Laura PALAGI

Full professor


email: laura.palagi@uniroma1.it
phone: 0677274081
building: DIAG Via Ariosto 25
room: A118

Laura Palagi (female) obtained her master degrere in Electronic engineering in 1990. Since 2005 she is a Associate professor in Operations Rsearch at Sapienza University of Rome. Her research focuses on algorithms for nonlinear continuous optimization problems, with focus on those arising in training machine learning (Deep Network and Support Vector Machines), and on mixed integer nonlinear problems.
She authored more than 30 paper on international journals. She has several international collaborations and she is memebr of the Managing board of EUROPT – the EURO working group on Continuous Optimization.

Research products

11573/1657211 - 2024 - Margin Optimal Classification Trees
D’Onofrio, Federico; Grani, Giorgio; Monaci, Marta; Palagi, Laura - 01a Articolo in rivista
paper: COMPUTERS & OPERATIONS RESEARCH (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. - - issn: 0305-0548 - wos: WOS:001097562000001 (4) - scopus: 2-s2.0-85175167637 (4)

11573/1669860 - 2024 - Unboxing Tree ensembles for interpretability: A hierarchical visualization tool and a multivariate optimal re-built tree
Di Teodoro, Giulia; Monaci, Marta; Palagi, Laura - 01a Articolo in rivista
paper: EURO JOURNAL ON COMPUTATIONAL OPTIMIZATION (Heidelberg: Springer) pp. - - issn: 2192-4406 - wos: WOS:001166643700001 (0) - scopus: 2-s2.0-85182604515 (0)

11573/1697819 - 2024 - Incorporating temporal dynamics of mutations to enhance the prediction capability of antiretroviral therapy's outcome for HIV-1
Di Teodoro, Giulia; Pirkl, Martin; Incardona, Francesca; Vicenti, Ilaria; Sönnerborg, Anders; Kaiser, Rolf; Palagi, Laura; Zazzi, Maurizio; Lengauer, Thomas - 01a Articolo in rivista
paper: BIOINFORMATICS ([Oxford] : Oxford University Press) pp. - - issn: 1367-4811 - wos: (0) - scopus: (0)

11573/1601303 - 2023 - A compact formulation for the base station deployment problem in wireless networks
Avella, Pasquale; Calamita, Alice; Palagi, Laura - 01a Articolo in rivista
paper: NETWORKS ([New York, NY] : John Wiley & Sons, Inc.) pp. 52-67 - issn: 1097-0037 - wos: WOS:000963698900001 (1) - scopus: 2-s2.0-85151487820 (1)

11573/1688918 - 2023 - Deep Neural Network Regression to Assist Non-Invasive Diagnosis of Portal Hypertension
Baldisseri, Federico; Wrona, Andrea; Menegatti, Danilo; Pietrabissa, Antonio; Battilotti, Stefano; Califano, Claudia; Cristofaro, Andrea; Di Giamberardino, Paolo; Facchinei, Francisco; Palagi, Laura; Giuseppi, Alessandro; Delli Priscoli, Francesco - 01a Articolo in rivista
paper: HEALTHCARE (Basel : MDPI) pp. - - issn: 2227-9032 - wos: WOS:001071974300001 (0) - scopus: 2-s2.0-85172258609 (0)

11573/1697727 - 2023 - CMA Light: a novel Minibatch Algorithm for large-scale non convex finite sum optimization
Coppola, Corrado; Liuzzi, Giampaolo; Palagi, Laura - 13a Altro ministeriale

11573/1675899 - 2023 - Optimization-based approaches for learning Optimal Classification Trees
D'onofrio, Federico; Monaci, Marta; Palagi, Laura - 01a Articolo in rivista
paper: IFORS NEWS (Manila: International Federation of Operational Research Societies) pp. 5-7 - issn: 2223-4373 - wos: (0) - scopus: (0)

11573/1676841 - 2023 - A machine-learning based bio-psycho-social model for the prediction of non-obstructive and obstructive coronary artery disease
Raparelli, Valeria; Romiti, Giulio Francesco; Di Teodoro, Giulia; Seccia, Ruggiero; Tanzilli, Gaetano; Viceconte, Nicola; Marrapodi, Ramona; Flego, Davide; Corica, Bernadette; Cangemi, Roberto; Pilote, Louise; Basili, Stefania; Proietti, Marco; Palagi, Laura; Stefanini, Lucia - 01a Articolo in rivista
paper: CLINICAL RESEARCH IN CARDIOLOGY (Heidelberg, Darmstadt: Springer Medizin) pp. 1263-1277 - issn: 1861-0684 - wos: WOS:000962357500001 (2) - scopus: 2-s2.0-85168781941 (3)

