Pierre Schaus

According to our database, Pierre Schaus authored at least 93 papers between 2007 and 2024.

Collaborative distances:

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

2024

Impact of Weather Factors on Migration Intention Using Machine Learning Algorithms.

John O. R. Aoga, Juhee Bae, Stefanija Veljanoska, Siegfried Nijssen, Pierre Schaus

Oper. Res. Forum, March, 2024

2023

Partitioning a Map into Homogeneous Contiguous Regions: A Branch-And-Bound Approach Using Decision Diagrams (Short Paper).

Nicolas Golenvaux, Xavier Gillard, Siegfried Nijssen, Pierre Schaus

Proceedings of the 29th International Conference on Principles and Practice of Constraint Programming, 2023

Probabilistic Inference by Projected Weighted Model Counting on Horn Clauses.

Alexandre Dubray, Pierre Schaus, Siegfried Nijssen

Proceedings of the 29th International Conference on Principles and Practice of Constraint Programming, 2023

Boosting Decision Diagram-Based Branch-And-Bound by Pre-Solving with Aggregate Dynamic Programming.

Vianney Coppé, Xavier Gillard, Pierre Schaus

Proceedings of the 29th International Conference on Principles and Practice of Constraint Programming, 2023

2022

Maximal-Sum submatrix search using a hybrid contraint programming/linear programming approach.

Guillaume Derval, Pierre Schaus

Eur. J. Oper. Res., 2022

Branch-and-Bound with Barrier: Dominance and Suboptimality Detection for DD-Based Branch-and-Bound.

Vianney Coppé, Xavier Gillard, Pierre Schaus

CoRR, 2022

A Conflict Avoidance Table for Continuous Conflict-Based Search (Extended Abstract).

Vianney Coppé, Pierre Schaus

Proceedings of the Fifteenth International Symposium on Combinatorial Search, 2022

Time Constrained DL8.5 Using Limited Discrepancy Search.

Harold Silvère Kiossou, Pierre Schaus, Siegfried Nijssen, Vinasétan Ratheil Houndji

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Learning Optimal Decision Trees Under Memory Constraints.

Gaël Aglin, Siegfried Nijssen, Pierre Schaus

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

From Inductive Databases to DL8.5 (short paper).

Siegfried Nijssen, Pierre Schaus

Proceedings of the 20th anniversary Workshop on Knowledge Discovery in Inductive Databases co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2022 (ECMLPKDD 2022), 2022

Large Neighborhood Search with Decision Diagrams.

Xavier Gillard, Pierre Schaus

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Optimal Decoding of Hidden Markov Models with Consistency Constraints.

Alexandre Dubray, Guillaume Derval, Siegfried Nijssen, Pierre Schaus

Proceedings of the Discovery Science - 25th International Conference, 2022

Sequence Variables for Routing Problems.

Augustin Delecluse, Pierre Schaus, Pascal Van Hentenryck

Proceedings of the 28th International Conference on Principles and Practice of Constraint Programming, 2022

Solving the Constrained Single-Row Facility Layout Problem with Decision Diagrams.

Vianney Coppé, Xavier Gillard, Pierre Schaus

Proceedings of the 28th International Conference on Principles and Practice of Constraint Programming, 2022

2021

MiniCP: a lightweight solver for constraint programming.

Laurent D. Michel, Pierre Schaus, Pascal Van Hentenryck

Math. Program. Comput., 2021

Generic Constraint-based Block Modeling using Constraint Programming.

Alex Mattenet, Ian Davidson, Siegfried Nijssen, Pierre Schaus

J. Artif. Intell. Res., 2021

Improving the filtering of Branch-And-Bound MDD solver (extended).

Xavier Gillard, Vianney Coppé, Pierre Schaus, André Augusto Ciré

CoRR, 2021

A Seriation Based Framework to Visualize Multiple Aspects of Road Transport from GPS Trajectories.

Alexandre Dubray, Siegfried Nijssen, Isabelle Thomas, Pierre Schaus

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Assessing Optimal Forests of Decision Trees.

Gaël Aglin, Siegfried Nijssen, Pierre Schaus

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Improving the Filtering of Branch-and-Bound MDD Solver.

Xavier Gillard, Vianney Coppé, Pierre Schaus, André Augusto Ciré

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2021

2020

An Efficient Filtering Algorithm for the Unary Resource Constraint with Transition Times and Optional Activities.

