no code implementations • 19 Jun 2013 • Giuseppe Ateniese, Giovanni Felici, Luigi V. Mancini, Angelo Spognardi, Antonio Villani, Domenico Vitali
Machine Learning (ML) algorithms are used to train computers to perform a variety of complex tasks and improve with experience.
1 code implementation • 7 Aug 2018 • Ana Kenney, Francesca Chiaromonte, Giovanni Felici
Because of continuous advances in mathematical programing, Mix Integer Optimization has become a competitive vis-a-vis popular regularization method for selecting features in regression problems.
Methodology
1 code implementation • 23 Oct 2023 • Nimisha Ghosh, Daniele Santoni, Indrajit Saha, Giovanni Felici
DNABERT-Cap is proposed in this work to predict transcription factor binding sites mining ChIP-seq datasets.
1 code implementation • 31 Oct 2023 • Giovanni Felici, Antonio M. Sudoso
In essence, it incorporates an additional learning and optimization task into the standard feature-based forecasting approach, focusing on the identification of an optimal set of forecasting methods.