no code implementations • 9 Jun 2023 • Renato De Leone, Francesca Maggioni, Andrea Spinelli
In this paper we present a Twin Parametric-Margin Support Vector Machine (TPMSVM) model to tackle the problem of multiclass classification.
1 code implementation • 2 Mar 2023 • Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr
Bayesian Optimization (BO) is a class of black-box, surrogate-based heuristics that can efficiently optimize problems that are expensive to evaluate, and hence admit only small evaluation budgets.
1 code implementation • Semantic Web Journal 2017 • Petar Ristoski, Jessica Rosati, Tommaso Di Noia, Renato De Leone, Heiko Paulheim
Linked Open Data has been recognized as a valuable source for background information in many data mining and information retrieval tasks.
Ranked #2 on Node Classification on BGS
no code implementations • 25 May 2015 • Renato De Leone, Valentina Minnetti
In this short paper, the Electre Tri-Machine Learning Method, generally used to solve ordinal classification problems, is proposed for solving the Record Linkage problem.