Sascha Van Cauwelaert, Cyrille Dejemeppe, Pierre Schaus

J. Sched., 2020

Using an interpretable Machine Learning approach to study the drivers of International Migration.

Harold Silvère Kiossou, Yannik Schenk, Frédéric Docquier, Vinasétan Ratheil Houndji, Siegfried Nijssen, Pierre Schaus

CoRR, 2020

An LSTM approach to Predict Migration based on Google Trends.

Nicolas Golenvaux, Pablo Gonzalez Alvarez, Harold Silvère Kiossou, Pierre Schaus

CoRR, 2020

Learning optimal decision trees using constraint programming.

Hélène Verhaeghe, Siegfried Nijssen, Gilles Pesant, Claude-Guy Quimper, Pierre Schaus

Constraints An Int. J., 2020

Learning Optimal Decision Trees using Constraint Programming (Extended Abstract).

Hélène Verhaeghe, Siegfried Nijssen, Gilles Pesant, Claude-Guy Quimper, Pierre Schaus

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Ddo, a Generic and Efficient Framework for MDD-Based Optimization.

Xavier Gillard, Pierre Schaus, Vianney Coppé

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

PyDL8.5: a Library for Learning Optimal Decision Trees.

Gaël Aglin, Siegfried Nijssen, Pierre Schaus

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Mining Constrained Regions of Interest: An Optimization Approach.

Alexandre Dubray, Guillaume Derval, Siegfried Nijssen, Pierre Schaus

Proceedings of the Discovery Science - 23rd International Conference, 2020

Insertion Sequence Variables for Hybrid Routing and Scheduling Problems.

Charles Thomas, Roger Kameugne, Pierre Schaus

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2020

Constraint Programming for an Efficient and Flexible Block Modeling Solver.

Alex Lucía Mattenet, Ian Davidson, Siegfried Nijssen, Pierre Schaus

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Learning Optimal Decision Trees Using Caching Branch-and-Bound Search.

Gaël Aglin, Siegfried Nijssen, Pierre Schaus

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

The item dependent stockingcost constraint.

Vinasétan Ratheil Houndji, Pierre Schaus, Laurence A. Wolsey

Constraints An Int. J., 2019

Identifying gene-specific subgroups: an alternative to biclustering.

Vincent Branders, Pierre Schaus, Pierre Dupont

BMC Bioinform., 2019

An Aggregate Learning Approach for Interpretable Semi-supervised Population Prediction and Disaggregation Using Ancillary Data.

Guillaume Derval, Frédéric Docquier, Pierre Schaus

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

CG4SR: Near Optimal Traffic Engineering for Segment Routing with Column Generation.

Mathieu Jadin, Francois Aubry, Pierre Schaus, Olivier Bonaventure

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Mining a Maximum Weighted Set of Disjoint Submatrices.

Vincent Branders, Guillaume Derval, Pierre Schaus, Pierre Dupont

Proceedings of the Discovery Science - 22nd International Conference, 2019

Extending Compact-Diagram to Basic Smart Multi-Valued Variable Diagrams.

Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2019

The Maximum Weighted Submatrix Coverage Problem: A CP Approach.

Guillaume Derval, Vincent Branders, Pierre Dupont, Pierre Schaus

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2019

SolverCheck: Declarative Testing of Constraints.

Xavier Gillard, Pierre Schaus, Yves Deville

Proceedings of the Principles and Practice of Constraint Programming, 2019

Modeling Pattern Set Mining Using Boolean Circuits.

John O. R. Aoga, Siegfried Nijssen, Pierre Schaus

Proceedings of the Principles and Practice of Constraint Programming, 2019

2018

Testing Global Constraints.

Aurélie Massart, Valentin Rombouts, Pierre Schaus

CoRR, 2018

Improved filtering for the bin-packing with cardinality constraint.

Guillaume Derval, Jean-Charles Régin, Pierre Schaus

Constraints An Int. J., 2018

How efficient is a global constraint in practice? - A fair experimental framework.

Sascha Van Cauwelaert, Michele Lombardi, Pierre Schaus

Constraints An Int. J., 2018

Compact-MDD: Efficiently Filtering (s)MDD Constraints with Reversible Sparse Bit-sets.

Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Finding Probabilistic Rule Lists using the Minimum Description Length Principle.

John O. R. Aoga, Tias Guns, Siegfried Nijssen, Pierre Schaus

Proceedings of the Discovery Science - 21st International Conference, 2018

Revisiting the Self-adaptive Large Neighborhood Search.