11573/1691701 - 2023 - The use of machine learning for inferencing the effectiveness of a rehabilitation program for orthopedic and neurological patients
Santilli, Valter; Mangone, Massimiliano; Diko, Anxhelo; Alviti, Federica; Bernetti, Andrea; Agostini, Francesco; Palagi, Laura; Servidio, Marila; Paoloni, Marco; Goffredo, Michela; Infarinato, Francesco; Pournajaf, Sanaz; Franceschini, Marco; Fini, Massimo; Damiani, Carlo - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (Basel: MDPI 2003-) pp. 1-16 - issn: 1660-4601 - wos: (0) - scopus: 2-s2.0-85153939862 (5)

11573/1670122 - 2022 - Computational issues in Optimization for Deep networks
Coppola, Corrado; Papa, Lorenzo; Boresta, Marco; Amerini, Irene; Palagi, Laura - 13a Altro ministeriale

11573/1601274 - 2022 - Multi-criteria optimization scheduling of surgical units: a case study at AOU-Policlinico Umberto I
Croella, Anna Livia; Tronci, Edoardo Maria; Petitti, Federico; Nastasi, Alberto; Palagi, Laura; Romano, Ferdinando - 13a Altro ministeriale

11573/1654476 - 2022 - Solving the vehicle routing problem with deep reinforcement learning
Foa', Simone; Coppola, Corrado; Grani, Giorgio; Palagi, Laura - 13a Altro ministeriale

11573/1623323 - 2022 - O.Si.Si: Optimal SIzing and SIting of stationary storage systems in railway electrical lines using a blackbox integer model
Lamedica, Regina; Ruvio, Alessandro; Tanzi, Enrico; Palagi, Laura - 01a Articolo in rivista
paper: JOURNAL OF ENERGY STORAGE (Oxford: Elsevier Ltd.) pp. 1-12 - issn: 2352-152X - wos: WOS:000780337000004 (3) - scopus: 2-s2.0-85125663255 (5)

11573/1488798 - 2021 - An integer black-box optimization model for repairable spare parts management
Bernabei, Giuseppe; Costantino, Francesco; Palagi, Laura; Patriarca, Riccardo; Romito, Francesco - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND SUPPLY CHAIN MANAGEMENT (Hershey, PA : IGI Global) pp. 46-68 - issn: 1935-5726 - wos: WOS:000631803300003 (0) - scopus: 2-s2.0-85103596475 (0)

11573/1601700 - 2021 - Supervised and unsupervised learning to classify scoliosis and healthy subjects based on non-invasive rasterstereography analysis
Colombo, T.; Mangone, M.; Agostini, F.; Bernetti, A.; Paoloni, M.; Santilli, V.; Palagi, L. - 01a Articolo in rivista
paper: PLOS ONE (San Francisco, CA : Public Library of Science) pp. 1-24 - issn: 1932-6203 - wos: WOS:000755252200048 (4) - scopus: 2-s2.0-85122042924 (5)

11573/1565049 - 2021 - Heuristics for the Traveling Salesperson Problem based on Reinforcement Learning
Coppola, Corrado; Grani, Giorgio; Monaci, Marta; Palagi, Laura - 13a Altro ministeriale

11573/1513147 - 2021 - On the convergence of a Block-Coordinate Incremental Gradient method
Palagi, Laura; Seccia, Ruggiero - 01a Articolo in rivista
paper: SOFT COMPUTING (Heidelberg ; Berlin : Springer) pp. 1-12 - issn: 1432-7643 - wos: WOS:000626095600002 (0) - scopus: 2-s2.0-85102211226 (0)

11573/1584943 - 2021 - Moses: A new approach to integrate interactome topology and functional features for disease gene prediction
Petti, M.; Farina, L.; Francone, F.; Lucidi, S.; Macali, Amalia; Palagi, L.; De Santis, M. - 01a Articolo in rivista
paper: GENES (Basel : Molecular Diversity Preservation International) pp. 1-16 - issn: 2073-4425 - wos: WOS:000727290900001 (4) - scopus: 2-s2.0-85118496644 (5)

