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 (Neurocomputing, 2025)

The State of Urban Air Mobility Research: An Assessment of Challenges and Opportunities - Sheikh Shahriar Ahmed; Grigorios Fountas; Virginie Lurkin; Panagiotis Ch. Anastasopoulos; Yu Zhang; Michel Bierlaire; Fred Mannering (IEEE Trans. Intell. Transp. Syst., 2025)

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)

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 (25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022, Macau, China, October 8-12, 2022, 2023)

A Lagrangian decomposition scheme for choice-based optimization - Meritxell Pacheco Paneque; Bernard Gendron; Shadi Sharif Azadeh; Michel Bierlaire (Comput. Oper. Res., 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)

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, FedCSIS 2022, Sofia, Bulgaria, September 4-7, 2022, 2022)

A General Framework to Evaluate Different Rebalancing Operations Strategies in One-Way Car Sharing Systems - Selin Ataç; Nikola Obrenovic; Michel Bierlaire (Operations Research Proceedings 2022: Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), Karlsruhe, Germany, September 6-9, 2022, 2022)

Workforce Allocation for Social Engagement Services via Stochastic Optimization - Michel Bierlaire; Edoardo Fadda; Lohic Fotio Tiotsop; Daniele Manerba (Recent Advances in Computational Optimization - Selected Papers from the WCO 2022 - Workshop on Computational Optimization, Sofia, Bulgaria, 4-7 September, 2022, 2022)

DATGAN: Integrating expert knowledge into deep learning for synthetic tabular data - Gael Lederrey; Tim Hillel; Michel Bierlaire (CoRR, 2022)

ciDATGAN: Conditional Inputs for Tabular GANs - Gael Lederrey; Tim Hillel; Michel Bierlaire (CoRR, 2022)

Vehicle sharing systems: A review and a holistic management framework - Selin Ataç; Nikola Obrenovic; Michel Bierlaire (EURO J. Transp. Logist., 2021)

A Simulation-Based Heuristic to Find Approximate Equilibria with Disaggregate Demand Models - Stefano Bortolomiol; Virginie Lurkin; Michel Bierlaire (Transp. Sci., 2021)

Waste collection inventory routing with non-stationary stochastic demands - Iliya Markov; Michel Bierlaire; Jean-François Cordeau; Yousef Maknoon; Sacha Varone (Comput. Oper. Res., 2020)

Decision support for strategic energy planning: A robust optimization framework - Stefano Moret; Frédéric Babonneau; Michel Bierlaire; François Maréchal (Eur. J. Oper. Res., 2020)

Multiclass Speed-Density Relationship for Pedestrian Traffic - Marija M. Nikolic; Michel Bierlaire; Matthieu de Lapparent; Riccardo Scarinci (Transp. Sci., 2019)

A Holistic Decision Making Framework for a Vehicle Sharing System - Selin Ataç; Nikola Obrenovic; Michel Bierlaire (New Trends in Databases and Information Systems, ADBIS 2019 Short Papers, Workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium, Bled, Slovenia, September 8-11, 2019, Proceedings, 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)

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 Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models - Filipe Rodrigues; Nicola Ortelli; Michel Bierlaire; Francisco C. Pereira (CoRR, 2019)

SNM: Stochastic Newton Methodfor Optimization of Discrete Choice Models - Gael Lederrey; Virginie Lurkin; Michel Bierlaire (21st International Conference on Intelligent Transportation Systems, ITSC 2018, Maui, HI, USA, November 4-7, 2018, 2018)

Dimension Reduction for Origin-Destination Flow Estimation: Blind Estimation Made Possible - Jingyuan Xia; Wei Dai; John Polak; Michel Bierlaire (CoRR, 2018)

The study of the unidirectional quay crane scheduling problem: complexity and risk-aversion - Jiang Hang Chen; Michel Bierlaire (Eur. J. Oper. Res., 2017)

Real-time management of berth allocation with stochastic arrival and handling times - Nitish Umang; Michel Bierlaire; Alan L. Erera (J. Sched., 2017)

Estimation of Pedestrian Origin-Destination Demand in Train Stations - Flurin S. Hänseler; Nicholas A. Molyneaux; Michel Bierlaire (Transp. Sci., 2017)

Robust Optimization for Strategic Energy Planning - Stefano Moret; Michel Bierlaire; François Maréchal (Informatica, 2016)

Probabilistic Multimodal Map Matching With Rich Smartphone Data - Jingmin Chen; Michel Bierlaire (J. Intell. Transp. Syst., 2015)

Optimizing Fueling Decisions for Locomotives in Railroad Networks - V. Prem Kumar; Michel Bierlaire (Transp. Sci., 2015)

An Integrated Airline Scheduling, Fleeting, and Pricing Model for a Monopolized Market - Bilge Atasoy; Matteo Salani; Michel Bierlaire (Comput. Aided Civ. Infrastructure Eng., 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)

Forecasting the Demand for Electric Vehicles: Accounting for Attitudes and Perceptions - Aurélie Glerum; Lidija Stankovikj; Michaël Thémans; Michel Bierlaire (Transp. Sci., 2014)

