Michel Bierlaire

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 26

Top Topics

Automatic Relevance Determination

Robust Optimization

Waste Collection

Scheduling Problem

Top Venues

Eur. J. Oper. Res.

Comput. Oper. Res.

Publications

José Ángel Martín-Baos, Ricardo García-Ródenas, Luis Rodriguez-Benitez, Michel Bierlaire
Scalable Kernel Logistic Regression with Nyström Approximation: Theoretical Analysis and Application to Discrete Choice Modelling. CoRR (2024)
Marija Kukic, Salim Benchelabi, Michel Bierlaire
Hybrid Simulator for Capturing Dynamics of Synthetic Populations. ITSC (2023)
Rico Krueger, Michel Bierlaire, Thomas Gasos, Prateek Bansal
Robust discrete choice models with t-distributed kernel errors. Stat. Comput. 33 (1) (2023)
Meritxell Pacheco Paneque, Bernard Gendron, Shadi Sharif Azadeh, Michel Bierlaire
A Lagrangian decomposition scheme for choice-based optimization. Comput. Oper. Res. 148 (2022)
Filipe Rodrigues, Nicola Ortelli, Michel Bierlaire, Francisco Câmara Pereira
Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Gael Lederrey, Tim Hillel, Michel Bierlaire
DATGAN: Integrating expert knowledge into deep learning for synthetic tabular data. CoRR (2022)
Michel Bierlaire, Edoardo Fadda, Lohic Fotio Tiotsop, Daniele Manerba
A chance-constraint approach for optimizing social engagement-based services. FedCSIS (2022)
Michel Bierlaire, Edoardo Fadda, Lohic Fotio Tiotsop, Daniele Manerba
Workforce Allocation for Social Engagement Services via Stochastic Optimization. WCO (2022)
Gael Lederrey, Tim Hillel, Michel Bierlaire
ciDATGAN: Conditional Inputs for Tabular GANs. CoRR (2022)
Selin Ataç, Nikola Obrenovic, Michel Bierlaire
Vehicle sharing systems: A review and a holistic management framework. EURO J. Transp. Logist. 10 (2021)
Stefano Bortolomiol, Virginie Lurkin, Michel Bierlaire
A Simulation-Based Heuristic to Find Approximate Equilibria with Disaggregate Demand Models. Transp. Sci. 55 (5) (2021)
Stefano Moret, Frédéric Babonneau, Michel Bierlaire, François Maréchal
Decision support for strategic energy planning: A robust optimization framework. Eur. J. Oper. Res. 280 (2) (2020)
Iliya Markov, Michel Bierlaire, Jean-François Cordeau, Yousef Maknoon, Sacha Varone
Waste collection inventory routing with non-stationary stochastic demands. Comput. Oper. Res. 113 (2020)
Filipe Rodrigues, Nicola Ortelli, Michel Bierlaire, Francisco C. Pereira
Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models. CoRR (2019)
Prateek Bansal, Rico Krueger, Michel Bierlaire, Ricardo A. Daziano, Taha Hossein Rashidi
Pólygamma Data Augmentation to address Non-conjugacy in the Bayesian Estimation of Mixed Multinomial Logit Models. CoRR (2019)
Selin Ataç, Nikola Obrenovic, Michel Bierlaire
A Holistic Decision Making Framework for a Vehicle Sharing System. ADBIS (Short Papers and Workshops) (2019)
Prateek Bansal, Rico Krueger, Michel Bierlaire, Ricardo A. Daziano, Taha Hossein Rashidi
Bayesian Estimation of Mixed Multinomial Logit Models: Advances and Simulation-Based Evaluations. CoRR (2019)
Marija M. Nikolic, Michel Bierlaire, Matthieu de Lapparent, Riccardo Scarinci
Multiclass Speed-Density Relationship for Pedestrian Traffic. Transp. Sci. 53 (3) (2019)
Jingyuan Xia, Wei Dai, John Polak, Michel Bierlaire
Dimension Reduction for Origin-Destination Flow Estimation: Blind Estimation Made Possible. CoRR (2018)
