Veronica Piccialli

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 34

Top Topics

Machine Learning

Semidefinite Program

Feature Selection

Quadratic Program

Top Venues

Comput. Optim. Appl.

Eur. J. Oper. Res.

Publications

Veronica Piccialli, Dolores Romero Morales, Cecilia Salvatore
Supervised feature compression based on counterfactual analysis. Eur. J. Oper. Res. 317 (2) (2024)
Veronica Piccialli, Jan Schwiddessen, Antonio Maria Sudoso
Optimization meets Machine Learning: An Exact Algorithm for Semi-Supervised Support Vector Machines. CoRR (2023)
Dario Piermarini, Antonio Maria Sudoso, Veronica Piccialli
Predicting municipalities in financial distress: a machine learning approach enhanced by domain expertise. CoRR (2023)
Bernardetta Addis, Christophe Castel, Amalia Macali, Ruth Misener, Veronica Piccialli
Data augmentation driven by optimization for membrane separation process synthesis. Comput. Chem. Eng. 177 (2023)
Veronica Piccialli, Dolores Romero Morales, Cecilia Salvatore
Supervised Feature Compression based on Counterfactual Analysis. CoRR (2022)
Veronica Piccialli, Antonio Maria Sudoso, Angelika Wiegele
SOS-SDP: An Exact Solver for Minimum Sum-of-Squares Clustering. INFORMS J. Comput. 34 (4) (2022)
Veronica Piccialli, Marco Sciandrone
Nonlinear optimization and support vector machines. Ann. Oper. Res. 314 (1) (2022)
Giampaolo Liuzzi, Marco Locatelli, Veronica Piccialli
A computational study on QP problems with general linear constraints. Optim. Lett. 16 (6) (2022)
Veronica Piccialli, Antonio Maria Sudoso
Global Optimization for Cardinality-constrained Minimum Sum-of-Squares Clustering via Semidefinite Programming. CoRR (2022)
Marco Balletti, Veronica Piccialli, Antonio Maria Sudoso
Mixed-Integer Nonlinear Programming for State-Based Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid 13 (4) (2022)
Veronica Piccialli, Anna Russo Russo, Antonio Maria Sudoso
An exact algorithm for semi-supervised minimum sum-of-squares clustering. Comput. Oper. Res. 147 (2022)
Luigi Bianchi, Chiara Liti, Giampaolo Liuzzi, Veronica Piccialli, Cecilia Salvatore
Improving P300 Speller performance by means of optimization and machine learning. Ann. Oper. Res. 312 (2) (2022)
Veronica Piccialli, Anna Russo Russo, Antonio Maria Sudoso
An Exact Algorithm for Semi-supervised Minimum Sum-of-Squares Clustering. CoRR (2021)
Marco Balletti, Veronica Piccialli, Antonio Maria Sudoso
Mixed-Integer Nonlinear Programming for State-based Non-Intrusive Load Monitoring. CoRR (2021)
Giampaolo Liuzzi, Marco Locatelli, Veronica Piccialli, S. Rass
Computing mixed strategies equilibria in presence of switching costs by the solution of nonconvex QP problems. Comput. Optim. Appl. 79 (3) (2021)
Paolo Mancuso, Veronica Piccialli, Antonio Maria Sudoso
A machine learning approach for forecasting hierarchical time series. Expert Syst. Appl. 182 (2021)
Federico Ronci, Corrado Avolio, Mauro di Donna, Massimo Zavagli, Veronica Piccialli, Mario Costantini
Oil Spill Detection from SAR Images by Deep Learning. IGARSS (2020)
Paolo Mancuso, Veronica Piccialli, Antonio Maria Sudoso
A machine learning approach for forecasting hierarchical time series. CoRR (2020)
Antonio Maria Sudoso, Veronica Piccialli
Non-Intrusive Load Monitoring with an Attention-based Deep Neural Network. CoRR (2019)
Samuel Burer, Veronica Piccialli
Three methods for robust grading. Eur. J. Oper. Res. 272 (1) (2019)
Luigi Bianchi, Francesco Gambardella, Chiara Liti, Veronica Piccialli
Group study via collaborative BCI. SMC (2019)
Matteo Cosmi, Gianpaolo Oriolo, Veronica Piccialli, Paolo Ventura
Single courier single restaurant meal delivery (without routing). Oper. Res. Lett. 47 (6) (2019)
Chiara Liti, Luigi Bianchi, Veronica Piccialli, Francesco Gambardella
A Score based method for P300 Collaborative BCI. GBCIC (2019)
Giampaolo Liuzzi, Marco Locatelli, Veronica Piccialli
A new branch-and-bound algorithm for standard quadratic programming problems. Optim. Methods Softw. 34 (1) (2019)
Guido Cocchi, Alessandro Galligari, Federica Picca Nicolino, Veronica Piccialli, Fabio Schoen, Marco Sciandrone
