Michel Bierlaire

67 papers B 4C 4Journal 51Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enumerative algorithms for choice-based pricing under capacity constraints.
Comput. Oper. Res.
Tom Haering, Robin Legault, Fabian Torres, Michel Bierlaire
2025 J jnl
50 years of behavioral models for transportation and logistics.
EURO J. Transp. Logist.
Léa Ricard, Michel Bierlaire
2025 J jnl
Scalable kernel logistic regression with Nyström approximation: Theoretical analysis and application to discrete choice modelling.
Neurocomputing
José Ángel Martín-Baos, Ricardo García-Ródenas, Luis Rodriguez-Benitez, Michel Bierlaire
2025 J jnl
The State of Urban Air Mobility Research: An Assessment of Challenges and Opportunities.
IEEE Trans. Intell. Transp. Syst.
Sheikh Shahriar Ahmed, Grigorios Fountas, Virginie Lurkin, Panagiotis Ch. Anastasopoulos, Yu Zhang, Michel Bierlaire, Fred Mannering
2024 J jnl
Scalable Kernel Logistic Regression with Nyström Approximation: Theoretical Analysis and Application to Discrete Choice Modelling.
CoRR
José Ángel Martín-Baos, Ricardo García-Ródenas, Luis Rodriguez-Benitez, Michel Bierlaire
2023 — conf
Hybrid Simulator for Capturing Dynamics of Synthetic Populations.
ITSC
Marija Kukic, Salim Benchelabi, Michel Bierlaire
2023 J jnl
Robust discrete choice models with t-distributed kernel errors.
Stat. Comput.
Rico Krueger, Michel Bierlaire, Thomas Gasos, Prateek Bansal
2022 — conf
A General Framework to Evaluate Different Rebalancing Operations Strategies in One-Way Car Sharing Systems.
OR
Selin Ataç, Nikola Obrenovic, Michel Bierlaire
2022 J jnl
A Lagrangian decomposition scheme for choice-based optimization.
Comput. Oper. Res.
Meritxell Pacheco Paneque, Bernard Gendron, Shadi Sharif Azadeh, Michel Bierlaire
2022 C conf
A chance-constraint approach for optimizing social engagement-based services.
FedCSIS
Michel Bierlaire, Edoardo Fadda, Lohic Fotio Tiotsop, Daniele Manerba
2022 J jnl
Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models.
IEEE Trans. Intell. Transp. Syst.
Filipe Rodrigues, Nicola Ortelli, Michel Bierlaire, Francisco Câmara Pereira
2022 J jnl
DATGAN: Integrating expert knowledge into deep learning for synthetic tabular data.
CoRR
Gael Lederrey, Tim Hillel, Michel Bierlaire
2022 C conf
Workforce Allocation for Social Engagement Services via Stochastic Optimization.
WCO
Michel Bierlaire, Edoardo Fadda, Lohic Fotio Tiotsop, Daniele Manerba
2022 J jnl
ciDATGAN: Conditional Inputs for Tabular GANs.
CoRR
Gael Lederrey, Tim Hillel, Michel Bierlaire
2021 J jnl
A Simulation-Based Heuristic to Find Approximate Equilibria with Disaggregate Demand Models.
Transp. Sci.
Stefano Bortolomiol, Virginie Lurkin, Michel Bierlaire
2021 J jnl
Vehicle sharing systems: A review and a holistic management framework.
EURO J. Transp. Logist.
Selin Ataç, Nikola Obrenovic, Michel Bierlaire
2020 J jnl
Decision support for strategic energy planning: A robust optimization framework.
Eur. J. Oper. Res.
Stefano Moret, Frédéric Babonneau, Michel Bierlaire, François Maréchal
2020 J jnl
Waste collection inventory routing with non-stationary stochastic demands.
Comput. Oper. Res.
Iliya Markov, Michel Bierlaire, Jean-François Cordeau, Yousef Maknoon, Sacha Varone
2019 — conf
A Holistic Decision Making Framework for a Vehicle Sharing System.
ADBIS (Short Papers and Workshops)
Selin Ataç, Nikola Obrenovic, Michel Bierlaire
2019 J jnl
Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models.
CoRR
Filipe Rodrigues, Nicola Ortelli, Michel Bierlaire, Francisco C. Pereira
2019 J jnl
Bayesian Estimation of Mixed Multinomial Logit Models: Advances and Simulation-Based Evaluations.