11573/1644111 - 2021 - A machine-learning-based bio-psycho-social model for the prediction of non-obstructive and obstructive coronary artery disease
Raparelli, V; Proietti, M; Romiti, G. F.; Seccia, R; Di Teodoro, G.; Tanzilli, G; Marrapodi, R; Flego, D; Corica, B; Cangemi, R; Palagi, L; Basili, S; Stefanini, L - 01h Abstract in rivista
paper: EUROPEAN HEART JOURNAL (Oxford : Oxford University Press United Kingdom: Harcourt Publishers Limitedinternational.com, Fax: 011 44 20 83085876) pp. 3064-3064 - issn: 0195-668X - wos: WOS:000720456903365 (0) - scopus: (0)

11573/1492440 - 2021 - Machine learning use for prognostic purposes in multiple sclerosis
Seccia, Ruggiero; Romano, Silvia; Salvetti, Marco; Crisanti, Andrea; Palagi, Laura; Grassi, Francesca - 01a Articolo in rivista
paper: LIFE (Basel: MDPI) pp. - - issn: 2075-1729 - wos: WOS:000622720800001 (13) - scopus: 2-s2.0-85101021093 (21)

11573/1345013 - 2020 - Branching with hyperplanes in the criterion space: The frontier partitioner algorithm for biobjective integer programming
De Santis, M.; Grani, G.; Palagi, L. - 01a Articolo in rivista
paper: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 57-69 - issn: 0377-2217 - wos: WOS:000510524300005 (9) - scopus: 2-s2.0-85075536436 (10)

11573/1551416 - 2020 - Optimal siting and sizing of wayside energy storage systems in a D.C. railway line
Lamedica, R.; Ruvio, A.; Palagi, L.; Mortelliti, N. - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. 1-22 - issn: 1996-1073 - wos: WOS:000597118700001 (16) - scopus: 2-s2.0-85104779115 (18)

11573/1379126 - 2020 - Block layer decomposition schemes for training deep neural networks
Palagi, L.; Seccia, R. - 01a Articolo in rivista
paper: JOURNAL OF GLOBAL OPTIMIZATION (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. 97-124 - issn: 0925-5001 - wos: WOS:000529229900006 (2) - scopus: 2-s2.0-85075232350 (5)

11573/1385217 - 2020 - Considering patient clinical history impacts performance of machine learning models in predicting course of multiple sclerosis
Seccia, R.; Gammelli, D.; Dominici, F.; Romano, S.; Landi, A. C.; Salvetti, M.; Tacchella, A.; Zaccaria, A.; Crisanti, A.; Grassi, F.; Palagi, L. - 01a Articolo in rivista
paper: PLOS ONE (San Francisco, CA : Public Library of Science) pp. - - issn: 1932-6203 - wos: WOS:000535303100021 (23) - scopus: 2-s2.0-85082116501 (30)

11573/1375328 - 2020 - Data of patients undergoing rehabilitation programs
Seccia, Ruggiero; Boresta, Marco; Fusco, Federico; Tronci, Edoardo; Di Gemma, Emanuele; Palagi, Laura; Mangone, Massimiliano; Agostini, Francesco; Bernetti, Andrea; Santilli, Valter; Damiani, Carlo; Goffredo, Michela; Franceschini, Marco - 01a Articolo in rivista
paper: DATA IN BRIEF (New York : Elsevier Inc.) pp. - - issn: 2352-3409 - wos: WOS:000541974300001 (34) - scopus: 2-s2.0-85082623637 (36)

11573/1290880 - 2019 - Profit optimization in one-way free float car sharing services: a user based relocation strategy relying on price differentiation and urban area values
Avenali, Alessandro; Chianese, Yuri Maria; Ciucciarelli, Graziano; Grani, Giorgio; Palagi, Laura - 13a Altro ministeriale

11573/1336672 - 2019 - SWLDA offers a valuable trade-off between interpretability and accuracy for rehabilitative BCIs
Colamarino, Emma; Colombo, Tommaso; Pichiorri, Floriana; Mattia, Donatella; Palagi, Laura; Cincotti, Febo - 04b Atto di convegno in volume
conference: 8th Graz Brain-Computer Interface Conference 2019 (Graz; Austria)
book: Proceedings of the 8th Graz Brain-Computer Interface Conference 2019 - Bridging Science and Application - (978-3-85125-682-6)

11573/1290884 - 2019 - Branching with hyperplanes in the criterion space: the frontier partitioner algorithm for biobjective integer programming
De Santis, Marianna; Grani, Giorgio; Palagi, Laura - 02a Capitolo o Articolo
book: Technical Report n. 3, 2019 - ()

