Michel Bierlaire

According to our database, Michel Bierlaire authored at least 61 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Scalable Kernel Logistic Regression with Nyström Approximation: Theoretical Analysis and Application to Discrete Choice Modelling.

José Ángel Martín-Baos, Ricardo García-Ródenas, Luis Rodriguez-Benitez, Michel Bierlaire

CoRR, 2024

2023

Robust discrete choice models with t-distributed kernel errors.

Rico Krueger, Michel Bierlaire, Thomas Gasos, Prateek Bansal

Stat. Comput., 2023

Hybrid Simulator for Capturing Dynamics of Synthetic Populations.

Marija Kukic, Salim Benchelabi, Michel Bierlaire

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models.

Filipe Rodrigues, Nicola Ortelli, Michel Bierlaire, Francisco Câmara Pereira

IEEE Trans. Intell. Transp. Syst., 2022

ciDATGAN: Conditional Inputs for Tabular GANs.

Gael Lederrey, Tim Hillel, Michel Bierlaire

CoRR, 2022

DATGAN: Integrating expert knowledge into deep learning for synthetic tabular data.

Gael Lederrey, Tim Hillel, Michel Bierlaire

CoRR, 2022

A Lagrangian decomposition scheme for choice-based optimization.

Meritxell Pacheco Paneque, Bernard Gendron, Shadi Sharif Azadeh, Michel Bierlaire

Comput. Oper. Res., 2022

Workforce Allocation for Social Engagement Services via Stochastic Optimization.

Michel Bierlaire, Edoardo Fadda, Lohic Fotio Tiotsop, Daniele Manerba

Proceedings of the Recent Advances in Computational Optimization - Selected Papers from the WCO 2022, 2022

A chance-constraint approach for optimizing social engagement-based services.

Michel Bierlaire, Edoardo Fadda, Lohic Fotio Tiotsop, Daniele Manerba

Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

2021

A Simulation-Based Heuristic to Find Approximate Equilibria with Disaggregate Demand Models.

Stefano Bortolomiol, Virginie Lurkin, Michel Bierlaire

Transp. Sci., 2021

Vehicle sharing systems: A review and a holistic management framework.

Selin Ataç, Nikola Obrenovic, Michel Bierlaire

EURO J. Transp. Logist., 2021

2020

Decision support for strategic energy planning: A robust optimization framework.

Stefano Moret, Frédéric Babonneau, Michel Bierlaire, François Maréchal

Eur. J. Oper. Res., 2020

Waste collection inventory routing with non-stationary stochastic demands.

Iliya Markov, Michel Bierlaire, Jean-François Cordeau, Yousef Maknoon, Sacha Varone

Comput. Oper. Res., 2020

2019

Multiclass Speed-Density Relationship for Pedestrian Traffic.

Marija M. Nikolic, Michel Bierlaire, Matthieu de Lapparent, Riccardo Scarinci

Transp. Sci., 2019

Pólygamma Data Augmentation to address Non-conjugacy in the Bayesian Estimation of Mixed Multinomial Logit Models.

Prateek Bansal, Rico Krueger, Michel Bierlaire, Ricardo A. Daziano, Taha Hossein Rashidi

CoRR, 2019

Bayesian Estimation of Mixed Multinomial Logit Models: Advances and Simulation-Based Evaluations.

Prateek Bansal, Rico Krueger, Michel Bierlaire, Ricardo A. Daziano, Taha Hossein Rashidi

CoRR, 2019

A Holistic Decision Making Framework for a Vehicle Sharing System.

Selin Ataç, Nikola Obrenovic, Michel Bierlaire

Proceedings of the New Trends in Databases and Information Systems, 2019

2018

Dimension Reduction for Origin-Destination Flow Estimation: Blind Estimation Made Possible.

Jingyuan Xia, Wei Dai, John Polak, Michel Bierlaire

CoRR, 2018

SNM: Stochastic Newton Methodfor Optimization of Discrete Choice Models.

Gael Lederrey, Virginie Lurkin, Michel Bierlaire

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017

Estimation of Pedestrian Origin-Destination Demand in Train Stations.

