Silvestri, Mattia; Lombardi, Michele; Milano, Michela Injecting domain knowledge in neural networks: a controlled experiment on a constrained problem. (English) Zbl 07493634 Stuckey, Peter J. (ed.), Integration of constraint programming, artificial intelligence, and operations research. 18th international conference, CPAIOR 2021, Vienna, Austria, July 5–8, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12735, 266-282 (2021). MSC: 68T20 90C27 PDFBibTeX XMLCite \textit{M. Silvestri} et al., Lect. Notes Comput. Sci. 12735, 266--282 (2021; Zbl 07493634) Full Text: DOI arXiv
De Filippo, Allegra; Lombardi, Michele; Milano, Michela Integrated offline and online decision making under uncertainty. (English) Zbl 1497.68452 J. Artif. Intell. Res. (JAIR) 70, 77-117 (2021). MSC: 68T20 68T37 90C59 PDFBibTeX XMLCite \textit{A. De Filippo} et al., J. Artif. Intell. Res. (JAIR) 70, 77--117 (2021; Zbl 1497.68452) Full Text: DOI
Galassi, Andrea; Lombardi, Michele; Mello, Paola; Milano, Michela Model agnostic solution of CSPs via deep learning: a preliminary study. (English) Zbl 1508.68329 van Hoeve, Willem-Jan (ed.), Integration of constraint programming, artificial intelligence, and operations research. 15th international conference, CPAIOR 2018, Delft, The Netherlands, June 26–29, 2018. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 10848, 254-262 (2018). MSC: 68T20 68T07 90C27 PDFBibTeX XMLCite \textit{A. Galassi} et al., Lect. Notes Comput. Sci. 10848, 254--262 (2018; Zbl 1508.68329) Full Text: DOI
Bonfietti, Alessio; Lombardi, Michele; Milano, Michela Embedding decision trees and random forests in constraint programming. (English) Zbl 1459.68189 Michel, Laurent (ed.), Integration of AI and OR techniques in constraint programming. 12th international conference, CPAIOR 2015, Barcelona, Spain, May 18–22, 2015. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 9075, 74-90 (2015). MSC: 68T20 68T05 90C27 90C59 PDFBibTeX XMLCite \textit{A. Bonfietti} et al., Lect. Notes Comput. Sci. 9075, 74--90 (2015; Zbl 1459.68189) Full Text: DOI
Benini, Luca; Lombardi, Michele; Mantovani, Marco; Milano, Michela; Ruggiero, Martino Multi-stage Benders decomposition for optimizing multicore architectures. (English) Zbl 1142.68506 Perron, Laurent (ed.) et al., Integration of AI and OR techniques in constraint programming for combinatorial optimization problems. 5th international conference, CPAIOR 2008 Paris, France, May 20–23, 2008. Proceedings. Berlin: Springer (ISBN 978-3-540-68154-0/pbk). Lecture Notes in Computer Science 5015, 36-50 (2008). MSC: 68T20 68M07 68M20 PDFBibTeX XMLCite \textit{L. Benini} et al., Lect. Notes Comput. Sci. 5015, 36--50 (2008; Zbl 1142.68506) Full Text: DOI
Kiziltan, Zeynep; Lodi, Andrea; Milano, Michela; Parisini, Fabio CP-based local branching. (English) Zbl 1145.68520 Bessière, Christian (ed.), Principles and practice of constraint programming – CP 2007. 13th international conference, CP 2007, Providence, RI, USA, September 23–27, 2007. Proceedings. Berlin: Springer (ISBN 978-3-540-74969-1/pbk). Lecture Notes in Computer Science 4741, 847-855 (2007). MSC: 68T20 PDFBibTeX XMLCite \textit{Z. Kiziltan} et al., Lect. Notes Comput. Sci. 4741, 847--855 (2007; Zbl 1145.68520) Full Text: DOI
Lombardi, Michele; Milano, Michela Scheduling conditional task graphs. (English) Zbl 1145.68524 Bessière, Christian (ed.), Principles and practice of constraint programming – CP 2007. 13th international conference, CP 2007, Providence, RI, USA, September 23–27, 2007. Proceedings. Berlin: Springer (ISBN 978-3-540-74969-1/pbk). Lecture Notes in Computer Science 4741, 468-482 (2007). MSC: 68T20 PDFBibTeX XMLCite \textit{M. Lombardi} and \textit{M. Milano}, Lect. Notes Comput. Sci. 4741, 468--482 (2007; Zbl 1145.68524) Full Text: DOI