11573/1290868 - 2019 - The sales based integer program for post-departure analysis in airline revenue management: model and solution
Grani, Giorgio; Leo, Ginamaria; Palagi, Laura; Piacentini, Mauro; Toyoglu, Hunkar - 13a Altro ministeriale

11573/1290087 - 2019 - Case—Production and Distribution Optimization of Beach Equipment for the Marinero Company
Manno, Andrea; Palagi, Laura; Sagratella, Simone - 01a Articolo in rivista
paper: TRANSACTIONS ON EDUCATION (Linthicum MD: INFORMS, 2000-) pp. 155-159 - issn: 1532-0545 - wos: (0) - scopus: 2-s2.0-85068907687 (2)

11573/1071194 - 2019 - Case Article—Production and Distribution Optimization of Beach Equipment for the Marinero Company
Manno, Andrea; Sagratella, Simone; Palagi, Laura - 01a Articolo in rivista
paper: TRANSACTIONS ON EDUCATION (Linthicum MD: INFORMS, 2000-) pp. 152-154 - issn: 1532-0545 - wos: (0) - scopus: 2-s2.0-85068922391 (0)

11573/1180428 - 2019 - Global optimization issues in deep network regression: an overview
Palagi, Laura - 01a Articolo in rivista
paper: JOURNAL OF GLOBAL OPTIMIZATION (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. 239-277 - issn: 0925-5001 - wos: WOS:000457860400001 (8) - scopus: 2-s2.0-85053457125 (12)

11573/1168576 - 2019 - Machine Learning for the prediction of the dynamic behavior of a small scale ORC system
Palagi, Laura; Pesyridis, Apostolos; Sciubba, Enrico; Tocci, Lorenzo - 01a Articolo in rivista
paper: ENERGY (-Oxford: Elsevier Science Limited -Oxford; New York: Pergamon Press) pp. 72-82 - issn: 0360-5442 - wos: WOS:000455694300006 (32) - scopus: 2-s2.0-85055042956 (41)

11573/1290622 - 2019 - A neural network approach to the combined multi-objective optimization of the thermodynamic cycle and the radial inflow turbine for Organic Rankine cycle applications
Palagi, Laura; Sciubba, Enrico; Tocci, Lorenzo - 01a Articolo in rivista
paper: APPLIED ENERGY (Oxford, United Kingdom: Elsevier Applied Science -London: Applied Science Publishers, 1975-.) pp. 210-226 - issn: 0306-2619 - wos: WOS:000459845100019 (31) - scopus: 2-s2.0-85059569749 (38)

11573/1291201 - 2019 - ONLINE BLOCK LAYER DECOMPOSITION SCHEMES FOR TRAINING DEEP NEURAL NETWORKS
Palagi, Laura; Seccia, Ruggiero - 13a Altro ministeriale

11573/1211492 - 2018 - A MILP methodology to optimize sizing of PV - Wind renewable energy systems
Lamedica, Regina; Santini, Ezio; Ruvio, Alessandro; Palagi, Laura; Rossetta, Irene - 01a Articolo in rivista
paper: ENERGY (-Oxford: Elsevier Science Limited -Oxford; New York: Pergamon Press) pp. 385-398 - issn: 0360-5442 - wos: WOS:000455171600032 (58) - scopus: 2-s2.0-85056002010 (66)

11573/1071021 - 2018 - Parallel decomposition methods for linearly constrained problems subject to simple bound with application to the SVMs training
Manno, Andrea; Palagi, Laura; Sagratella, Simone - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 115-145 - issn: 0926-6003 - wos: WOS:000441112600006 (7) - scopus: 2-s2.0-85045073578 (10)

11573/1071044 - 2017 - One-Way Free Floating Car-Sharing: Applying Vehicle-Generated Data to Assess the Market Demand Potential of Urban Zones
Chianese, Yuri Maria; Avenali, A.; Gambuti, R.; Palagi, L. - 04b Atto di convegno in volume
conference: 41st IEEE Annual Computer Software and Applications Conference Workshops, COMPSAC 2017 (Torino; Italia)
book: 2017 IEEE 41st Annual Computer Software and Applications Conference (COMPSAC 2017) - (978-153860367-3; 978-1-5386-0368-0)