CoRR
Prateek Bansal, Rico Krueger, Michel Bierlaire, Ricardo A. Daziano, Taha Hossein Rashidi
2019 J jnl
Multiclass Speed-Density Relationship for Pedestrian Traffic.
Transp. Sci.
Marija M. Nikolic, Michel Bierlaire, Matthieu de Lapparent, Riccardo Scarinci
2019 J jnl
Pólygamma Data Augmentation to address Non-conjugacy in the Bayesian Estimation of Mixed Multinomial Logit Models.
CoRR
Prateek Bansal, Rico Krueger, Michel Bierlaire, Ricardo A. Daziano, Taha Hossein Rashidi
2018 J jnl
Dimension Reduction for Origin-Destination Flow Estimation: Blind Estimation Made Possible.
CoRR
Jingyuan Xia, Wei Dai, John Polak, Michel Bierlaire
2018 — conf
SNM: Stochastic Newton Methodfor Optimization of Discrete Choice Models.
ITSC
Gael Lederrey, Virginie Lurkin, Michel Bierlaire
2017 J jnl
Estimation of Pedestrian Origin-Destination Demand in Train Stations.
Transp. Sci.
Flurin S. Hänseler, Nicholas A. Molyneaux, Michel Bierlaire
2017 J jnl
Real-time management of berth allocation with stochastic arrival and handling times.
J. Sched.
Nitish Umang, Michel Bierlaire, Alan L. Erera
2017 J jnl
The study of the unidirectional quay crane scheduling problem: complexity and risk-aversion.
Eur. J. Oper. Res.
Jiang Hang Chen, Michel Bierlaire
2016 J jnl
Robust Optimization for Strategic Energy Planning.
Informatica
Stefano Moret, Michel Bierlaire, François Maréchal
2015 J jnl
Optimizing Fueling Decisions for Locomotives in Railroad Networks.
Transp. Sci.
V. Prem Kumar, Michel Bierlaire
2015 J jnl
Probabilistic Multimodal Map Matching With Rich Smartphone Data.
J. Intell. Transp. Syst.
Jingmin Chen, Michel Bierlaire
2014 J jnl
A branch-and-price algorithm to solve the integrated berth allocation and yard assignment problem in bulk ports.
Eur. J. Oper. Res.
Tomás Robenek, Nitish Umang, Michel Bierlaire, Stefan Ropke
2014 J jnl
An Integrated Airline Scheduling, Fleeting, and Pricing Model for a Monopolized Market.
Comput. Aided Civ. Infrastructure Eng.
Bilge Atasoy, Matteo Salani, Michel Bierlaire
2014 J jnl
Forecasting the Demand for Electric Vehicles: Accounting for Attitudes and Perceptions.
Transp. Sci.
Aurélie Glerum, Lidija Stankovikj, Michaël Thémans, Michel Bierlaire
2014 J jnl
The robust single machine scheduling problem with uncertain release and processing times.
CoRR
Nitish Umang, Alan L. Erera, Michel Bierlaire
2013 J jnl
A Simulation-Based Optimization Framework for Urban Transportation Problems.
Oper. Res.
Carolina Osorio, Michel Bierlaire
2013 J jnl
An Exact Algorithm for the Integrated Planning of Berth Allocation and Quay Crane Assignment.
Transp. Sci.
Ilaria Vacca, Matteo Salani, Michel Bierlaire
2013 J jnl
Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking.
IEEE Trans. Circuits Syst. Video Technol.
Javier Cruz-Mota, Michel Bierlaire, Jean-Philippe Thiran
2012 J jnl
A tractable analytical model for large-scale congested protein synthesis networks.
Eur. J. Oper. Res.
Carolina Osorio, Michel Bierlaire
2012 J jnl
Editorial.
EURO J. Transp. Logist.
Michel Bierlaire, M. Grazia Speranza
2012 J jnl
Scale Invariant Feature Transform on the Sphere: Theory and Applications.
Int. J. Comput. Vis.
Javier Cruz-Mota, Iva Bogdanova, Benoît Paquier, Michel Bierlaire, Jean-Philippe Thiran
2011 J jnl
Bayesian Demand Calibration for Dynamic Traffic Simulations.
Transp. Sci.
Gunnar Flötteröd, Michel Bierlaire, Kai Nagel
2011 — conf
Integrated schedule planning with supply-demand interactions for a new generation of aircrafts.
OR
Bilge Atasoy, Matteo Salani, Michel Bierlaire
2011 J jnl
Uncertainty feature optimization: An implicit paradigm for problems with noisy data.
