Pierre Schaus

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 85

Top Venues

CoRR

CPAIOR

Constraints An Int. J.

Publications

John O. R. Aoga, Juhee Bae, Stefanija Veljanoska, Siegfried Nijssen, Pierre Schaus
Impact of Weather Factors on Migration Intention Using Machine Learning Algorithms. Oper. Res. Forum 5 (1) (2024)
Alexandre Dubray, Pierre Schaus, Siegfried Nijssen
Anytime Weighted Model Counting with Approximation Guarantees for Probabilistic Inference. CP (2024)
Vianney Coppé, Xavier Gillard, Pierre Schaus
Modeling and Exploiting Dominance Rules for Discrete Optimization with Decision Diagrams. CPAIOR (1) (2024)
Harold Silvère Kiossou, Pierre Schaus, Siegfried Nijssen, Gaël Aglin
Efficient Lookahead Decision Trees. IDA (2) (2024)
Bastián Véjar, Gaël Aglin, Ali Irfan Mahmutogullari, Siegfried Nijssen, Pierre Schaus, Tias Guns
An Efficient Structured Perceptron for NP-Hard Combinatorial Optimization Problems. CPAIOR (2) (2024)
Charles Thomas, Pierre Schaus
A Constraint Programming Approach for Aircraft Disassembly Scheduling. CPAIOR (2) (2024)
Auguste Burlats, Pierre Schaus, Cristel Pelsser
An Exploration of Exact Methods for Effective Network Failure Detection and Diagnosis. CPAIOR (1) (2024)
Augustin Delecluse, Pierre Schaus
Black-Box Value Heuristics for Solving Optimization Problems with Constraint Programming (Short Paper). CP (2024)
Vianney Coppé, Xavier Gillard, Pierre Schaus
Boosting Decision Diagram-Based Branch-And-Bound by Pre-Solving with Aggregate Dynamic Programming. CP (2023)
Alexandre Dubray, Pierre Schaus, Siegfried Nijssen
Probabilistic Inference by Projected Weighted Model Counting on Horn Clauses. CP (2023)
Nicolas Golenvaux, Xavier Gillard, Siegfried Nijssen, Pierre Schaus
Partitioning a Map into Homogeneous Contiguous Regions: A Branch-And-Bound Approach Using Decision Diagrams (Short Paper). CP (2023)
Xavier Gillard, Pierre Schaus
Large Neighborhood Search with Decision Diagrams. IJCAI (2022)
Augustin Delecluse, Pierre Schaus, Pascal Van Hentenryck
Sequence Variables for Routing Problems. CP (2022)
Vianney Coppé, Pierre Schaus
A Conflict Avoidance Table for Continuous Conflict-Based Search (Extended Abstract). SOCS (2022)
Alexandre Dubray, Guillaume Derval, Siegfried Nijssen, Pierre Schaus
Optimal Decoding of Hidden Markov Models with Consistency Constraints. DS (2022)
Guillaume Derval, Pierre Schaus
Maximal-Sum submatrix search using a hybrid contraint programming/linear programming approach. Eur. J. Oper. Res. 297 (3) (2022)
Vianney Coppé, Xavier Gillard, Pierre Schaus
Solving the Constrained Single-Row Facility Layout Problem with Decision Diagrams. CP (2022)
Harold Silvère Kiossou, Pierre Schaus, Siegfried Nijssen, Vinasétan Ratheil Houndji
Time Constrained DL8.5 Using Limited Discrepancy Search. ECML/PKDD (5) (2022)
Vianney Coppé, Xavier Gillard, Pierre Schaus
Branch-and-Bound with Barrier: Dominance and Suboptimality Detection for DD-Based Branch-and-Bound. CoRR (2022)
Siegfried Nijssen, Pierre Schaus
From Inductive Databases to DL8.5 (short paper). KDID (2022)
Gaël Aglin, Siegfried Nijssen, Pierre Schaus
Learning Optimal Decision Trees Under Memory Constraints. ECML/PKDD (5) (2022)
Alexandre Dubray, Siegfried Nijssen, Isabelle Thomas, Pierre Schaus
A Seriation Based Framework to Visualize Multiple Aspects of Road Transport from GPS Trajectories. ITSC (2021)
Laurent D. Michel, Pierre Schaus, Pascal Van Hentenryck
MiniCP: a lightweight solver for constraint programming. Math. Program. Comput. 13 (1) (2021)
Alex Mattenet, Ian Davidson, Siegfried Nijssen, Pierre Schaus
Generic Constraint-based Block Modeling using Constraint Programming. J. Artif. Intell. Res. 70 (2021)
Gaël Aglin, Siegfried Nijssen, Pierre Schaus