Charles Thomas, Pierre Schaus

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018

Soft-Regular with a Prefix-Size Violation Measure.

Minh Thanh Khong, Christophe Lecoutre, Pierre Schaus, Yves Deville

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018

EpisodeSupport: A Global Constraint for Mining Frequent Patterns in a Long Sequence of Events.

Quentin Cappart, John O. R. Aoga, Pierre Schaus

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018

A Constraint Programming Approach for Solving Patient Transportation Problems.

Quentin Cappart, Charles Thomas, Pierre Schaus, Louis-Martin Rousseau

Proceedings of the Principles and Practice of Constraint Programming, 2018

2017

REPETITA: Repeatable Experiments for Performance Evaluation of Traffic-Engineering Algorithms.

Steven Gay, Pierre Schaus, Stefano Vissicchio

CoRR, 2017

Mining a Sub-Matrix of Maximal Sum.

Vincent Branders, Pierre Schaus, Pierre Dupont

CoRR, 2017

A Visual Web Tool to Perform What-If Analysis of Optimization Approaches.

Sascha Van Cauwelaert, Michele Lombardi, Pierre Schaus

CoRR, 2017

Efficient filtering for the Resource-Cost AllDifferent constraint.

Sascha Van Cauwelaert, Pierre Schaus

Constraints An Int. J., 2017

Mining Time-constrained Sequential Patterns with Constraint Programming.

John O. R. Aoga, Tias Guns, Pierre Schaus

Constraints An Int. J., 2017

Combinatorial Optimization Algorithms to Mine a Sub-Matrix of Maximal Sum.

Vincent Branders, Pierre Schaus, Pierre Dupont

Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017

Efficient Reification of Table Constraints.

Minh Thanh Khong, Yves Deville, Pierre Schaus, Christophe Lecoutre

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Verification of Interlocking Systems Using Statistical Model Checking.

Quentin Cappart, Christophe Limbrée, Pierre Schaus, Jean Quilbeuf, Louis-Marie Traonouez, Axel Legay

Proceedings of the 18th IEEE International Symposium on High Assurance Systems Engineering, 2017

The Weighted Arborescence Constraint.

Vinasétan Ratheil Houndji, Pierre Schaus, Mahouton Norbert Hounkonnou, Laurence A. Wolsey

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2017

Rescheduling Railway Traffic on Real Time Situations Using Time-Interval Variables.

Quentin Cappart, Pierre Schaus

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2017

Extending Compact-Table to Basic Smart Tables.

Hélène Verhaeghe, Christophe Lecoutre, Yves Deville, Pierre Schaus

Proceedings of the Principles and Practice of Constraint Programming, 2017

CoverSize: A Global Constraint for Frequency-Based Itemset Mining.

Pierre Schaus, John O. R. Aoga, Tias Guns

Proceedings of the Principles and Practice of Constraint Programming, 2017

Extending Compact-Table to Negative and Short Tables.

Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

A Dedicated Algorithm for Verification of Interlocking Systems.

Quentin Cappart, Pierre Schaus

Proceedings of the Computer Safety, Reliability, and Security, 2016

An Efficient Algorithm for Mining Frequent Sequence with Constraint Programming.

John O. R. Aoga, Tias Guns, Pierre Schaus

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Forward-Checking Filtering for Nested Cardinality Constraints: Application to an Energy Cost-Aware Production Planning Problem for Tissue Manufacturing.

Cyrille Dejemeppe, Olivier Devolder, Victor Lecomte, Pierre Schaus

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2016

Parallel Strategies Selection.

Anthony Palmieri, Jean-Charles Régin, Pierre Schaus

Proceedings of the Principles and Practice of Constraint Programming, 2016

Compact-Table: Efficiently Filtering Table Constraints with Reversible Sparse Bit-Sets.

Jordan Demeulenaere, Renaud Hartert, Christophe Lecoutre, Guillaume Perez, Laurent Perron, Jean-Charles Régin, Pierre Schaus

Proceedings of the Principles and Practice of Constraint Programming, 2016

Efficient Filtering for the Unary Resource with Family-Based Transition Times.

Sascha Van Cauwelaert, Cyrille Dejemeppe, Jean-Noël Monette, Pierre Schaus

Proceedings of the Principles and Practice of Constraint Programming, 2016

2015

Verification of railway interlocking systems.