The robust single machine scheduling problem with uncertain release and processing times - Nitish Umang; Alan L. Erera; Michel Bierlaire (CoRR, 2014)

A Simulation-Based Optimization Framework for Urban Transportation Problems - Carolina Osorio; Michel Bierlaire (Oper. Res., 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)

An Exact Algorithm for the Integrated Planning of Berth Allocation and Quay Crane Assignment - Ilaria Vacca; Matteo Salani; Michel Bierlaire (Transp. Sci., 2013)

Editorial - Michel Bierlaire; M. Grazia Speranza (EURO J. Transp. Logist., 2012)

A tractable analytical model for large-scale congested protein synthesis networks - Carolina Osorio; Michel Bierlaire (Eur. J. Oper. Res., 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)

Uncertainty feature optimization: An implicit paradigm for problems with noisy data - Niklaus Eggenberg; Matteo Salani; Michel Bierlaire (Networks, 2011)

Bayesian Demand Calibration for Dynamic Traffic Simulations - Gunnar Flötteröd; Michel Bierlaire; Kai Nagel (Transp. Sci., 2011)

Integrated schedule planning with supply-demand interactions for a new generation of aircrafts - Bilge Atasoy; Matteo Salani; Michel Bierlaire (Operations Research Proceedings 2011, Selected Papers of the International Conference on Operations Research (OR 2011), August 30 - September 2, 2011, Zurich, Switzerland, 2011)

Constraint-specific recovery network for solving airline recovery problems - Niklaus Eggenberg; Matteo Salani; Michel Bierlaire (Comput. Oper. Res., 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)

A Heuristic for Nonlinear Global Optimization - Michel Bierlaire; M. Thémans; Nicolas Zufferey (INFORMS J. Comput., 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)

Dealing with singularities in nonlinear unconstrained optimization - Michel Bierlaire; M. Thémans (Eur. J. Oper. Res., 2009)

An analytic finite capacity queueing network model capturing the propagation of congestion and blocking - Carolina Osorio; Michel Bierlaire (Eur. J. Oper. Res., 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)

UFO: Uncertainty Feature Optimization, an Implicit Paradigm for Problems with Noisy Data - Niklaus Eggenberg; Matteo Salani; Michel Bierlaire (Seventh Cologne Twente Workshop on Graphs and Combinatorial Optimization, gargano, Italy, 13-15 May, 2008, 2008)

Two-stage Column Generation in Container Terminal Management - Ilaria Vacca; Michel Bierlaire; Matteo Salani (Seventh Cologne Twente Workshop on Graphs and Combinatorial Optimization, gargano, Italy, 13-15 May, 2008, 2008)

Modelling human perception of static facial expressions - Matteo Sorci; Jean-Philippe Thiran; Javier Cruz; Thomas Robin; Michel Bierlaire (8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), Amsterdam, The Netherlands, 17-19 September 2008, 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, ICIP 2008, October 12-15, 2008, San Diego, California, USA, 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, AREA 2008, Vancouver, British Columbia, Canada, October 31, 2008, 2008)

A multi-iterate method to solve systems of nonlinear equations - Michel Bierlaire; Frank Crittin; M. Thémans (Eur. J. Oper. Res., 2007)

A theoretical analysis of the cross-nested logit model - Michel Bierlaire (Ann. Oper. Res., 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)

Solving Noisy, Large-Scale Fixed-Point Problems and Systems of Nonlinear Equations - Michel Bierlaire; Frank Crittin (Transp. Sci., 2006)

Discrete Choice Models for Static Facial Expression Recognition - Gianluca Antonini; Matteo Sorci; Michel Bierlaire; Jean-Philippe Thiran (Advanced Concepts for Intelligent Vision Systems, 8th International Conference, ACIVS 2006, Antwerp, Belgium, September 18-21, 2006, Proceedings, 2006)

Decision-Aiding Methodology for the School Bus Routing and Scheduling Problem - Michela Spada; Michel Bierlaire; Thomas M. Liebling (Transp. Sci., 2005)

An Efficient Algorithm for Real-Time Estimation and Prediction of Dynamic OD Tables - Michel Bierlaire; Frank Crittin (Oper. Res., 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, ICIP 2004, Singapore, October 24-27, 2004, 2004)

Automatic Pedestrian Tracking Using Discrete Choice Models and Image Correlation Techniques - Santiago Venegas-Martinez; Gianluca Antonini; Jean-Philippe Thiran; Michel Bierlaire (Machine Learning for Multimodal Interaction, First International Workshop,MLMI 2004, Martigny, Switzerland, June 21-23, 2004, Revised Selected Papers, 2004)

School Bus Routing and Scheduling Problem - Michela Spada; Michel Bierlaire; Thomas M. Liebling (Operations Research Proceedings 2002, Selected Papers of the International Conference on Operations Research (SOR 2002), Klagenfurt, Austria, September 2-5, 2002, 2002)

On The Overspecification of Multinomial and Nested Logit Models Due to Alternative Specific Constants - Michel Bierlaire; Tsippy Lotan; Philippe L. Toint (Transp. Sci., 1997)