A New Hybrid Method for Solving Constraint Optimization Problems in Anytime Contexts. - Samir Loudni; Patrice Boizumault (ICTAI, 2001)

Solving Constraint Optimization Problems in Anytime Contexts. - Samir Loudni; Patrice Boizumault (IJCAI, 2003)

Réservation en ligne avec reroutage de demandes de connexion dans les réseaux ATM. - Patrice Boizumault; Philippe David; Samir Loudni (Tech. Sci. Informatiques, 2003)

On-line resources allocation for ATM networks with rerouting. - Samir Loudni; Patrice Boizumault; Philippe David (Comput. Oper. Res., 2006)

A Value Ordering Heuristic for Weighted CSP. - Nicolas Levasseur; Patrice Boizumault; Samir Loudni (ICTAI (1), 2007)

All Different: Softening AllDifferent in Weighted CSPs. - Jean-Philippe Métivier; Patrice Boizumault; Samir Loudni (ICTAI (1), 2007)

Boosting VNS with Neighborhood Heuristics for Solving Constraint Optimization Problems. - Nicolas Levasseur; Patrice Boizumault; Samir Loudni (Hybrid Metaheuristics, 2008)

Combining VNS with constraint programming for solving anytime optimization problems. - Samir Loudni; Patrice Boizumault (Eur. J. Oper. Res., 2008)

Solving Nurse Rostering Problems Using Soft Global Constraints. - Jean-Philippe Métivier; Patrice Boizumault; Samir Loudni (CP, 2009)

Softening Gcc and Regular with preferences. - Jean-Philippe Métivier; Patrice Boizumault; Samir Loudni (SAC, 2009)

Advanced generic neighborhood heuristics for VNS. - Samir Loudni; Patrice Boizumault; Nicolas Levasseur (Eng. Appl. Artif. Intell., 2010)

A Constraint-Based Language for Declarative Pattern Discovery. - Jean-Philippe Métivier; Patrice Boizumault; Bruno Crémilleux; Mehdi Khiari; Samir Loudni (ICDM Workshops, 2011)

Guiding VNS with Tree Decomposition. - Mathieu Fontaine 001; Samir Loudni; Patrice Boizumault (ICTAI, 2011)

Discovering Knowledge using a Constraint-based Language - Patrice Boizumault; Bruno Crémilleux; Mehdi Khiari; Samir Loudni; Jean-Philippe Métivier (CoRR, 2011)

Filtering Decomposable Global Cost Functions. - David Allouche; Christian Bessiere; Patrice Boizumault; Simon de Givry; Patricia Gutierrez; Samir Loudni; Jean-Philippe Métivier; Thomas Schiex (AAAI, 2012)

Soft Threshold Constraints for Pattern Mining. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux (Discovery Science, 2012)

Intensification/Diversification-Driven ILS for a Graph Coloring Problem. - Samir Loudni (EvoCOP, 2012)

Complete and Incomplete Approaches for Graph Mining. - Amina Kemmar; Yahia Lebbah; Mohammed Ouali; Samir Loudni (ICWIT, 2012)

Constrained Clustering Using SAT. - Jean-Philippe Métivier; Patrice Boizumault; Bruno Crémilleux; Mehdi Khiari; Samir Loudni (IDA, 2012)

A constraint language for declarative pattern discovery. - Jean-Philippe Métivier; Patrice Boizumault; Bruno Crémilleux; Mehdi Khiari; Samir Loudni (SAC, 2012)

Exploiting Separators for Guiding VNS. - Samir Loudni; Mathieu Fontaine 001; Patrice Boizumault (Electron. Notes Discret. Math., 2012)

Découverte des soft-skypatterns avec une approche PPC. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux; Alban Lepailleur (EGC, 2013)

Mining (Soft-) Skypatterns Using Constraint Programming. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux; Alban Lepailleur (EGC (best of volume), 2013)

Intensification/Diversification in Decomposition Guided VNS. - Samir Loudni; Mathieu Fontaine 001; Patrice Boizumault (Hybrid Metaheuristics, 2013)

A Constraint Programming Approach for Mining Sequential Patterns in a Sequence Database. - Jean-Philippe Métivier; Samir Loudni; Thierry Charnois (CoRR, 2013)

Exploiting Tree Decomposition for Guiding Neighborhoods Exploration for VNS. - Mathieu Fontaine 001; Samir Loudni; Patrice Boizumault (RAIRO Oper. Res., 2013)

Mining (Soft-) Skypatterns Using Dynamic CSP. - Willy Ugarte Rojas; Patrice Boizumault; Samir Loudni; Bruno Crémilleux; Alban Lepailleur (CPAIOR, 2014)

Computing Skypattern Cubes. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux (ECAI, 2014)

Une approche PPC pour la fouille de données séquentielles. - Jean-Philippe Métivier; Samir Loudni; Thierry Charnois (EGC, 2014)

Cooperative Parallel Decomposition Guided VNS for Solving Weighted CSP. - Abdelkader Ouali; Samir Loudni; Lakhdar Loukil; Patrice Boizumault; Yahia Lebbah (Hybrid Metaheuristics, 2014)

