P. Schaus

Most-cited papers

A Declarative and Expressive Approach to Control Forwarding Paths in Carrier-Grade Networks
Renaud Hartert, Stefano Vissicchio, P. Schaus, O. Bonaventure +3 more
2015Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication187 citations Open access
Semantic Scholar
Learning Optimal Decision Trees Using Caching Branch-and-Bound Search
Gaël Aglin, S. Nijssen, P. Schaus
2020AAAI Conference on Artificial Intelligence159 citations Open access
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Learning optimal decision trees using constraint programming
Hélène Verhaeghe, Siegfried Nijssen, Gilles Pesant, Claude-Guy Quimper +1 more
2020Constraints103 citations Open access
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REPETITA: Repeatable Experiments for Performance Evaluation of Traffic-Engineering Algorithms
Steven Gay, P. Schaus, Stefano Vissicchio
2017arXiv.org70 citations
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Compact-Table: Efficiently Filtering Table Constraints with Reversible Sparse Bit-Sets
J. Demeulenaere, Renaud Hartert, Christophe Lecoutre, G. Perez +3 more
2016International Conference on Principles and Practice of Constraint Programming67 citations
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Global migration in the twentieth and twenty-first centuries: the unstoppable force of demography
T. Dao, F. Docquier, M. Maurel, P. Schaus
2021Review of World Economics55 citations Open access
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CG4SR: Near Optimal Traffic Engineering for Segment Routing with Column Generation
M. Jadin, François Aubry, P. Schaus, O. Bonaventure
2019IEEE Conference on Computer Communications43 citations Open access
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Conflict Ordering Search for Scheduling Problems
Steven Gay, Renaud Hartert, Christophe Lecoutre, P. Schaus
2015International Conference on Principles and Practice of Constraint Programming40 citations
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PyDL8.5: a Library for Learning Optimal Decision Trees
Gaël Aglin, S. Nijssen, P. Schaus
2020International Joint Conference on Artificial Intelligence37 citations Open access
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CoverSize: A Global Constraint for Frequency-Based Itemset Mining
P. Schaus, John Oscar Raoul Aoga, Tias Guns
2017International Conference on Principles and Practice of Constraint Programming36 citations Open access
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Verification of Interlocking Systems Using Statistical Model Checking
Quentin Cappart, Christophe Limbrée, P. Schaus, J. Quilbeuf +2 more
2016IEEE International Symposium on High-Assurance Systems Engineering30 citations Open access
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Cross-border mobility responses to COVID-19 in Europe: new evidence from facebook data
F. Docquier, Nicolas Golenvaux, S. Nijssen, P. Schaus +1 more
2021Globalization and Health29 citations Open access
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SolverCheck: Declarative Testing of Constraints
Xavier Gillard, P. Schaus, Y. Deville
2019International Conference on Principles and Practice of Constraint Programming28 citations Open access
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Compact-MDD: Efficiently Filtering (s)MDD Constraints with Reversible Sparse Bit-sets
Hélène Verhaeghe, Christophe Lecoutre, P. Schaus
2018International Joint Conference on Artificial Intelligence28 citations Open access
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Verification of railway interlocking systems
Simon Busard, Quentin Cappart, Christophe Limbrée, C. Pecheur +1 more
2015ESSS28 citations Open access
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Ddo, a Generic and Efficient Framework for MDD-Based Optimization
Xavier Gillard, P. Schaus, Vianney Coppé
2020International Joint Conference on Artificial Intelligence26 citations Open access
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Extending Compact-Table to Negative and Short Tables
Hélène Verhaeghe, Christophe Lecoutre, P. Schaus
2017AAAI Conference on Artificial Intelligence26 citations Open access
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Simple and Scalable Time-Table Filtering for the Cumulative Constraint
Steven Gay, Renaud Hartert, P. Schaus
2015International Conference on Principles and Practice of Constraint Programming26 citations
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An Efficient Algorithm for Mining Frequent Sequence with Constraint Programming
John Oscar Raoul Aoga, Tias Guns, P. Schaus
2016ECML/PKDD23 citations Open access
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Mining Time-constrained Sequential Patterns with Constraint Programming
John Oscar Raoul Aoga, Tias Guns, P. Schaus
2017Constraints22 citations Open access
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Global Migration in the 20th and 21st Centuries: the Unstoppable Force of Demography
T. Dao, F. Docquier, M. Maurel, P. Schaus
201821 citations
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Extending Compact-Table to Basic Smart Tables
Hélène Verhaeghe, Christophe Lecoutre, Y. Deville, P. Schaus
2017International Conference on Principles and Practice of Constraint Programming21 citations Open access
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Improving the filtering of Branch-And-Bound MDD solver (extended)
Xavier Gillard, Vianney Copp'e, P. Schaus, A. Ciré
2021Integration of AI and OR Techniques in Constraint Programming20 citations Open access
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An LSTM approach to Forecast Migration using Google Trends
Nicolas Golenvaux, P. Alvarez, H. Kiossou, P. Schaus
202017 citations
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A Constraint Programming Approach for Solving Patient Transportation Problems
