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Antonio M. Sudoso

Improving Non-Intrusive Load Disaggregation through an Attention-Based Deep Neural Network
· Veronica Piccialli, Antonio M. Sudoso · RePEc: Research Papers in Economics · 83
A machine learning approach for forecasting hierarchical time series
2021 · Paolo Mancuso, Veronica Piccialli, et al. · Expert Systems with Applications · 74
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Mixed-Integer Nonlinear Programming for State-Based Non-Intrusive Load Monitoring
2022 · Marco Balletti, Veronica Piccialli, et al. · IEEE Transactions on Smart Grid · 41
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SOS-SDP: An Exact Solver for Minimum Sum-of-Squares Clustering
2022 · Veronica Piccialli, Antonio M. Sudoso, et al. · INFORMS journal on computing · 39
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An exact algorithm for semi-supervised minimum sum-of-squares clustering
2022 · Veronica Piccialli, Anna Russo Russo, et al. · Computers & Operations Research · 17
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Non-Intrusive Load Monitoring with an Attention-based Deep Neural Network.
2019 · Antonio M. Sudoso, Veronica Piccialli · arXiv (Cornell University) · 9
Optimization meets machine learning: an exact algorithm for semi-supervised support vector machines
2024 · Veronica Piccialli, Jan Schwiddessen, et al. · Mathematical Programming · 8
Global optimization for cardinality-constrained minimum sum-of-squares clustering via semidefinite programming
2023 · Veronica Piccialli, Antonio M. Sudoso · Mathematical Programming · 7
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A Column Generation Algorithm with Dynamic Constraint Aggregation for Minimum Sum-of-Squares Clustering
2025 · Antonio M. Sudoso, Daniel Aloise · INFORMS journal on computing · 2
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Predicting municipalities in financial distress: a machine learning approach enhanced by domain expertise
2023 · Piermarini, Dario, Sudoso, Antonio M., et al. · arXiv (Cornell University) · 2
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Optimizing accuracy and diversity: a multi-task approach to forecast combinations
2026 · Giovanni Felici, Antonio M. Sudoso · Annals of Operations Research · 1
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Fix and bound: an efficient approach for solving large-scale quadratic programming problems with box constraints
2024 · Marco Locatelli, Veronica Piccialli, et al. · Mathematical Programming Computation · 1
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Global Optimization of Mixed-Integer Bound-Constrained Quadratic Fractional Problems
2026 · Locatelli, Marco, Piccialli, Veronica, et al. · arXiv (Cornell University)
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Strong bounds for large-scale Minimum Sum-of-Squares Clustering
2026 · Anna Livia Croella, Veronica Piccialli, et al. · European Journal of Operational Research
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A scoping review on aging and cardiovascular diseases - Molecular mediators and artificial intelligence-based advanced diagnostic methods
2026 · Antonio M. Sudoso, Lorenzo Ciarpaglini, et al. · International Journal of Cardiology
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Beyond binarity: Semidefinite programming for ternary quadratic problems
2026 · de Meijer, Frank, Piccialli, Veronica, et al. · arXiv (Cornell University)
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Exact and heuristic algorithms for constrained biclustering
2026 · Antonio M. Sudoso · Computational Optimization and Applications
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Code and Data Repository for A column generation algorithm with dynamic constraint aggregation for minimum sum-of-squares clustering
2025 · Antonio M. Sudoso, Daniel Aloise · INFORMS journal on computing
Optimal Placement of Nature-Based Solutions for Urban Challenges
2025 · Pinto, Diego Maria, Russo, Davide Donato, et al. · arXiv (Cornell University)
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A Semidefinite Programming-Based Branch-and-Cut Algorithm for Biclustering
2024 · Antonio M. Sudoso · INFORMS journal on computing
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Code and Data Repository for A Semidefinite Programming-Based Branch-and-Cut Algorithm for Biclustering
2024 · Antonio M. Sudoso · INFORMS journal on computing
Code and Data Repository for SOS-SDP: an Exact Solver for Minimum Sum-of-Squares Clustering
2022 · Veronica Piccialli, Antonio M. Sudoso, et al. · INFORMS journal on computing
Works count: 23
Citation count: 284
H-index: 7
I10-index: 5
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