11573/1071056 - 2017 - A heuristic method to solve the Sales Based Integer Program for Airlines Network Revenue Management
Grani, Giorgio; Gianmaria, Leo; Palagi, Laura; Mauro, Piacentini; Hunkar, Toyoglu - 13a Altro ministeriale

11573/1071500 - 2017 - Neural networks for small scale ORC optimization
Massimiani, Alessandro; Palagi, Laura; Sciubba, Enrico; Tocci, Lorenzo - 04c Atto di convegno in rivista
paper: ENERGY PROCEDIA (Oxford: Elsevier B.V) pp. 34-41 - issn: 1876-6102 - wos: WOS:000411758800005 (23) - scopus: 2-s2.0-85029756634 (25)
conference: 4th International Seminar on Organic Rankine Cycle (ORC) Power Systems, ORC 2017 (Milano; Italy)

11573/1071074 - 2017 - Global Optimization issues in Supervised Learning An overview
Palagi, Laura - 13a Altro ministeriale

11573/936836 - 2016 - A LP and MILP methodology to support the planning of transmission power systems
Capasso, Alfonso; Cervone, A.; Lamedica, Regina; Palagi, Laura - 01a Articolo in rivista
paper: ELECTRIC POWER SYSTEMS RESEARCH (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 699-707 - issn: 0378-7796 - wos: WOS:000383527300073 (1) - scopus: 2-s2.0-84994376825 (2)

11573/839791 - 2015 - A fast branch-and-bound algorithm for non-convex quadratic integer optimization subject to linear constraints using ellipsoidal relaxations
Buchheim, Christoph; De Santis, Marianna; Palagi, Laura - 01a Articolo in rivista
paper: OPERATIONS RESEARCH LETTERS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 384-388 - issn: 0167-6377 - wos: WOS:000358970700008 (3) - scopus: 2-s2.0-84930202898 (4)

11573/852588 - 2015 - Profiled QoE based network controller
Canale, Silvia; Cimorelli, Federico; Facchinei, Francisco; Gambuti, Raffaele; Palagi, Laura; Suraci, Vincenzo - 04b Atto di convegno in volume
conference: 23rd Mediterranean Conference on Control and Automation, MED 2015 (Torremolinos; Spain)
book: 2015 23rd Mediterranean Conference on Control and Automation (MED) - (9781479999361)

11573/801904 - 2015 - A reinforcement learning approach for QoS/QoE model identification
Canale, Silvia; Delli Priscoli, Francesco; Monaco, Salvatore; Palagi, Laura; Suraci, V. - 04b Atto di convegno in volume
conference: 34th Chinese Control Conference (CCC), 2015 (Hangzhou; China)
book: 2015 34th Chinese Control Conference (CCC) - (978-9-8815-6389-7)

11573/789287 - 2015 - A new deterministic approach for transmission system planning in deregulated electricity markets
Capasso, Alfonso; Cervone, A; Lamedica, Regina; Palagi, Laura - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (Oxford, United Kingdom: Elsevier Science Limited) pp. 1070-1078 - issn: 0142-0615 - wos: WOS:000360771800109 (16) - scopus: 2-s2.0-84937897549 (18)

11573/839790 - 2015 - Using SVM to combine global heuristics for the Standard Quadratic Problem
Dellepiane, Umberto; Palagi, Laura - 01a Articolo in rivista
paper: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 596-605 - issn: 0377-2217 - wos: WOS:000347605100002 (3) - scopus: 2-s2.0-84916608338 (5)

11573/801918 - 2015 - A QoE-aware dynamic bandwidth allocation algorithm based on game theory
Oddi, Guido; Pietrabissa, Antonio; Delli Priscoli, Francesco; Facchinei, Francisco; Palagi, Laura; Lanna, Andrea - 04b Atto di convegno in volume
conference: 23th Mediterranean Conference on Control and Automation (MED), 2015 (Torremolinos (Malaga), Spain)
book: 2015 23rd Mediterranean conference on control and automation (MED 2015). Torremolinos (Malaga), Spain 16-19 June 2015 - (978-1-4799-9936-1; 978-1-4799-9937-8)

11573/1306526 - 2015 - Foreword
Palagi, L.; Schoen, F. - 01m Editorial/Introduzione in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 251-252 - issn: 1055-6788 - wos: WOS:000347686300001 (0) - scopus: 2-s2.0-84920876745 (0)

