Pierre Schaus

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

An Efficient Structured Perceptron for NP-Hard Combinatorial Optimization Problems.

[BibT_eX]

[DOI]

Bastián Véjar

Ali Irfan Mahmutogullari

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2024

A Constraint Programming Approach for Aircraft Disassembly Scheduling.

[BibT_eX]

[DOI]

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2024

Modeling and Exploiting Dominance Rules for Discrete Optimization with Decision Diagrams.

[BibT_eX]

[DOI]

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2024

An Exploration of Exact Methods for Effective Network Failure Detection and Diagnosis.

[BibT_eX]

[DOI]

Auguste Burlats

Cristel Pelsser

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2024

Anytime Weighted Model Counting with Approximation Guarantees for Probabilistic Inference.

[BibT_eX]

[DOI]

Alexandre Dubray

Proceedings of the 30th International Conference on Principles and Practice of Constraint Programming, 2024

Black-Box Value Heuristics for Solving Optimization Problems with Constraint Programming (Short Paper).

[BibT_eX]

[DOI]

Augustin Delecluse

Proceedings of the 30th International Conference on Principles and Practice of Constraint Programming, 2024

2023

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

[BibT_eX]

[DOI]

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

Probabilistic Inference by Projected Weighted Model Counting on Horn Clauses.

[BibT_eX]

[DOI]

Alexandre Dubray

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Guillaume Derval

Eur. J. Oper. Res., 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Symposium on Combinatorial Search, 2022

Time Constrained DL8.5 Using Limited Discrepancy Search.

[BibT_eX]

[DOI]

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

Learning Optimal Decision Trees Under Memory Constraints.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Optimal Decoding of Hidden Markov Models with Consistency Constraints.

[BibT_eX]

[DOI]

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

Sequence Variables for Routing Problems.

[BibT_eX]

[DOI]

Augustin Delecluse

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.

[BibT_eX]

[DOI]

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

2021

MiniCP: a lightweight solver for constraint programming.

[BibT_eX]

[DOI]

Laurent D. Michel

Math. Program. Comput., 2021

Generic Constraint-based Block Modeling using Constraint Programming.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

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

Assessing Optimal Forests of Decision Trees.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. Sched., 2020

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

[BibT_eX]

[DOI]

Yannik Schenk

Frédéric Docquier

CoRR, 2020

An LSTM approach to Predict Migration based on Google Trends.

[BibT_eX]

[DOI]

Nicolas Golenvaux

Pablo Gonzalez Alvarez

CoRR, 2020

Learning optimal decision trees using constraint programming.

[BibT_eX]

[DOI]

Constraints An Int. J., 2020

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Mining Constrained Regions of Interest: An Optimization Approach.

[BibT_eX]

[DOI]

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

Insertion Sequence Variables for Hybrid Routing and Scheduling Problems.

[BibT_eX]

[DOI]

Roger Kameugne

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

Constraint Programming for an Efficient and Flexible Block Modeling Solver.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2019

The item dependent stockingcost constraint.

[BibT_eX]

[DOI]

Laurence A. Wolsey

Constraints An Int. J., 2019

Identifying gene-specific subgroups: an alternative to biclustering.

[BibT_eX]

[DOI]

Vincent Branders

BMC Bioinform., 2019

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

[BibT_eX]

[DOI]

Guillaume Derval

Frédéric Docquier

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

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

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Mining a Maximum Weighted Set of Disjoint Submatrices.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Hélène Verhaeghe

Christophe Lecoutre

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

The Maximum Weighted Submatrix Coverage Problem: A CP Approach.

[BibT_eX]

[DOI]

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

SolverCheck: Declarative Testing of Constraints.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2019

Modeling Pattern Set Mining Using Boolean Circuits.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2019

2018

Testing Global Constraints.

[BibT_eX]

[DOI]

Aurélie Massart

Valentin Rombouts

CoRR, 2018

Improved filtering for the bin-packing with cardinality constraint.