Quentin Cappart, Charles Thomas, P. Schaus, Louis-Martin Rousseau
2018International Conference on Principles and Practice of Constraint Programming17 citations Open access
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Parallel Strategies Selection
Anthony Palmieri, Jean-Charles Régin, P. Schaus
2016International Conference on Principles and Practice of Constraint Programming17 citations
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Understanding the Potential of Propagators
Sascha Van Cauwelaert, M. Lombardi, P. Schaus
2015Integration of AI and OR Techniques in Constraint Programming17 citations
Semantic Scholar
Revisiting the Self-adaptive Large Neighborhood Search
Charles Thomas, P. Schaus
2018Integration of AI and OR Techniques in Constraint Programming16 citations
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Impact of Weather Factors on Migration Intention Using Machine Learning Algorithms
John Oscar Raoul Aoga, Juhee Bae, Stefanija Veljanoska, S. Nijssen +1 more
2020Operations Research Forum13 citations Open access
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Extending Compact-Diagram to Basic Smart Multi-Valued Variable Diagrams
Hélène Verhaeghe, Christophe Lecoutre, P. Schaus
2019Integration of AI and OR Techniques in Constraint Programming11 citations Open access
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Time-Table Disjunctive Reasoning for the Cumulative Constraint
Steven Gay, Renaud Hartert, P. Schaus
2015Integration of AI and OR Techniques in Constraint Programming11 citations
Semantic Scholar
Decision Diagram-Based Branch-and-Bound with Caching for Dominance and Suboptimality Detection
Vianney Coppé, Xavier Gillard, P. Schaus
2022INFORMS journal on computing10 citations Open access
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Investigating the drivers of the spatio-temporal heterogeneity in COVID-19 hospital incidence—Belgium as a study case
S. Dellicour, C. Linard, N. Van Goethem, D. Da Re +8 more
2021International Journal of Health Geographics10 citations Open access
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Time Constrained DL8.5 Using Limited Discrepancy Search
H. Kiossou, P. Schaus, S. Nijssen, Vinasétan Ratheil Houndji
2022ECML/PKDD9 citations Open access
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The Unary Resource with Transition Times
Cyrille Dejemeppe, Sascha Van Cauwelaert, P. Schaus
2015International Conference on Principles and Practice of Constraint Programming9 citations
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Probabilistic Inference by Projected Weighted Model Counting on Horn Clauses
Alexandre Dubray, P. Schaus, Siegfried Nijssen
2023International Conference on Principles and Practice of Constraint Programming8 citations
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Large Neighborhood Search with Decision Diagrams
Xavier Gillard, P. Schaus
2022International Joint Conference on Artificial Intelligence8 citations Open access
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Finding Probabilistic Rule Lists using the Minimum Description Length Principle
John Oscar Raoul Aoga, Tias Guns, S. Nijssen, P. Schaus
2018IFIP Working Conference on Database Semantics7 citations Open access
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A Visual Web Tool to Perform What-If Analysis of Optimization Approaches
Sascha Van Cauwelaert, M. Lombardi, P. Schaus
2017arXiv.org7 citations
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Combinatorial Optimization Algorithms to Mine a Sub-Matrix of Maximal Sum
Vincent Branders, P. Schaus, Pierre Dupont
2017NFMCP@PKDD/ECML7 citations
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Anytime Weighted Model Counting with Approximation Guarantees for Probabilistic Inference
Alexandre Dubray, P. Schaus, Siegfried Nijssen
2024International Conference on Principles and Practice of Constraint Programming6 citations
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Learning Optimal Decision Trees Under Memory Constraints
Gaël Aglin, S. Nijssen, P. Schaus
2022ECML/PKDD6 citations Open access
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Identifying gene-specific subgroups: an alternative to biclustering
Vincent Branders, P. Schaus, Pierre Dupont
2019BMC Bioinformatics6 citations Open access
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Rescheduling Railway Traffic on Real Time Situations Using Time-Interval Variables
Quentin Cappart, P. Schaus
2017Integration of AI and OR Techniques in Constraint Programming6 citations Open access
Semantic Scholar
Solving the Constrained Single-Row Facility Layout Problem with Decision Diagrams
Vianney Coppé, Xavier Gillard, P. Schaus
2022International Conference on Principles and Practice of Constraint Programming5 citations
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Generic Constraint-Based Block Modeling Using Constraint Programming
Alex Mattenet, I. Davidson, S. Nijssen, P. Schaus
2019BNAIC/BENELEARN5 citations Open access
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Mining a Sub-Matrix of Maximal Sum
Vincent Branders, P. Schaus, Pierre Dupont
2017European Conference on Principles of Data Mining and Knowledge Discovery5 citations
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A Dedicated Algorithm for Verification of Interlocking Systems
Quentin Cappart, P. Schaus
2016International Conference on Computer Safety, Reliability, and Security5 citations Open access
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Anytime Optimal Decision Tree Learning with Continuous Features
H. Kiossou, P. Schaus, Siegfried Nijssen
2026arXiv.org4 citations
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Sequence Variables for Routing Problems
Augustin Delecluse, P. Schaus, Pascal Van Hentenryck
2022International Conference on Principles and Practice of Constraint Programming4 citations
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