Assessing Optimal Forests of Decision Trees. ICTAI (2021)
Xavier Gillard, Vianney Coppé, Pierre Schaus, André Augusto Ciré
Improving the Filtering of Branch-and-Bound MDD Solver. CPAIOR (2021)
Xavier Gillard, Vianney Coppé, Pierre Schaus, André Augusto Ciré
Improving the filtering of Branch-And-Bound MDD solver (extended). CoRR (2021)
Hélène Verhaeghe, Siegfried Nijssen, Gilles Pesant, Claude-Guy Quimper, Pierre Schaus
Learning Optimal Decision Trees using Constraint Programming (Extended Abstract). IJCAI (2020)
Alexandre Dubray, Guillaume Derval, Siegfried Nijssen, Pierre Schaus
Mining Constrained Regions of Interest: An Optimization Approach. DS (2020)
Sascha Van Cauwelaert, Cyrille Dejemeppe, Pierre Schaus
An Efficient Filtering Algorithm for the Unary Resource Constraint with Transition Times and Optional Activities. J. Sched. 23 (4) (2020)
Alex Lucía Mattenet, Ian Davidson, Siegfried Nijssen, Pierre Schaus
Constraint Programming for an Efficient and Flexible Block Modeling Solver. AAAI (2020)
Charles Thomas, Roger Kameugne, Pierre Schaus
Insertion Sequence Variables for Hybrid Routing and Scheduling Problems. CPAIOR (2020)
Nicolas Golenvaux, Pablo Gonzalez Alvarez, Harold Silvère Kiossou, Pierre Schaus
An LSTM approach to Predict Migration based on Google Trends. CoRR (2020)
Harold Silvère Kiossou, Yannik Schenk, Frédéric Docquier, Vinasétan Ratheil Houndji, Siegfried Nijssen, Pierre Schaus
Using an interpretable Machine Learning approach to study the drivers of International Migration. CoRR (2020)
John O. R. Aoga, Juhee Bae, Stefanija Veljanoska, Siegfried Nijssen, Pierre Schaus
Impact of weather factors on migration intention using machine learning algorithms. CoRR (2020)
Gaël Aglin, Siegfried Nijssen, Pierre Schaus
PyDL8.5: a Library for Learning Optimal Decision Trees. IJCAI (2020)
Hélène Verhaeghe, Siegfried Nijssen, Gilles Pesant, Claude-Guy Quimper, Pierre Schaus
Learning optimal decision trees using constraint programming. Constraints An Int. J. 25 (3-4) (2020)
Gaël Aglin, Siegfried Nijssen, Pierre Schaus
Learning Optimal Decision Trees Using Caching Branch-and-Bound Search. AAAI (2020)
Xavier Gillard, Pierre Schaus, Vianney Coppé
Ddo, a Generic and Efficient Framework for MDD-Based Optimization. IJCAI (2020)
Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus
Extending Compact-Diagram to Basic Smart Multi-Valued Variable Diagrams. CPAIOR (2019)
Alex Mattenet, Ian Davidson, Siegfried Nijssen, Pierre Schaus
Generic Constraint-Based Block Modeling Using Constraint Programming. CP (2019)
Xavier Gillard, Pierre Schaus, Yves Deville
SolverCheck: Declarative Testing of Constraints. CP (2019)
Guillaume Derval, Frédéric Docquier, Pierre Schaus
An Aggregate Learning Approach for Interpretable Semi-Supervised Population Prediction and Disaggregation Using Ancillary Data. BNAIC/BENELEARN (2019)
Vinasétan Ratheil Houndji, Pierre Schaus, Laurence A. Wolsey
The item dependent stockingcost constraint. Constraints An Int. J. 24 (2) (2019)
Vincent Branders, Pierre Schaus, Pierre Dupont
Identifying gene-specific subgroups: an alternative to biclustering. BMC Bioinform. 20 (1) (2019)
Guillaume Derval, Frédéric Docquier, Pierre Schaus
An aggregate learning approach for interpretable semi-supervised population prediction and disaggregation using ancillary data. CoRR (2019)
Hélène Verhaeghe, Siegfried Nijssen, Gilles Pesant, Claude-Guy Quimper, Pierre Schaus
Learning Optimal Decision Trees Using Constraint Programming. BNAIC/BENELEARN (2019)
Alex Mattenet, Ian Davidson, Siegfried Nijssen, Pierre Schaus
Generic Constraint-Based Block Modeling Using Constraint Programming. BNAIC/BENELEARN (2019)
Mathieu Jadin, Francois Aubry, Pierre Schaus, Olivier Bonaventure