Flurin S. Hänseler, Nicholas A. Molyneaux, Michel Bierlaire

Transp. Sci., 2017

Real-time management of berth allocation with stochastic arrival and handling times.

Nitish Umang, Michel Bierlaire, Alan L. Erera

J. Sched., 2017

The study of the unidirectional quay crane scheduling problem: complexity and risk-aversion.

Jiang Hang Chen, Michel Bierlaire

Eur. J. Oper. Res., 2017

2016

Robust Optimization for Strategic Energy Planning.

Stefano Moret, Michel Bierlaire, François Maréchal

Informatica, 2016

2015

Optimizing Fueling Decisions for Locomotives in Railroad Networks.

V. Prem Kumar, Michel Bierlaire

Transp. Sci., 2015

Probabilistic Multimodal Map Matching With Rich Smartphone Data.

Jingmin Chen, Michel Bierlaire

J. Intell. Transp. Syst., 2015

2014

Forecasting the Demand for Electric Vehicles: Accounting for Attitudes and Perceptions.

Aurélie Glerum, Lidija Stankovikj, Michaël Thémans, Michel Bierlaire

Transp. Sci., 2014

A branch-and-price algorithm to solve the integrated berth allocation and yard assignment problem in bulk ports.

Tomás Robenek, Nitish Umang, Michel Bierlaire, Stefan Ropke

Eur. J. Oper. Res., 2014

The robust single machine scheduling problem with uncertain release and processing times.

Nitish Umang, Alan L. Erera, Michel Bierlaire

CoRR, 2014

An Integrated Airline Scheduling, Fleeting, and Pricing Model for a Monopolized Market.

Bilge Atasoy, Matteo Salani, Michel Bierlaire

Comput. Aided Civ. Infrastructure Eng., 2014

2013

An Exact Algorithm for the Integrated Planning of Berth Allocation and Quay Crane Assignment.

Ilaria Vacca, Matteo Salani, Michel Bierlaire

Transp. Sci., 2013

Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking.

Javier Cruz-Mota, Michel Bierlaire, Jean-Philippe Thiran

IEEE Trans. Circuits Syst. Video Technol., 2013

A Simulation-Based Optimization Framework for Urban Transportation Problems.

Carolina Osorio, Michel Bierlaire

Oper. Res., 2013

2012

Scale Invariant Feature Transform on the Sphere: Theory and Applications.

Javier Cruz-Mota, Iva Bogdanova, Benoît Paquier, Michel Bierlaire, Jean-Philippe Thiran

Int. J. Comput. Vis., 2012

A tractable analytical model for large-scale congested protein synthesis networks.

Carolina Osorio, Michel Bierlaire

Eur. J. Oper. Res., 2012

Editorial.

Michel Bierlaire, M. Grazia Speranza

EURO J. Transp. Logist., 2012

2011

Bayesian Demand Calibration for Dynamic Traffic Simulations.

Gunnar Flötteröd, Michel Bierlaire, Kai Nagel

Transp. Sci., 2011

Uncertainty feature optimization: An implicit paradigm for problems with noisy data.

Niklaus Eggenberg, Matteo Salani, Michel Bierlaire

Networks, 2011

Integrated schedule planning with supply-demand interactions for a new generation of aircrafts.

Bilge Atasoy, Matteo Salani, Michel Bierlaire

Proceedings of the Operations Research Proceedings 2011, Selected Papers of the International Conference on Operations Research (OR 2011), August 30, 2011

2010

Modelling human perception of static facial expressions.

Matteo Sorci, Gianluca Antonini, Javier Cruz, Thomas Robin, Michel Bierlaire, Jean-Philippe Thiran

Image Vis. Comput., 2010

A Heuristic for Nonlinear Global Optimization.

Michel Bierlaire, M. Thémans, Nicolas Zufferey

INFORMS J. Comput., 2010

Cascade of descriptors to detect and track objects across any network of cameras.

Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt

Comput. Vis. Image Underst., 2010

Constraint-specific recovery network for solving airline recovery problems.

