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08/14/2023
LCE: An Augmented Combination of Bagging and Boosting in Python
lcensemble is a high-performing, scalable and user-friendly Python packa...
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02/11/2022
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification
Traffic classification, i.e. the identification of the type of applicati...
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09/10/2020
XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification
We present XCM, an eXplainable Convolutional neural network for Multivar...
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05/29/2020
A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers
Our research aims to propose a new performance-explainability analytical...
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05/07/2020