11573/911564 - 2015 - A distributed bandwidth allocation algorithm for bluetooth wireless networks based on Wardrop equilibrium
Pietrabissa, Antonio; Poli, Cecilia; Oddi, Guido; Palagi, Laura; Suraci, Vincenzo - 04b Atto di convegno in volume
conference: 34th Chinese Control Conference, CCC 2015 (China)
book: 2015 34th Chinese control conference (CCC 2015). Hangzhou, China 28-30 July 2015 - (9789881563897; 978-1-4673-7443-9)

11573/758829 - 2014 - User profile based Quality of Experience
Canale, Silvia; Facchinei, Francisco; Gambuti, Raffaele; Palagi, Laura; Suraci, Vincenzo - 04b Atto di convegno in volume

11573/549477 - 2014 - Modelling the Electrostatic Fluidised Bed (EFB) coating process using Support Vector Machines (SVMs)
Massimiliano, Barletta; Gisario, Annamaria; Palagi, Laura; Luigi, Silvestri - 01a Articolo in rivista
paper: POWDER TECHNOLOGY (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 85-93 - issn: 0032-5910 - wos: WOS:000336110400011 (15) - scopus: 2-s2.0-84896461487 (15)

11573/485268 - 2013 - An exact algorithm for nonconvex quadratic integer minimization using ellipsoidal relaxations
C., Buchheim; De Santis, Marianna; Palagi, Laura; Piacentini, Mauro - 01a Articolo in rivista
paper: SIAM JOURNAL ON OPTIMIZATION (Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999) pp. 1867-1889 - issn: 1052-6234 - wos: WOS:000325094000021 (11) - scopus: 2-s2.0-84886252890 (17)

11573/65522 - 2012 - SpeeDP: an algorithm to compute SDP bounds for very large Max-Cut instances
Grippo, Luigi; Piacentini, Mauro; Palagi, Laura; Piccialli, Veronica; Giovanni, Rinaldi - 01a Articolo in rivista
paper: MATHEMATICAL PROGRAMMING (Springer Verlag Germany:Tiergartenstrasse 17, D 69121 Heidelberg Germany:011 49 6221 3450, EMAIL: g.braun@springer.de, INTERNET: http://www.springer.de, Fax: 011 49 6221 345229) pp. 353-373 - issn: 0025-5610 - wos: WOS:000311675700007 (10) - scopus: 2-s2.0-84870368819 (12)

11573/49540 - 2012 - Unconstrained formulation of standard quadratic optimization problems
Immanuel M., Bomze; Grippo, Luigi; Palagi, Laura - 01a Articolo in rivista
paper: TOP (Sociedad de Estadistica e Investigacion Operativa:Hortaleza 104-2 IZDA, 28004 Madrid Spain:011 34 91 3082474, EMAIL: oficina@seio.es, INTERNET: http://www.seio.es, Fax: 011 34 91 3081238) pp. 35-51 - issn: 1134-5764 - wos: WOS:000302414100007 (3) - scopus: 2-s2.0-84859511372 (6)

11573/485272 - 2012 - A convergent hybrid decomposition algorithm model using second order information for SVM training
Lucidi, Stefano; Palagi, Laura; Risi, A.; Sciandrone, M. - 02a Capitolo o Articolo
book: Recent Advances in Nonlinear Optimization and Equilibrium Problems: A Tribute to Marco D'Apuzzo - (9788854856875)

11573/407154 - 2012 - Computational Approaches to Max-Cut
Palagi, Laura; Piccialli, Veronica; Franz, Rendl; Giovanni, Rinaldi; Angelika, Wiegele - 02a Capitolo o Articolo
book: Handbook on Semidefinite, Conic and Polynomial Optimization - (9781461407683; 9781461407690)

11573/44430 - 2011 - An unconstrained minimization method for solving low-rank SDP relaxations of the maxcut problem
Grippo, Luigi; Palagi, Laura; Piccialli, Veronica - 01a Articolo in rivista
paper: MATHEMATICAL PROGRAMMING (Springer Verlag Germany:Tiergartenstrasse 17, D 69121 Heidelberg Germany:011 49 6221 3450, EMAIL: g.braun@springer.de, INTERNET: http://www.springer.de, Fax: 011 49 6221 345229) pp. 119-146 - issn: 0025-5610 - wos: WOS:000286218900005 (9) - scopus: 2-s2.0-78651466237 (13)

11573/65584 - 2011 - On the convergence of a Jacobi-type algorithm for singly linearly-constrained problems subject to simple bounds
Liuzzi, Giampaolo; Palagi, Laura; Piacentini, Mauro - 01a Articolo in rivista
paper: OPTIMIZATION LETTERS (Springer Berlin Heidelberg) pp. 347-362 - issn: 1862-4472 - wos: WOS:000288556500012 (4) - scopus: 2-s2.0-79952902475 (4)