Networks
Niklaus Eggenberg, Matteo Salani, Michel Bierlaire
2010 J jnl
A Heuristic for Nonlinear Global Optimization.
INFORMS J. Comput.
Michel Bierlaire, M. Thémans, Nicolas Zufferey
2010 J jnl
Cascade of descriptors to detect and track objects across any network of cameras.
Comput. Vis. Image Underst.
Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt
2010 J jnl
Constraint-specific recovery network for solving airline recovery problems.
Comput. Oper. Res.
Niklaus Eggenberg, Matteo Salani, Michel Bierlaire
2010 J jnl
Modelling human perception of static facial expressions.
Image Vis. Comput.
Matteo Sorci, Gianluca Antonini, Javier Cruz, Thomas Robin, Michel Bierlaire, Jean-Philippe Thiran
2009 J jnl
An analytic finite capacity queueing network model capturing the propagation of congestion and blocking.
Eur. J. Oper. Res.
Carolina Osorio, Michel Bierlaire
2009 J jnl
Dealing with singularities in nonlinear unconstrained optimization.
Eur. J. Oper. Res.
Michel Bierlaire, M. Thémans
2009 J jnl
Geometric Video Approximation Using Weighted Matching Pursuit.
IEEE Trans. Image Process.
Òscar Divorra Escoda, Gianluca Monaci, Rosa M. Figueras i Ventura, Pierre Vandergheynst, Michel Bierlaire
2008 B conf
A master-slave approach for object detection and matching with fixed and mobile cameras.
ICIP
Alexandre Alahi, David Marimon, Michel Bierlaire, Murat Kunt
2008 B conf
Modelling human perception of static facial expressions.
FG
Matteo Sorci, Jean-Philippe Thiran, Javier Cruz, Thomas Robin, Michel Bierlaire
2008 — conf
Object detection and matching in a mixed network of fixed and mobile cameras.
AREA
Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt
2008 C conf
Two-stage Column Generation in Container Terminal Management.
CTW
Ilaria Vacca, Michel Bierlaire, Matteo Salani
2008 C conf
UFO: Uncertainty Feature Optimization, an Implicit Paradigm for Problems with Noisy Data.
CTW
Niklaus Eggenberg, Matteo Salani, Michel Bierlaire
2007 J jnl
A multi-iterate method to solve systems of nonlinear equations.
Eur. J. Oper. Res.
Michel Bierlaire, Frank Crittin, M. Thémans
2006 J jnl
A theoretical analysis of the cross-nested logit model.
Ann. Oper. Res.
Michel Bierlaire
2006 J jnl
Behavioral Priors for Detection and Tracking of Pedestrians in Video Sequences.
Int. J. Comput. Vis.
Gianluca Antonini, Santiago Venegas-Martinez, Michel Bierlaire, Jean-Philippe Thiran
2006 B conf
Discrete Choice Models for Static Facial Expression Recognition.
ACIVS
Gianluca Antonini, Matteo Sorci, Michel Bierlaire, Jean-Philippe Thiran
2006 J jnl
Solving Noisy, Large-Scale Fixed-Point Problems and Systems of Nonlinear Equations.
Transp. Sci.
Michel Bierlaire, Frank Crittin
2005 J jnl
Decision-Aiding Methodology for the School Bus Routing and Scheduling Problem.
Transp. Sci.
Michela Spada, Michel Bierlaire, Thomas M. Liebling
2004 J jnl
An Efficient Algorithm for Real-Time Estimation and Prediction of Dynamic OD Tables.
Oper. Res.
Michel Bierlaire, Frank Crittin
2004 — conf
Automatic Pedestrian Tracking Using Discrete Choice Models and Image Correlation Techniques.
MLMI
Santiago Venegas-Martinez, Gianluca Antonini, Jean-Philippe Thiran, Michel Bierlaire
2004 B conf
Bayesian.integration of a discrete choice pedestrian behavioral model and image correlation techniques for automatic multi object tracking.
ICIP
Santiago Venegas-Martinez, Gianluca Antonini, Jean-Philippe Thiran, Michel Bierlaire
2002 — conf
School Bus Routing and Scheduling Problem.
OR
Michela Spada, Michel Bierlaire, Thomas M. Liebling
1997 J jnl
On The Overspecification of Multinomial and Nested Logit Models Due to Alternative Specific Constants.
Transp. Sci.
Michel Bierlaire, Tsippy Lotan, Philippe L. Toint