Antonio Maria Sudoso

19 papers Journal 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Semidefinite Programming-Based Branch-and-Cut Algorithm for Biclustering. INFORMS J. Comput. Antonio Maria Sudoso
2025	J	`jnl`	Exact and Heuristic Algorithms for Constrained Biclustering. CoRR Antonio Maria Sudoso
2025	J	`jnl`	Fix and bound: an efficient approach for solving large-scale quadratic programming problems with box constraints. Math. Program. Comput. Marco Locatelli, Veronica Piccialli, Antonio Maria Sudoso
2025	J	`jnl`	Global optimization for cardinality-constrained minimum sum-of-squares clustering via semidefinite programming. Math. Program. Veronica Piccialli, Antonio Maria Sudoso
2025	J	`jnl`	Strong bounds for large-scale Minimum Sum-of-Squares Clustering. CoRR Anna Livia Croella, Veronica Piccialli, Antonio Maria Sudoso
2024	J	`jnl`	A column generation algorithm with dynamic constraint aggregation for minimum sum-of-squares clustering. CoRR Antonio Maria Sudoso, Daniel Aloise
2024	J	`jnl`	An SDP-based Branch-and-Cut Algorithm for Biclustering. CoRR Antonio Maria Sudoso
2023	J	`jnl`	Multi-task learning of convex combinations of forecasting models. CoRR Giovanni Felici, Antonio Maria Sudoso
2023	J	`jnl`	Optimization meets Machine Learning: An Exact Algorithm for Semi-Supervised Support Vector Machines. CoRR Veronica Piccialli, Jan Schwiddessen, Antonio Maria Sudoso
2023	J	`jnl`	Predicting municipalities in financial distress: a machine learning approach enhanced by domain expertise. CoRR Dario Piermarini, Antonio Maria Sudoso, Veronica Piccialli
2022	J	`jnl`	An exact algorithm for semi-supervised minimum sum-of-squares clustering. Comput. Oper. Res. Veronica Piccialli, Anna Russo Russo, Antonio Maria Sudoso
2022	J	`jnl`	Global Optimization for Cardinality-constrained Minimum Sum-of-Squares Clustering via Semidefinite Programming. CoRR Veronica Piccialli, Antonio Maria Sudoso
2022	J	`jnl`	Mixed-Integer Nonlinear Programming for State-Based Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid Marco Balletti, Veronica Piccialli, Antonio Maria Sudoso
2022	J	`jnl`	SOS-SDP: An Exact Solver for Minimum Sum-of-Squares Clustering. INFORMS J. Comput. Veronica Piccialli, Antonio Maria Sudoso, Angelika Wiegele
2021	J	`jnl`	A machine learning approach for forecasting hierarchical time series. Expert Syst. Appl. Paolo Mancuso, Veronica Piccialli, Antonio Maria Sudoso
2021	J	`jnl`	An Exact Algorithm for Semi-supervised Minimum Sum-of-Squares Clustering. CoRR Veronica Piccialli, Anna Russo Russo, Antonio Maria Sudoso
2021	J	`jnl`	Mixed-Integer Nonlinear Programming for State-based Non-Intrusive Load Monitoring. CoRR Marco Balletti, Veronica Piccialli, Antonio Maria Sudoso
2020	J	`jnl`	A machine learning approach for forecasting hierarchical time series. CoRR Paolo Mancuso, Veronica Piccialli, Antonio Maria Sudoso
2019	J	`jnl`	Non-Intrusive Load Monitoring with an Attention-based Deep Neural Network. CoRR Antonio Maria Sudoso, Veronica Piccialli