Samir Loudni

Orcid: 0000-0001-6245-7661

According to our database1, Samir Loudni authored at least 73 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Mining diverse sets of patterns with constraint programming using the pairwise Jaccard similarity relaxation.
Constraints An Int. J., June, 2024

Learning to Rank Based on Choquet Integral: Application to Association Rules.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Fouille Interactive de Motifs à Haute Utilité.
Proceedings of the Extraction et Gestion des Connaissances, 2024

Nouveaux Descripteurs Discriminants pour la Fouille Interactive de Motifs.
Proceedings of the Extraction et Gestion des Connaissances, 2024

Échantillonnage d'ensemble de motifs diversifiés par compression locale.
Proceedings of the Extraction et Gestion des Connaissances, 2024

2023
A Java Library for Itemset Mining with Choco-solver.
J. Open Source Softw., September, 2023

An efficient heuristic approach combining maximal itemsets and area measure for compressing voluminous table constraints.
J. Supercomput., 2023

Boosting the Learning for Ranking Patterns.
Algorithms, 2023

Interactive Pattern Mining Using Discriminant Sub-patterns as Dynamic Features.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Fouille de motifs sans seuil par optimisation multi-objectifs : Application aux règles d'association.
Proceedings of the Extraction et Gestion des Connaissances, 2023

Incremental Constrained Clustering by Minimal Weighted Modification.
Proceedings of the 29th International Conference on Principles and Practice of Constraint Programming, 2023

2022
Exploiting complex pattern features for interactive pattern mining.
CoRR, 2022

Threshold-free Pattern Mining Meets Multi-Objective Optimization: Application to Association Rules.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Une méthode d'apprentissage par optimisation multicritère pour le rangement de motifs en fouille de données.
Proceedings of the Extraction et Gestion des Connaissances, 2022

2020
Variable neighborhood search for graphical model energy minimization.
Artif. Intell., 2020

A Relaxation-Based Approach for Mining Diverse Closed Patterns.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Exploitation des techniques de fouille de données pour la compression de contraintes table.
Proceedings of the Extraction et Gestion des Connaissances, 2020

2019
Compressing and Querying Skypattern Cubes.
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019

Exploiting Data Mining Techniques for Compressing Table Constraints.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

A Multiple Fault Localization Approach Based on Multicriteria Analytical Hierarchy Process.
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019

2018
Interval graph mining.
Int. J. Data Min. Model. Manag., 2018

Equitable Conceptual Clustering Using OWA Operator.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

2017
Prefix-projection global constraint and top-k approach for sequential pattern mining.
Constraints An Int. J., 2017

Fault localization using itemset mining under constraints.
Autom. Softw. Eng., 2017

Skypattern mining: From pattern condensed representations to dynamic constraint satisfaction problems.
Artif. Intell., 2017

Iterative Decomposition Guided Variable Neighborhood Search for Graphical Model Energy Minimization.
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

Integer Linear Programming for Pattern Set Mining; with an Application to Tiling.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Multiple Fault Localization Using Constraint Programming and Pattern Mining.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

2016
Une contrainte globale pour l'extraction de motifs séquentiels.
Rev. d'Intelligence Artif., 2016

A Constraint Programming Approach for Web Log Mining.
Int. J. Inf. Technol. Web Eng., 2016

A global constraint for closed itemset mining.
CoRR, 2016

Tractability-preserving transformations of global cost functions.
Artif. Intell., 2016

Efficiently Finding Conceptual Clustering Models with Integer Linear Programming.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Global Constraint for Mining Sequential Patterns with GAP Constraint.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2016

A Global Constraint for Closed Frequent Pattern Mining.
Proceedings of the Principles and Practice of Constraint Programming, 2016

Contributions à la résolution des WCSP et approches déclaratives pour la fouille de données.
, 2016

2015
Soft constraints for pattern mining.
J. Intell. Inf. Syst., 2015

Replicated Parallel Strategies for Decomposition Guided VNS.
Electron. Notes Discret. Math., 2015

Tractability and Decompositions of Global Cost Functions.
CoRR, 2015

Modeling and Mining Optimal Patterns Using Dynamic CSP.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

PREFIX-PROJECTION Global Constraint for Sequential Pattern Mining.
Proceedings of the Principles and Practice of Constraint Programming, 2015

2014
Computing Skypattern Cubes Using Relaxation.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Mining Relevant Sequence Patterns with CP-Based Framework.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Cooperative Parallel Decomposition Guided VNS for Solving Weighted CSP.
Proceedings of the Hybrid Metaheuristics - 9th International Workshop, HM 2014, 2014

Une approche PPC pour la fouille de données séquentielles.
Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Computing Skypattern Cubes.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Mining (Soft-) Skypatterns Using Dynamic CSP.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014

2013
Exploiting Tree Decomposition for Guiding Neighborhoods Exploration for VNS.
RAIRO Oper. Res., 2013

A Constraint Programming Approach for Mining Sequential Patterns in a Sequence Database.
CoRR, 2013

Intensification/Diversification in Decomposition Guided VNS.
Proceedings of the Hybrid Metaheuristics - 8th International Workshop, 2013

Mining (Soft-) Skypatterns Using Constraint Programming.
Proceedings of the Advances in Knowledge Discovery and Management, 2013

Découverte des soft-skypatterns avec une approche PPC.
Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

2012
Exploiting Separators for Guiding VNS.
Electron. Notes Discret. Math., 2012

A constraint language for declarative pattern discovery.
Proceedings of the ACM Symposium on Applied Computing, 2012

Constrained Clustering Using SAT.
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

Complete and Incomplete Approaches for Graph Mining.
Proceedings of the 4th International conference on Web and Information Technologies, 2012

Intensification/Diversification-Driven ILS for a Graph Coloring Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2012

Soft Threshold Constraints for Pattern Mining.
Proceedings of the Discovery Science - 15th International Conference, 2012

Filtering Decomposable Global Cost Functions.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Discovering Knowledge using a Constraint-based Language
CoRR, 2011

Guiding VNS with Tree Decomposition.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

A Constraint-Based Language for Declarative Pattern Discovery.
Proceedings of the Data Mining Workshops (ICDMW), 2011

2010
Advanced generic neighborhood heuristics for VNS.
Eng. Appl. Artif. Intell., 2010

2009
Softening Gcc and Regular with preferences.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Solving Nurse Rostering Problems Using Soft Global Constraints.
Proceedings of the Principles and Practice of Constraint Programming, 2009

2008
Combining VNS with constraint programming for solving anytime optimization problems.
Eur. J. Oper. Res., 2008

Boosting VNS with Neighborhood Heuristics for Solving Constraint Optimization Problems.
Proceedings of the Hybrid Metaheuristics, 5th International Workshop, 2008

2007
All Different: Softening AllDifferent in Weighted CSPs.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

A Value Ordering Heuristic for Weighted CSP.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

2006
On-line resources allocation for ATM networks with rerouting.
Comput. Oper. Res., 2006

2003
Réservation en ligne avec reroutage de demandes de connexion dans les réseaux ATM.
Tech. Sci. Informatiques, 2003

Solving Constraint Optimization Problems in Anytime Contexts.
Proceedings of the IJCAI-03, 2003

2001
A New Hybrid Method for Solving Constraint Optimization Problems in Anytime Contexts.
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001


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