[BibT_eX]

[DOI]

Guillaume Derval

Constraints An Int. J., 2018

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

[BibT_eX]

[DOI]

Constraints An Int. J., 2018

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

[BibT_eX]

[DOI]

Hélène Verhaeghe

Christophe Lecoutre

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

Finding Probabilistic Rule Lists using the Minimum Description Length Principle.

[BibT_eX]

[DOI]

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

Revisiting the Self-adaptive Large Neighborhood Search.

[BibT_eX]

[DOI]

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

Soft-Regular with a Prefix-Size Violation Measure.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

A Constraint Programming Approach for Solving Patient Transportation Problems.

[BibT_eX]

[DOI]

Louis-Martin Rousseau

Proceedings of the Principles and Practice of Constraint Programming, 2018

2017

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

[BibT_eX]

[DOI]

Stefano Vissicchio

CoRR, 2017

Mining a Sub-Matrix of Maximal Sum.

[BibT_eX]

[DOI]

Vincent Branders

CoRR, 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

Efficient filtering for the Resource-Cost AllDifferent constraint.

[BibT_eX]

[DOI]

Constraints An Int. J., 2017

Mining Time-constrained Sequential Patterns with Constraint Programming.

[BibT_eX]

[DOI]

Constraints An Int. J., 2017

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

[BibT_eX]

[DOI]

Vincent Branders

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

Efficient Reification of Table Constraints.

[BibT_eX]

[DOI]

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

Verification of Interlocking Systems Using Statistical Model Checking.

[BibT_eX]

[DOI]

Louis-Marie Traonouez

Axel Legay

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

The Weighted Arborescence Constraint.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Extending Compact-Table to Basic Smart Tables.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2017

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

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2017

Extending Compact-Table to Negative and Short Tables.

[BibT_eX]

[DOI]

Hélène Verhaeghe

Christophe Lecoutre

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

2016

A Dedicated Algorithm for Verification of Interlocking Systems.

[BibT_eX]

[DOI]

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

An Efficient Algorithm for Mining Frequent Sequence with Constraint Programming.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Parallel Strategies Selection.

[BibT_eX]

[DOI]

Anthony Palmieri

Proceedings of the Principles and Practice of Constraint Programming, 2016

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

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2016

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

[BibT_eX]

[DOI]

Jean-Noël Monette

Proceedings of the Principles and Practice of Constraint Programming, 2016

2015

Verification of railway interlocking systems.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Time-Table Disjunctive Reasoning for the Cumulative Constraint.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Understanding the Potential of Propagators.

[BibT_eX]

[DOI]

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

Solving Segment Routing Problems with Hybrid Constraint Programming Techniques.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2015

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

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2015

Conflict Ordering Search for Scheduling Problems.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2015

The Unary Resource with Transition Times.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2015

2014

Bound-consistent spread constraint.

[BibT_eX]

[DOI]

EURO J. Comput. Optim., 2014

Cost Impact Guided LNS.

[BibT_eX]

[DOI]

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

The StockingCost Constraint.

[BibT_eX]

[DOI]

Laurence A. Wolsey

Proceedings of the Principles and Practice of Constraint Programming, 2014

Continuous Casting Scheduling with Constraint Programming.

[BibT_eX]

[DOI]

Vivian De Smedt

Proceedings of the Principles and Practice of Constraint Programming, 2014

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Multi-Objective Large Neighborhood Search.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2013

Revisiting the Cardinality Reasoning for BinPacking Constraint.

[BibT_eX]

[DOI]

François Pelsser

Proceedings of the Principles and Practice of Constraint Programming, 2013

2012

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

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2012

2011

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

[BibT_eX]

[DOI]

Constraints An Int. J., 2011

2010

Revisiting the Soft Global Cardinality Constraint.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Julien Dupuis

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2007

The Deviation Constraint.

[BibT_eX]

[DOI]

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

Bound-Consistent Deviation Constraint.

[BibT_eX]

[DOI]