11573/227931 - 2010 - A truncated Newton method in an augmented Lagrangian framework for nonlinear programming
Di Pillo, Gianni; Liuzzi, Giampaolo; Lucidi, Stefano; Palagi, Laura - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 311-352 - issn: 0926-6003 - wos: WOS:000274903400006 (11) - scopus: 2-s2.0-77950517412 (16)

11573/363031 - 2009 - Necessary and sufficient global optimality conditions for NLP reformulations of linear SDP problems
Grippo, Luigi; Palagi, Laura; Piccialli, Veronica - 01a Articolo in rivista
paper: JOURNAL OF GLOBAL OPTIMIZATION (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. 339-348 - issn: 0925-5001 - wos: WOS:000267056900002 (7) - scopus: 2-s2.0-67849106626 (7)

11573/44431 - 2009 - Decomposition Algorithm Model for Singly Linearly-Constrained Problems Subject to Lower and Upper Bounds
Lin, C. J.; Lucidi, Stefano; Palagi, Laura; Risi, Arnaldo; Sciandrone, M. - 01a Articolo in rivista
paper: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS (Plenum Press:Book Customer Service, 233 Spring Street:New York, NY 10013:(212)620-8471, (212)620-8000, EMAIL: info@plenum.com, INTERNET: http://www.plenum.com, Fax: (212)807-1047) pp. 107-126 - issn: 0022-3239 - wos: WOS:000264325700007 (31) - scopus: 2-s2.0-62949178474 (35)

11573/44387 - 2009 - A Convergent Hybrid Decomposition Algorithm Model for SVM Training
Lucidi, Stefano; Palagi, Laura; Risi, Arnaldo; Sciandrone, M. - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON NEURAL NETWORKS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1055-1060 - issn: 1045-9227 - wos: WOS:000266723200015 (17) - scopus: 2-s2.0-67649311801 (21)

11573/135406 - 2009 - Large scale trust region problems
Palagi, Laura - 02a Capitolo o Articolo
book: Encycloperdia on Optimization, 2nd ed. - (9780387747583; 9780387747590)

11573/361513 - 2007 - A convergent decomposition algorithm for support vector machines
Lucidi, Stefano; Palagi, Laura; Risi, Arnaldo; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 217-234 - issn: 0926-6003 - wos: WOS:000250132500003 (23) - scopus: 2-s2.0-35348918845 (26)
conference: Conference on Mathematical Methods for Learning (MML-2004) (Como, ITALY)

11573/240642 - 2005 - Convergence to 2-nd order stationary points of a primal-dual algorithm model for nonlinear programming
Di Pillo, Gianni; Lucidi, Stefano; Palagi, Laura - 01a Articolo in rivista
paper: MATHEMATICS OF OPERATIONS RESEARCH (INFORMS:901 Elkridge Landing Road, Suite 400:Linthicum, MD 21090:(800)446-3676, (410)850-0300, EMAIL: informs@informs.org, INTERNET: http://www.informs.org, http://pubsonline.informs.org, Fax: (410)684-2963) pp. 897-915 - issn: 0364-765X - wos: WOS:000233865400007 (13) - scopus: 2-s2.0-31144460048 (16)

11573/46391 - 2005 - Quartic formulation of standard quadratic optimization
Palagi, Laura; I., Bomze - 01a Articolo in rivista
paper: JOURNAL OF GLOBAL OPTIMIZATION (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. 181-205 - issn: 0925-5001 - wos: WOS:000232108800003 (17) - scopus: 2-s2.0-25444488772 (17)

11573/44384 - 2005 - On the convergence of a modified version of SVMlight algorithm
Palagi, Laura; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 311-328 - issn: 1055-6788 - wos: WOS:000226534100010 (28) - scopus: 2-s2.0-12444281083 (40)
conference: Workshop on Mathematical Diagnostics (Erice, ITALY)

11573/248223 - 2003 - Fruitful uses of smooth exact merit functions in constrained optimization
Di Pillo, Gianni; Liuzzi, Giampaolo; Lucidi, Stefano; Palagi, Laura - 02a Capitolo o Articolo
book: High Performance Algorithms and Software for Nonlinear Optimization - (9781402075322)