CG4SR: Near Optimal Traffic Engineering for Segment Routing with Column Generation. INFOCOM (2019)
Vincent Branders, Guillaume Derval, Pierre Schaus, Pierre Dupont
Mining a Maximum Weighted Set of Disjoint Submatrices. DS (2019)
John O. R. Aoga, Siegfried Nijssen, Pierre Schaus
Modeling Pattern Set Mining Using Boolean Circuits. CP (2019)
Guillaume Derval, Frédéric Docquier, Pierre Schaus
An Aggregate Learning Approach for Interpretable Semi-supervised Population Prediction and Disaggregation Using Ancillary Data. ECML/PKDD (3) (2019)
Guillaume Derval, Vincent Branders, Pierre Dupont, Pierre Schaus
The Maximum Weighted Submatrix Coverage Problem: A CP Approach. CPAIOR (2019)
Quentin Cappart, John O. R. Aoga, Pierre Schaus
EpisodeSupport: A Global Constraint for Mining Frequent Patterns in a Long Sequence of Events. CPAIOR (2018)
Guillaume Derval, Jean-Charles Régin, Pierre Schaus
Improved filtering for the bin-packing with cardinality constraint. Constraints An Int. J. 23 (3) (2018)
Sascha Van Cauwelaert, Michele Lombardi, Pierre Schaus
How efficient is a global constraint in practice? - A fair experimental framework. Constraints An Int. J. 23 (1) (2018)
Minh Thanh Khong, Christophe Lecoutre, Pierre Schaus, Yves Deville
Soft-Regular with a Prefix-Size Violation Measure. CPAIOR (2018)
Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus
Compact-MDD: Efficiently Filtering (s)MDD Constraints with Reversible Sparse Bit-sets. IJCAI (2018)
Aurélie Massart, Valentin Rombouts, Pierre Schaus
Testing Global Constraints. CoRR (2018)
Charles Thomas, Pierre Schaus
Revisiting the Self-adaptive Large Neighborhood Search. CPAIOR (2018)
John O. R. Aoga, Tias Guns, Siegfried Nijssen, Pierre Schaus
Finding Probabilistic Rule Lists using the Minimum Description Length Principle. DS (2018)
Quentin Cappart, Charles Thomas, Pierre Schaus, Louis-Martin Rousseau
A Constraint Programming Approach for Solving Patient Transportation Problems. CP (2018)
Sascha Van Cauwelaert, Michele Lombardi, Pierre Schaus
A Visual Web Tool to Perform What-If Analysis of Optimization Approaches. CoRR (2017)
Pierre Schaus, John O. R. Aoga, Tias Guns
CoverSize: A Global Constraint for Frequency-Based Itemset Mining. CP (2017)
Vincent Branders, Pierre Schaus, Pierre Dupont
Mining a Sub-Matrix of Maximal Sum. CoRR (2017)
Steven Gay, Pierre Schaus, Stefano Vissicchio
REPETITA: Repeatable Experiments for Performance Evaluation of Traffic-Engineering Algorithms. CoRR (2017)
Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus
Extending Compact-Table to Negative and Short Tables. AAAI (2017)
Sascha Van Cauwelaert, Pierre Schaus
Efficient filtering for the Resource-Cost AllDifferent constraint. Constraints An Int. J. 22 (4) (2017)
Quentin Cappart, Christophe Limbrée, Pierre Schaus, Jean Quilbeuf, Louis-Marie Traonouez, Axel Legay
Verification of Interlocking Systems Using Statistical Model Checking. HASE (2017)
John O. R. Aoga, Tias Guns, Pierre Schaus
Mining Time-constrained Sequential Patterns with Constraint Programming. Constraints An Int. J. 22 (4) (2017)
Hélène Verhaeghe, Christophe Lecoutre, Yves Deville, Pierre Schaus
Extending Compact-Table to Basic Smart Tables. CP (2017)
Vincent Branders, Pierre Schaus, Pierre Dupont
Combinatorial Optimization Algorithms to Mine a Sub-Matrix of Maximal Sum. NFMCP@PKDD/ECML (2017)
Vinasétan Ratheil Houndji, Pierre Schaus, Mahouton Norbert Hounkonnou, Laurence A. Wolsey
The Weighted Arborescence Constraint. CPAIOR (2017)
Minh Thanh Khong, Yves Deville, Pierre Schaus, Christophe Lecoutre
Efficient Reification of Table Constraints. ICTAI (2017)
Quentin Cappart, Pierre Schaus
Rescheduling Railway Traffic on Real Time Situations Using Time-Interval Variables. CPAIOR (2017)