Gael Lederrey, Virginie Lurkin, Michel Bierlaire
SNM: Stochastic Newton Methodfor Optimization of Discrete Choice Models. ITSC (2018)
Nitish Umang, Michel Bierlaire, Alan L. Erera
Real-time management of berth allocation with stochastic arrival and handling times. J. Sched. 20 (1) (2017)
Flurin S. Hänseler, Nicholas A. Molyneaux, Michel Bierlaire
Estimation of Pedestrian Origin-Destination Demand in Train Stations. Transp. Sci. 51 (3) (2017)
Jiang Hang Chen, Michel Bierlaire
The study of the unidirectional quay crane scheduling problem: complexity and risk-aversion. Eur. J. Oper. Res. 260 (2) (2017)
Stefano Moret, Michel Bierlaire, François Maréchal
Robust Optimization for Strategic Energy Planning. Informatica 27 (3) (2016)
Jingmin Chen, Michel Bierlaire
Probabilistic Multimodal Map Matching With Rich Smartphone Data. J. Intell. Transp. Syst. 19 (2) (2015)
V. Prem Kumar, Michel Bierlaire
Optimizing Fueling Decisions for Locomotives in Railroad Networks. Transp. Sci. 49 (1) (2015)
Aurélie Glerum, Lidija Stankovikj, Michaël Thémans, Michel Bierlaire
Forecasting the Demand for Electric Vehicles: Accounting for Attitudes and Perceptions. Transp. Sci. 48 (4) (2014)
Bilge Atasoy, Matteo Salani, Michel Bierlaire
An Integrated Airline Scheduling, Fleeting, and Pricing Model for a Monopolized Market. Comput. Aided Civ. Infrastructure Eng. 29 (2) (2014)
Nitish Umang, Alan L. Erera, Michel Bierlaire
The robust single machine scheduling problem with uncertain release and processing times. CoRR (2014)
Tomás Robenek, Nitish Umang, Michel Bierlaire, Stefan Ropke
A branch-and-price algorithm to solve the integrated berth allocation and yard assignment problem in bulk ports. Eur. J. Oper. Res. 235 (2) (2014)
Carolina Osorio, Michel Bierlaire
A Simulation-Based Optimization Framework for Urban Transportation Problems. Oper. Res. 61 (6) (2013)
Javier Cruz-Mota, Michel Bierlaire, Jean-Philippe Thiran
Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking. IEEE Trans. Circuits Syst. Video Technol. 23 (5) (2013)
Ilaria Vacca, Matteo Salani, Michel Bierlaire
An Exact Algorithm for the Integrated Planning of Berth Allocation and Quay Crane Assignment. Transp. Sci. 47 (2) (2013)
Carolina Osorio, Michel Bierlaire
A tractable analytical model for large-scale congested protein synthesis networks. Eur. J. Oper. Res. 219 (3) (2012)
Javier Cruz-Mota, Iva Bogdanova, Benoît Paquier, Michel Bierlaire, Jean-Philippe Thiran
Scale Invariant Feature Transform on the Sphere: Theory and Applications. Int. J. Comput. Vis. 98 (2) (2012)
Michel Bierlaire, M. Grazia Speranza
Editorial. EURO J. Transp. Logist. 1 (1-2) (2012)
Bilge Atasoy, Matteo Salani, Michel Bierlaire
Integrated schedule planning with supply-demand interactions for a new generation of aircrafts. OR (2011)
Gunnar Flötteröd, Michel Bierlaire, Kai Nagel
Bayesian Demand Calibration for Dynamic Traffic Simulations. Transp. Sci. 45 (4) (2011)
Niklaus Eggenberg, Matteo Salani, Michel Bierlaire
Uncertainty feature optimization: An implicit paradigm for problems with noisy data. Networks 57 (3) (2011)
Michel Bierlaire, M. Thémans, Nicolas Zufferey
A Heuristic for Nonlinear Global Optimization. INFORMS J. Comput. 22 (1) (2010)
Niklaus Eggenberg, Matteo Salani, Michel Bierlaire
Constraint-specific recovery network for solving airline recovery problems. Comput. Oper. Res. 37 (6) (2010)
Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt
Cascade of descriptors to detect and track objects across any network of cameras. Comput. Vis. Image Underst. 114 (6) (2010)
Matteo Sorci, Gianluca Antonini, Javier Cruz, Thomas Robin, Michel Bierlaire, Jean-Philippe Thiran
Modelling human perception of static facial expressions. Image Vis. Comput. 28 (5) (2010)
Michel Bierlaire, M. Thémans
Dealing with singularities in nonlinear unconstrained optimization. Eur. J. Oper. Res. 196 (1) (2009)
Carolina Osorio, Michel Bierlaire
An analytic finite capacity queueing network model capturing the propagation of congestion and blocking. Eur. J. Oper. Res. 196 (3) (2009)
Òscar Divorra Escoda, Gianluca Monaci, Rosa M. Figueras i Ventura, Pierre Vandergheynst, Michel Bierlaire
Geometric Video Approximation Using Weighted Matching Pursuit. IEEE Trans. Image Process. 18 (8) (2009)
Ilaria Vacca, Michel Bierlaire, Matteo Salani
Two-stage Column Generation in Container Terminal Management. CTW (2008)
Alexandre Alahi, Pierre Vandergheynst, Michel Bierlaire, Murat Kunt
Object detection and matching in a mixed network of fixed and mobile cameras. AREA (2008)
Matteo Sorci, Jean-Philippe Thiran, Javier Cruz, Thomas Robin, Michel Bierlaire
Modelling human perception of static facial expressions. FG (2008)
Alexandre Alahi, David Marimon, Michel Bierlaire, Murat Kunt
A master-slave approach for object detection and matching with fixed and mobile cameras. ICIP (2008)
Niklaus Eggenberg, Matteo Salani, Michel Bierlaire
UFO: Uncertainty Feature Optimization, an Implicit Paradigm for Problems with Noisy Data. CTW (2008)
Michel Bierlaire, Frank Crittin, M. Thémans
A multi-iterate method to solve systems of nonlinear equations. Eur. J. Oper. Res. 183 (1) (2007)
Gianluca Antonini, Matteo Sorci, Michel Bierlaire, Jean-Philippe Thiran
Discrete Choice Models for Static Facial Expression Recognition. ACIVS (2006)
Michel Bierlaire
A theoretical analysis of the cross-nested logit model. Ann. Oper. Res. 144 (1) (2006)
Gianluca Antonini, Santiago Venegas-Martinez, Michel Bierlaire, Jean-Philippe Thiran
Behavioral Priors for Detection and Tracking of Pedestrians in Video Sequences. Int. J. Comput. Vis. 69 (2) (2006)
Michel Bierlaire, Frank Crittin
Solving Noisy, Large-Scale Fixed-Point Problems and Systems of Nonlinear Equations. Transp. Sci. 40 (1) (2006)
Michela Spada, Michel Bierlaire, Thomas M. Liebling
Decision-Aiding Methodology for the School Bus Routing and Scheduling Problem. Transp. Sci. 39 (4) (2005)
Santiago Venegas-Martinez, Gianluca Antonini, Jean-Philippe Thiran, Michel Bierlaire
Automatic Pedestrian Tracking Using Discrete Choice Models and Image Correlation Techniques. MLMI (2004)
Michel Bierlaire, Frank Crittin
An Efficient Algorithm for Real-Time Estimation and Prediction of Dynamic OD Tables. Oper. Res. 52 (1) (2004)
Santiago Venegas-Martinez, Gianluca Antonini, Jean-Philippe Thiran, Michel Bierlaire
Bayesian.integration of a discrete choice pedestrian behavioral model and image correlation techniques for automatic multi object tracking. ICIP (2004)
Michela Spada, Michel Bierlaire, Thomas M. Liebling
School Bus Routing and Scheduling Problem. OR (2002)
Michel Bierlaire, Tsippy Lotan, Philippe L. Toint
On The Overspecification of Multinomial and Nested Logit Models Due to Alternative Specific Constants. Transp. Sci. 31 (4) (1997)