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A

Andrea Lodi

Polytechnique Montreal

55H-index
505Paper Count
1.4WCitation Count
Published Papers 49
Publication Date
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Accelerated windowing for the crew rostering problem with machine learning
errComputational Optimization and Applications
IF2
err2026-01-01
err0
PREAI
errRacette, Philippe; Quesnel, Frederic; Lodi, Andrea; Soumis, Francois
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errSave
Efficient branching rules for optimizing range and order-based objective functions
errMathematical Programming
IF2.5
err2025-12-01
err0
PREAI
errvan Rossum, Bart; Chen, Rui; Lodi, Andrea
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errSave
Capacity Planning in Stable Matching
errOPERATIONS RESEARCH
IF2.6
err2025-10-01
err0
PREAI
errBobbio, Federico; Carvalho, Margarida; Lodi, Andrea; Ricos, Ignacio; Torrico, Alfredo
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errSave
A framework for fair decision-making over time with time-invariant utilities
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-12-01
err2
errOAAI
errLodi, Andrea; Sankaranarayanan, Sriram; Wang, Guanyi
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errSave
Learning tabu search algorithms: A scheduling application
errCOMPUTERS & OPERATIONS RESEARCH
IF4.3
err2024-10-01
err2
errOAAI
errNiroumandrad, Nazgol; Lahrichi, Nadia; Lodi, Andrea
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errSave
optimization Dynamic rebalancing optimization for bike-sharing systems: A modeling framework and empirical comparison
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2024-09-01
err3
errOAAI
errLiang, Jiaqi; Jena, Sanjay Dominik; Lodi, Andrea
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errSave
Increasing schedule reliability in the multiple depot vehicle scheduling problem with stochastic travel time
errOMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE
IF7.2
err2024-09-01
err1
errOAAI
errRicard, Lea; Desaulniers, Guy; Lodi, Andrea; Rousseau, Louis -Martin
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errSave
Cardinality Minimization, Constraints, and Regularization: A Survey
errSIAM REVIEW
IF6.1
err2024-08-08
err4
errOAAI
errTillmann, Andreas M.; Bienstock, Daniel; Lodi, Andrea; Schwartz, Alexandra
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errSave
An improved column-generation-based matheuristic for learning classification trees
errCOMPUTERS & OPERATIONS RESEARCH
IF4.3
err2024-05-01
err3
errOAAI
errPatel, Krunal Kishor; Desaulniers, Guy; Lodi, Andrea
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errSave
GLUT1-DS Italian registry: past, present, and future: a useful tool for rare disorders
errORPHANET JOURNAL OF RARE DISEASES
IF3.5
err2023-03-21
err3
errOAAI
errVaresio, Costanza; De Giorgis, Valentina; Veggiotti, Pierangelo; Nardocci, Nardo; Granata, Tiziana; Ragona, Francesca; Pasca, Ludovica; Mensi, Martina Maria; Borgatti, Renato; Olivotto, Sara; Previtali, Roberto; Riva, Antonella; Mancardi, Maria Margherita; Striano, Pasquale; Cavallin, Mara; Guerrini, Renzo; Operto, Francesca Felicia; Pizzolato, Alice; Di Maulo, Ruggero; Martino, Fabiola; Lodi, Andrea; Marini, Carla
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errSave
A theoretical and computational equilibria analysis of a multi-player kidney exchange program
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2023-02-01
err9
errOAAI
errCarvalho, Margarida; Lodi, Andrea
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errSave
Computing equilibria for integer programming games
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2022-12-01
err11
errOAAI
errCarvalho, Margarida; Lodi, Andrea; Pedroso, Joao P.
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errSave
The promise of machine learning applications in solid organ transplantation
errNPJ DIGITAL MEDICINE
IF15.1
err2022-07-11
err31
errOAAI
errGotlieb, Neta; Azhie, Amirhossein; Sharma, Divya; Spann, Ashley; Suo, Nan-Ji; Tran, Jason; Orchanian-Cheff, Ani; Wang, Bo; Goldenberg, Anna; Chasse, Michael; Cardinal, Heloise; Cohen, Joseph Paul; Lodi, Andrea; Dieude, Melanie; Bhat, Mamatha
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errSave
A data-driven approach to include availability of ICU b e ds in the planning of the operating room
errOMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE
IF7.2
err2022-06-01
err8
errOAAI
errAugustin, A.; Jouvet, P.; Lahrichi, N.; Lodi, A.; Rousseau, L. M.
errShare
errSave
Predicting the probability distribution of bus travel time to measure the reliability of public transport services
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2022-05-01
err15
PREAI
errRicard, Lea; Desaulniers, Guy; Lodi, Andrea; Rousseau, Louis-Martin
errShare
errSave
Machine-Learning-Based Column Selection for Column Generation
errTRANSPORTATION SCIENCE
IF4.8
err2021-07-01
err59
PREAI
errMorabit, Mouad; Desaulniers, Guy; Lodi, Andrea
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errSave
The Covering-Assignment Problem for Swarm-Powered Ad Hoc Clouds: A Distributed 3-D Mapping Usecase
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2021-05-01
err5
errOAAI
errCosta, Leandro R.; Aloise, Daniel; Gianoli, Luca G.; Lodi, Andrea
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errSave
Machine learning for combinatorial optimization: A methodological tour d'horizon
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2021-04-01
err715
errOAAI
errBengio, Yoshua; Lodi, Andrea; Prouvost, Antoine
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errSave
Design and implementation of a modular interior-point solver for linear optimization
errMATHEMATICAL PROGRAMMING COMPUTATION
IF3.6
err2021-02-08
err6
errOAAI
errTanneau, Mathieu; Anjos, Miguel F.; Lodi, Andrea
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errSave
A multicut outer-approximation approach for competitive facility location under random utilities
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2020-08-01
err38
errOAAI
errMai, Tien; Lodi, Andrea
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errSave

Research Directions

No research directions
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