Simon Busard, Quentin Cappart, Christophe Limbrée, Charles Pecheur, Pierre Schaus

Proceedings of the Proceedings 4th International Workshop on Engineering Safety and Security Systems, 2015

A Declarative and Expressive Approach to Control Forwarding Paths in Carrier-Grade Networks.

Renaud Hartert, Stefano Vissicchio, Pierre Schaus, Olivier Bonaventure, Clarence Filsfils, Thomas Telkamp, Pierre François

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Time-Table Disjunctive Reasoning for the Cumulative Constraint.

Steven Gay, Renaud Hartert, Pierre Schaus

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2015

Derivative-Free Optimization: Lifting Single-Objective to Multi-Objective Algorithm.

Cyrille Dejemeppe, Pierre Schaus, Yves Deville

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2015

Understanding the Potential of Propagators.

Sascha Van Cauwelaert, Michele Lombardi, Pierre Schaus

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2015

Solving Segment Routing Problems with Hybrid Constraint Programming Techniques.

Renaud Hartert, Pierre Schaus, Stefano Vissicchio, Olivier Bonaventure

Proceedings of the Principles and Practice of Constraint Programming, 2015

Simple and Scalable Time-Table Filtering for the Cumulative Constraint.

Steven Gay, Renaud Hartert, Pierre Schaus

Proceedings of the Principles and Practice of Constraint Programming, 2015

Conflict Ordering Search for Scheduling Problems.

Steven Gay, Renaud Hartert, Christophe Lecoutre, Pierre Schaus

Proceedings of the Principles and Practice of Constraint Programming, 2015

The Unary Resource with Transition Times.

Cyrille Dejemeppe, Sascha Van Cauwelaert, Pierre Schaus

Proceedings of the Principles and Practice of Constraint Programming, 2015

2014

Bound-consistent spread constraint.

Pierre Schaus, Jean-Charles Régin

EURO J. Comput. Optim., 2014

Cost Impact Guided LNS.

Michele Lombardi, Pierre Schaus

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014

The StockingCost Constraint.

Vinasétan Ratheil Houndji, Pierre Schaus, Laurence A. Wolsey, Yves Deville

Proceedings of the Principles and Practice of Constraint Programming, 2014

Continuous Casting Scheduling with Constraint Programming.

Steven Gay, Pierre Schaus, Vivian De Smedt

Proceedings of the Principles and Practice of Constraint Programming, 2014

A Support-Based Algorithm for the Bi-Objective Pareto Constraint.

Renaud Hartert, Pierre Schaus

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Variable Objective Large Neighborhood Search: A Practical Approach to Solve Over-Constrained Problems.

Pierre Schaus

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Multi-Objective Large Neighborhood Search.

Pierre Schaus, Renaud Hartert

Proceedings of the Principles and Practice of Constraint Programming, 2013

Revisiting the Cardinality Reasoning for BinPacking Constraint.

François Pelsser, Pierre Schaus, Jean-Charles Régin

Proceedings of the Principles and Practice of Constraint Programming, 2013

2012

Cardinality Reasoning for Bin-Packing Constraint: Application to a Tank Allocation Problem.

Pierre Schaus, Jean-Charles Régin, Rowan Van Schaeren, Wout Dullaert, Birger Raa

Proceedings of the Principles and Practice of Constraint Programming, 2012

2011

Solving Steel Mill Slab Problems with constraint-based techniques: CP, LNS, and CBLS.

Pierre Schaus, Pascal Van Hentenryck, Jean-Noël Monette, Carleton Coffrin, Laurent Michel, Yves Deville

Constraints An Int. J., 2011

2010

Revisiting the Soft Global Cardinality Constraint.

Pierre Schaus, Pascal Van Hentenryck, Alessandro Zanarini

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2010

Consistency Check for the Bin Packing Constraint Revisited.

Julien Dupuis, Pierre Schaus, Yves Deville

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2010

2009

Scalable Load Balancing in Nurse to Patient Assignment Problems.

Pierre Schaus, Pascal Van Hentenryck, Jean-Charles Régin

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2009

2008

A Global Constraint for Bin-Packing with Precedences: Application to the Assembly Line Balancing Problem.

Pierre Schaus, Yves Deville

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

The Deviation Constraint.

Pierre Schaus, Yves Deville, Pierre Dupont, Jean-Charles Régin

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2007

Bound-Consistent Deviation Constraint.

Pierre Schaus, Yves Deville, Pierre Dupont

Proceedings of the Principles and Practice of Constraint Programming, 2007