Sascha Van Cauwelaert, Cyrille Dejemeppe, Jean-Noël Monette, Pierre Schaus
Efficient Filtering for the Unary Resource with Family-Based Transition Times. CP (2016)
Quentin Cappart, Christophe Limbrée, Pierre Schaus, Jean Quilbeuf, Louis-Marie Traonouez, Axel Legay
Verification of interlocking systems using statistical model checking. CoRR (2016)
Quentin Cappart, Pierre Schaus
A Dedicated Algorithm for Verification of Interlocking Systems. SAFECOMP (2016)
Anthony Palmieri, Jean-Charles Régin, Pierre Schaus
Parallel Strategies Selection. CP (2016)
Jordan Demeulenaere, Renaud Hartert, Christophe Lecoutre, Guillaume Perez, Laurent Perron, Jean-Charles Régin, Pierre Schaus
Compact-Table: Efficiently Filtering Table Constraints with Reversible Sparse Bit-Sets. CP (2016)
John O. R. Aoga, Tias Guns, Pierre Schaus
An Efficient Algorithm for Mining Frequent Sequence with Constraint Programming. ECML/PKDD (2) (2016)
Cyrille Dejemeppe, Olivier Devolder, Victor Lecomte, Pierre Schaus
Forward-Checking Filtering for Nested Cardinality Constraints: Application to an Energy Cost-Aware Production Planning Problem for Tissue Manufacturing. CPAIOR (2016)
John O. R. Aoga, Tias Guns, Pierre Schaus
An Efficient Algorithm for Mining Frequent Sequence with Constraint Programming. CoRR (2016)
Jordan Demeulenaere, Renaud Hartert, Christophe Lecoutre, Guillaume Perez, Laurent Perron, Jean-Charles Régin, Pierre Schaus
Compact-Table: Efficiently Filtering Table Constraints with Reversible Sparse Bit-Sets. CoRR (2016)
Anthony Palmieri, Jean-Charles Régin, Pierre Schaus
Parallel Strategies Selection. CoRR (2016)
Steven Gay, Renaud Hartert, Pierre Schaus
Time-Table Disjunctive Reasoning for the Cumulative Constraint. CPAIOR (2015)
Sascha Van Cauwelaert, Michele Lombardi, Pierre Schaus
Understanding the Potential of Propagators. CPAIOR (2015)
Cyrille Dejemeppe, Pierre Schaus, Yves Deville
Derivative-Free Optimization: Lifting Single-Objective to Multi-Objective Algorithm. CPAIOR (2015)
Simon Busard, Quentin Cappart, Christophe Limbrée, Charles Pecheur, Pierre Schaus
Verification of railway interlocking systems. ESSS (2015)
Cyrille Dejemeppe, Sascha Van Cauwelaert, Pierre Schaus
The Unary Resource with Transition Times. CP (2015)
Renaud Hartert, Stefano Vissicchio, Pierre Schaus, Olivier Bonaventure, Clarence Filsfils, Thomas Telkamp, Pierre François
A Declarative and Expressive Approach to Control Forwarding Paths in Carrier-Grade Networks. SIGCOMM (2015)
Steven Gay, Renaud Hartert, Pierre Schaus
Simple and Scalable Time-Table Filtering for the Cumulative Constraint. CP (2015)
Steven Gay, Renaud Hartert, Christophe Lecoutre, Pierre Schaus
Conflict Ordering Search for Scheduling Problems. CP (2015)
Clarence Filsfils, Pierre François, Renaud Hartert, Olivier Bonaventure, Pierre Schaus, Stefano Vissicchio, Thomas Telkamp
A Declarative and Expressive Approach to Control Forwarding Paths in Carrier-Grade Networks. Computer Communication Review (2015)
Renaud Hartert, Pierre Schaus, Stefano Vissicchio, Olivier Bonaventure
Solving Segment Routing Problems with Hybrid Constraint Programming Techniques. CP (2015)
Pierre Schaus, Jean-Charles Régin
Bound-consistent spread constraint. EURO J. Comput. Optim. 2 (3) (2014)
Renaud Hartert, Pierre Schaus
A Support-Based Algorithm for the Bi-Objective Pareto Constraint. AAAI (2014)
Michele Lombardi, Pierre Schaus
Cost Impact Guided LNS. CPAIOR (2014)
Vinasétan Ratheil Houndji, Pierre Schaus, Laurence A. Wolsey, Yves Deville
The StockingCost Constraint. CP (2014)
Steven Gay, Pierre Schaus, Vivian De Smedt
Continuous Casting Scheduling with Constraint Programming. CP (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Pierre Schaus