Niklaus Eggenberg, Matteo Salani, Michel Bierlaire

Comput. Oper. Res., 2010

2009

Geometric Video Approximation Using Weighted Matching Pursuit.

Òscar Divorra Escoda, Gianluca Monaci, Rosa M. Figueras i Ventura, Pierre Vandergheynst, Michel Bierlaire

IEEE Trans. Image Process., 2009

An analytic finite capacity queueing network model capturing the propagation of congestion and blocking.

Carolina Osorio, Michel Bierlaire

Eur. J. Oper. Res., 2009

Dealing with singularities in nonlinear unconstrained optimization.

Michel Bierlaire, M. Thémans

Eur. J. Oper. Res., 2009

2008

Object detection and matching in a mixed network of fixed and mobile cameras.

Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt

Proceedings of the 1st ACM Workshop on Analysis and Retrieval of Events/Actions and Workflows in Video Streams, 2008

A master-slave approach for object detection and matching with fixed and mobile cameras.

Alexandre Alahi, David Marimon, Michel Bierlaire, Murat Kunt

Proceedings of the International Conference on Image Processing, 2008

Modelling human perception of static facial expressions.

Matteo Sorci, Jean-Philippe Thiran, Javier Cruz, Thomas Robin, Michel Bierlaire

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Two-stage Column Generation in Container Terminal Management.

Ilaria Vacca, Michel Bierlaire, Matteo Salani

Proceedings of the Seventh Cologne Twente Workshop on Graphs and Combinatorial Optimization, 2008

UFO: Uncertainty Feature Optimization, an Implicit Paradigm for Problems with Noisy Data.

Niklaus Eggenberg, Matteo Salani, Michel Bierlaire

Proceedings of the Seventh Cologne Twente Workshop on Graphs and Combinatorial Optimization, 2008

2007

A multi-iterate method to solve systems of nonlinear equations.

Michel Bierlaire, Frank Crittin, M. Thémans

Eur. J. Oper. Res., 2007

2006

Solving Noisy, Large-Scale Fixed-Point Problems and Systems of Nonlinear Equations.

Michel Bierlaire, Frank Crittin

Transp. Sci., 2006

Behavioral Priors for Detection and Tracking of Pedestrians in Video Sequences.

Gianluca Antonini, Santiago Venegas-Martinez, Michel Bierlaire, Jean-Philippe Thiran

Int. J. Comput. Vis., 2006

A theoretical analysis of the cross-nested logit model.

Michel Bierlaire

Ann. Oper. Res., 2006

Discrete Choice Models for Static Facial Expression Recognition.

Gianluca Antonini, Matteo Sorci, Michel Bierlaire, Jean-Philippe Thiran

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005

Decision-Aiding Methodology for the School Bus Routing and Scheduling Problem.

Michela Spada, Michel Bierlaire, Thomas M. Liebling

Transp. Sci., 2005

2004

An Efficient Algorithm for Real-Time Estimation and Prediction of Dynamic OD Tables.

Michel Bierlaire, Frank Crittin

Oper. Res., 2004

Automatic Pedestrian Tracking Using Discrete Choice Models and Image Correlation Techniques.

Santiago Venegas-Martinez, Gianluca Antonini, Jean-Philippe Thiran, Michel Bierlaire

Proceedings of the Machine Learning for Multimodal Interaction, 2004

Bayesian.integration of a discrete choice pedestrian behavioral model and image correlation techniques for automatic multi object tracking.

Santiago Venegas-Martinez, Gianluca Antonini, Jean-Philippe Thiran, Michel Bierlaire

Proceedings of the 2004 International Conference on Image Processing, 2004

2002

School Bus Routing and Scheduling Problem.

Michela Spada, Michel Bierlaire, Thomas M. Liebling

Proceedings of the Operations Research Proceedings 2002, 2002

1997

On The Overspecification of Multinomial and Nested Logit Models Due to Alternative Specific Constants.

Michel Bierlaire, Tsippy Lotan, Philippe L. Toint

Transp. Sci., 1997