Scheduling the Italian National Volleyball Tournament. Interfaces 48 (3) (2018)
Emilio Fortunato Campana, Matteo Diez, Giampaolo Liuzzi, Stefano Lucidi, Riccardo Pellegrini, Veronica Piccialli, Francesco Rinaldi, Andrea Serani
A multi-objective DIRECT algorithm for ship hull optimization. Comput. Optim. Appl. 71 (1) (2018)
Veronica Piccialli, Marco Sciandrone
Nonlinear optimization and support vector machines. 4OR 16 (2) (2018)
Francesca Fedeli, Roberto Mancini, Carlo Mannino, Paolo Ofria, Gianpaolo Oriolo, Andrea Pacifici, Veronica Piccialli
Optimal design of a regional railway service in Italy. J. Rail Transp. Plan. Manag. 7 (4) (2017)
Luca Bravi, Veronica Piccialli, Marco Sciandrone
An Optimization-Based Method for Feature Ranking in Nonlinear Regression Problems. IEEE Trans. Neural Networks Learn. Syst. 28 (4) (2017)
Chiara Liti, Luigi Bianchi, Veronica Piccialli, Matteo Cosmi
Can Feature Selection be used to Detect Physiological Components in P300 based BCI for amyotrophic lateral Sclerosis patients? GBCIC (2017)
Valeria Cardellini, Vittoria De Nitto Persone, Valerio Di Valerio, Francisco Facchinei, Vincenzo Grassi, Francesco Lo Presti, Veronica Piccialli
A game-theoretic approach to computation offloading in mobile cloud computing. Math. Program. 157 (2) (2016)
Giampaolo Liuzzi, Stefano Lucidi, Veronica Piccialli
Exploiting derivative-free local searches in DIRECT-type algorithms for global optimization. Comput. Optim. Appl. 65 (2) (2016)
Lucio Bianco, Massimiliano Caramia, Stefano Giordani, Veronica Piccialli
A Game-Theoretic Approach for Regulating Hazmat Transportation. Transp. Sci. 50 (2) (2016)
Gianni Di Pillo, Giampaolo Liuzzi, Stefano Lucidi, Veronica Piccialli, Francesco Rinaldi
A DIRECT-type approach for derivative-free constrained global optimization. Comput. Optim. Appl. 65 (2) (2016)
Luigi Grippo, Laura Palagi, Mauro Piacentini, Veronica Piccialli, Giovanni Rinaldi
SpeeDP: an algorithm to compute SDP bounds for very large Max-Cut instances. Math. Program. 136 (2) (2012)
Luigi Grippo, Laura Palagi, Veronica Piccialli
An unconstrained minimization method for solving low-rank SDP relaxations of the maxcut problem. Math. Program. 126 (1) (2011)
Daniela di Serafino, Giampaolo Liuzzi, Veronica Piccialli, Filippo Riccio, Gerardo Toraldo
A Modified DIviding RECTangles Algorithm for a Problem in Astrophysics. J. Optim. Theory Appl. 151 (1) (2011)
Francisco Facchinei, Veronica Piccialli, Marco Sciandrone
Decomposition algorithms for generalized potential games. Comput. Optim. Appl. 50 (2) (2011)
Giampaolo Liuzzi, Stefano Lucidi, Veronica Piccialli
A DIRECT-based approach exploiting local minimizations for the solution of large-scale global optimization problems. Comput. Optim. Appl. 45 (2) (2010)
Giampaolo Liuzzi, Stefano Lucidi, Veronica Piccialli
A partition-based global optimization algorithm. J. Glob. Optim. 48 (1) (2010)
Francisco Facchinei, Andreas Fischer, Veronica Piccialli
Generalized Nash equilibrium problems and Newton methods. Math. Program. 117 (1-2) (2009)
Luigi Grippo, Laura Palagi, Veronica Piccialli
Necessary and sufficient global optimality conditions for NLP reformulations of linear SDP problems. J. Glob. Optim. 44 (3) (2009)
Francisco Facchinei, Andreas Fischer, Veronica Piccialli
On generalized Nash games and variational inequalities. Oper. Res. Lett. 35 (2) (2007)
Giampaolo Liuzzi, Stefano Lucidi, Veronica Piccialli, Marco Villani
Design of induction motors using a mixed-variable approach. Comput. Manag. Sci. 2 (3) (2005)
Stefano Lucidi, Veronica Piccialli, Marco Sciandrone
An Algorithm Model for Mixed Variable Programming. SIAM J. Optim. 15 (4) (2005)
Stefano Lucidi, Veronica Piccialli
A derivative-based algorithm for a particular class of mixed variable optimization problems. Optim. Methods Softw. 19 (3-4) (2004)
Giampaolo Liuzzi, Stefano Lucidi, Veronica Piccialli, Antonello Sotgiu
A magnetic resonance device designed via global optimization techniques. Math. Program. 101 (2) (2004)
Stefano Lucidi, Veronica Piccialli
New Classes of Globally Convexized Filled Functions for Global Optimization. J. Glob. Optim. 24 (2) (2002)