we have counts for
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cs.LG2025★ 1 cited
Relative Layer-Wise Relevance Propagation: a more Robust Neural Networks eXplaination
Eric Nyiri, Olivier Gibaru
Machine learning methods are solving very successfully a plethora of tasks, but they have the disadvantage of not providing any information about their decision. Consequently, esti…
cs.LG2023★ 17 cited
Improving novelty detection with generative adversarial networks on hand gesture data
Miguel Simão, Pedro Neto, Olivier Gibaru
We propose a novel way of solving the issue of classification of out-of-vocabulary gestures using Artificial Neural Networks (ANNs) trained in the Generative Adversarial Network (G…
cs.LG2017
Clustering for Different Scales of Measurement - the Gap-Ratio Weighted K-means Algorithm
Joris Guérin, Olivier Gibaru, Stéphane Thiery +1
This paper describes a method for clustering data that are spread out over large regions and which dimensions are on different scales of measurement. Such an algorithm was develope…