11573/5045 - 2003 - An exact augmented Lagrangian function for nonlinear programming with two-sided constraints
Di Pillo, Gianni; Liuzzi, Giampaolo; Lucidi, Stefano; Palagi, Laura - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 57-83 - issn: 0926-6003 - wos: WOS:000181754700005 (5) - scopus: 2-s2.0-0037391698 (6)

11573/151373 - 2002 - Nonlinear Programming: Introduction, Unconstrained Nonlinear Programming, Constrained Nonlinear Programming
Di Pillo, Gianni; Palagi, Laura - 02a Capitolo o Articolo
book: Handbook of Applied Optimization - (9780195125948)

11573/249011 - 2002 - A truncated Newton algorithm for large scale box constrained optimization
Facchinei, Francisco; Lucidi, Stefano; Palagi, Laura - 01a Articolo in rivista
paper: SIAM JOURNAL ON OPTIMIZATION (Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999) pp. 1100-1125 - issn: 1052-6234 - wos: WOS:000175810600013 (38) - scopus: 2-s2.0-0036433456 (44)

11573/248060 - 2000 - A truncated Newton method for constrained optimization
Di Pillo, Gianni; Lucidi, Stefano; Palagi, Laura - 02a Capitolo o Articolo
book: Nonlinear Optimization and Related Topics - ()

11573/255825 - 2000 - A superlinearly convergent primal-dual algorithm model for constrained optimization problems with bounded variables
Di Pillo, Gianni; Lucidi, Stefano; Palagi, Laura - 01a Articolo in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 49-73 - issn: 1055-6788 - wos: WOS:000165321100004 (4) - scopus: 2-s2.0-0034451411 (4)

11573/44069 - 1999 - A mathematical programming approach for the solution of the railway yield management problem
A., Ciancimino; G., Inzerillo; Lucidi, Stefano; Palagi, Laura - 01a Articolo in rivista
paper: TRANSPORTATION SCIENCE (INFORMS:901 Elkridge Landing Road, Suite 400:Linthicum, MD 21090:(800)446-3676, (410)850-0300, EMAIL: informs@informs.org, INTERNET: http://www.informs.org, http://pubsonline.informs.org, Fax: (410)684-2963) pp. 168-181 - issn: 0041-1655 - wos: WOS:000080249400004 (89) - scopus: 2-s2.0-0032656995 (130)

11573/250278 - 1999 - A shifted-barrier primal-dual algorithm model for linearly constrained optmization problems
Di Pillo, Gianni; Lucidi, Stefano; Palagi, Laura - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 157-188 - issn: 0926-6003 - wos: WOS:000080941900009 (5) - scopus: 2-s2.0-0005170813 (5)

11573/246539 - 1998 - A CONTROLLED RANDOM SEARCH ALGORITHM WITH LOCAL NEWTON-TYPE SEARCH FOR GLOBAL OPTIMIZATION
Di Pillo, Gianni; Lucidi, Stefano; Palagi, Laura; Roma, Massimo - 02a Capitolo o Articolo
book: HIGH PERFORMANCE ALGORITHM AND SOFTWARE IN NONLINEAR OPTIMIZATION - ()

11573/246556 - 1998 - Solution of the trust region problem via a smooth Unconstrained Reformulation
Lucidi, Stefano; Palagi, Laura - 02a Capitolo o Articolo
book: Topics in Semidefinite and Interior-Point methods - ()

11573/246427 - 1998 - ON SOME PROPERTIES OF QUADRATIC PROGRAMS WITH A CONVEX QUADRATIC CONSTRAINT
Lucidi, Stefano; Palagi, Laura; Roma, Massimo - 01a Articolo in rivista
paper: SIAM JOURNAL ON OPTIMIZATION (Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999) pp. 105-122 - issn: 1052-6234 - wos: WOS:000071938800005 (26) - scopus: 2-s2.0-0032326764 (34)

11573/408613 - 1998 - Complementi ed esercizi di ricerca Operativa
Mannino, Carlo; Palagi, Laura; Roma, Massimo - 03c Manuale Didattico

11573/243372 - 1993 - An exact penalty-lagrangian approach for a class of constrained optimization problems with bounded variables.
Di Pillo, Gianni; Lucidi, Stefano; Palagi, Laura - 01a Articolo in rivista
paper: OPTIMIZATION (Basingstoke: Taylor & Francis Limited) pp. 129-148 - issn: 0233-1934 - wos: (0) - scopus: 2-s2.0-0005202093 (9)

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