Zanarini, Alessandro; Milano, Michela; Pesant, Gilles Improved algorithm for the soft global cardinality constraint. (English) Zbl 1177.68197 Beck, J. Christopher (ed.) et al., Integration of AI and OR techniques in constraint programming for combinatorial optimization problems. Third international conference, CPAIOR 2006, Cork, Ireland, May 31 – June 2, 2006. Proceedings. Berlin: Springer (ISBN 3-540-34306-7/pbk). Lecture Notes in Computer Science 3990, 288-299 (2006). MSC: 68T20 68Q25 68R10 PDFBibTeX XMLCite \textit{A. Zanarini} et al., Lect. Notes Comput. Sci. 3990, 288--299 (2006; Zbl 1177.68197) Full Text: DOI
Benini, Luca; Bertozzi, Davide; Guerri, Alessio; Milano, Michela Allocation and scheduling for MPSoCs via decomposition and no-good generation. (English) Zbl 1153.68448 van Beek, Peter (ed.), Principles and practice of constraint programming – CP 2005. 11th international conference, CP 2005, Sitges, Spain, October 1–5, 2005. Proceedings. Berlin: Springer (ISBN 978-3-540-29238-8/pbk). Lecture Notes in Computer Science 3709, 107-121 (2005). MSC: 68T20 68M20 PDFBibTeX XMLCite \textit{L. Benini} et al., Lect. Notes Comput. Sci. 3709, 107--121 (2005; Zbl 1153.68448) Full Text: DOI
Gebruers, Cormac; Guerri, Alessio; Hnich, Brahim; Milano, Michela Making choices using structure at the instance level within a case based reasoning framework. (English) Zbl 1094.68642 Régin, Jean-Charles (ed.) et al., Integration of AI and OR techniques in constraint programming for combinatorial optimization problems. First international conference, CPAIOR 2004, Nice, France, April 20–22, 2004. Proceedings. Berlin: Springer (ISBN 3-540-21836-X/pbk). Lecture Notes in Computer Science 3011, 380-386 (2004). MSC: 68T20 90C27 PDFBibTeX XMLCite \textit{C. Gebruers} et al., Lect. Notes Comput. Sci. 3011, 380--386 (2004; Zbl 1094.68642) Full Text: DOI
Gavanelli, Marco; Lamma, Evelina; Mello, Paola; Milano, Michela Exploiting constraints for domain managing in CLP(FD). (English) Zbl 1057.68685 Armando, Alessandro (ed.), Frontiers of combining systems. 4th international workshop, FroCos 2002, Santa Margherita Ligure, Italy, April 8–10, 2002. Proceedings. Berlin: Springer (ISBN 3-540-43381-3). Lect. Notes Comput. Sci. 2309, 177-191 (2002). MSC: 68T20 68N17 68Q55 PDFBibTeX XMLCite \textit{M. Gavanelli} et al., Lect. Notes Comput. Sci. 2309, 177--191 (2002; Zbl 1057.68685) Full Text: Link
Focacci, Filippo; Lodi, Andrea; Milano, Michela Embedding relaxations in global constraints for solving TSP and TSPTW. (English) Zbl 1002.68159 Ann. Math. Artif. Intell. 34, No. 4, 291-311 (2002). MSC: 68T20 PDFBibTeX XMLCite \textit{F. Focacci} et al., Ann. Math. Artif. Intell. 34, No. 4, 291--311 (2002; Zbl 1002.68159) Full Text: DOI
Focacci, Filippo; Milano, Michaela Global cut framework for removing symmetries. (English) Zbl 1067.68633 Walsh, Toby (ed.), Principles and practice of constraint programming - CP 2001. 7th international conference, Paphos, Cyprus, November 26 – December 1, 2001. Proceedings. Berlin: Springer (ISBN 3-540-42863-1). Lect. Notes Comput. Sci. 2239, 77-92 (2001). MSC: 68T20 PDFBibTeX XMLCite \textit{F. Focacci} and \textit{M. Milano}, Lect. Notes Comput. Sci. 2239, 77--92 (2001; Zbl 1067.68633) Full Text: Link
Mello, Paola; Milano, Michela; Gavanelli, Marco; Lamma, Evelina; Piccardi, Massimo; Cucchiara, Rita From eager or lazy constrained data acquisition: A general framework. (English) Zbl 1007.68167 New Generation Comput. 19, No. 4, 339-367 (2001). MSC: 68T20 PDFBibTeX XMLCite \textit{P. Mello} et al., New Generation Comput. 19, No. 4, 339--367 (2001; Zbl 1007.68167) Full Text: DOI
Focacci, Filippo; Lodi, Andrea; Milano, Michela Cutting planes in constraint programming: An hybrid approach. (English) Zbl 1044.68758 Dechter, Rina (ed.), Principles and practice of constraint programming - CP 2000. 6th international conference, Singapore, September 18–21, 2000. Proceedings. Berlin: Springer (ISBN 3-540-41053-8). Lect. Notes Comput. Sci. 1894, 187-201 (2000). MSC: 68T20 90C35 PDFBibTeX XMLCite \textit{F. Focacci} et al., Lect. Notes Comput. Sci. 1894, 187--201 (2000; Zbl 1044.68758) Full Text: Link