Mining Relevant Sequence Patterns with CP-Based Framework. - Amina Kemmar; Willy Ugarte; Samir Loudni; Thierry Charnois; Yahia Lebbah; Patrice Boizumault; Bruno Crémilleux (ICTAI, 2014)

Computing Skypattern Cubes Using Relaxation. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux (ICTAI, 2014)

PREFIX-PROJECTION Global Constraint for Sequential Pattern Mining. - Amina Kemmar; Samir Loudni; Yahia Lebbah; Patrice Boizumault; Thierry Charnois (CP, 2015)

Modeling and Mining Optimal Patterns Using Dynamic CSP. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux (ICTAI, 2015)

Tractability and Decompositions of Global Cost Functions. - David Allouche; Christian Bessiere; Patrice Boizumault; Simon de Givry; Patricia Gutierrez; Jimmy H. M. Lee; Ka Lun Leung; Samir Loudni; Jean-Philippe Métivier; Thomas Schiex; Yi Wu (CoRR, 2015)

Replicated Parallel Strategies for Decomposition Guided VNS. - Abdelkader Ouali; Samir Loudni; Lakhdar Loukil; Patrice Boizumault; Yahia Lebbah (Electron. Notes Discret. Math., 2015)

Soft constraints for pattern mining. - Willy Ugarte; Patrice Boizumault; Samir Loudni; Bruno Crémilleux; Alban Lepailleur (J. Intell. Inf. Syst., 2015)

Contributions à la résolution des WCSP et approches déclaratives pour la fouille de données. - Samir Loudni (2016)

A Global Constraint for Closed Frequent Pattern Mining. - Nadjib Lazaar; Yahia Lebbah; Samir Loudni; Mehdi Maamar; Valentin Lemière; Christian Bessiere; Patrice Boizumault (CP, 2016)

A Global Constraint for Mining Sequential Patterns with GAP Constraint. - Amina Kemmar; Samir Loudni; Yahia Lebbah; Patrice Boizumault; Thierry Charnois (CPAIOR, 2016)

Efficiently Finding Conceptual Clustering Models with Integer Linear Programming. - Abdelkader Ouali; Samir Loudni; Yahia Lebbah; Patrice Boizumault; Albrecht Zimmermann; Lakhdar Loukil (IJCAI, 2016)

Tractability-preserving transformations of global cost functions. - David Allouche; Christian Bessiere; Patrice Boizumault; Simon de Givry; Patricia Gutierrez; Jimmy H. M. Lee; Ka Lun Leung; Samir Loudni; Jean-Philippe Métivier; Thomas Schiex; Yi Wu (Artif. Intell., 2016)

A global constraint for closed itemset mining. - Mehdi Maamar; Nadjib Lazaar; Samir Loudni; Yahia Lebbah (CoRR, 2016)

A Constraint Programming Approach for Web Log Mining. - Amina Kemmar; Yahia Lebbah; Samir Loudni (Int. J. Inf. Technol. Web Eng., 2016)

Une contrainte globale pour l'extraction de motifs séquentiels. - Amina Kemmar; Yahia Lebbah; Samir Loudni; Patrice Boizumault; Thierry Charnois (Rev. d'Intelligence Artif., 2016)

Multiple Fault Localization Using Constraint Programming and Pattern Mining. - Noureddine Aribi; Mehdi Maamar; Nadjib Lazaar; Yahia Lebbah; Samir Loudni (ICTAI, 2017)

Integer Linear Programming for Pattern Set Mining; with an Application to Tiling. - Abdelkader Ouali; Albrecht Zimmermann; Samir Loudni; Yahia Lebbah; Bruno Crémilleux; Patrice Boizumault; Lakhdar Loukil (PAKDD (2), 2017)

Iterative Decomposition Guided Variable Neighborhood Search for Graphical Model Energy Minimization. - Abdelkader Ouali; David Allouche; Simon de Givry; Samir Loudni; Yahia Lebbah; Lakhdar Loukil (UAI, 2017)

Skypattern mining: From pattern condensed representations to dynamic constraint satisfaction problems. - Willy Ugarte; Patrice Boizumault; Bruno Crémilleux; Alban Lepailleur; Samir Loudni; Marc Plantevit; Chedy Raïssi; Arnaud Soulet (Artif. Intell., 2017)

Fault localization using itemset mining under constraints. - Mehdi Maamar; Nadjib Lazaar; Samir Loudni; Yahia Lebbah (Autom. Softw. Eng., 2017)

Prefix-projection global constraint and top-k approach for sequential pattern mining. - Amina Kemmar; Yahia Lebbah; Samir Loudni; Patrice Boizumault; Thierry Charnois (Constraints An Int. J., 2017)

Equitable Conceptual Clustering Using OWA Operator. - Noureddine Aribi; Abdelkader Ouali; Yahia Lebbah; Samir Loudni (PAKDD (3), 2018)

Interval graph mining. - Amina Kemmar; Yahia Lebbah; Samir Loudni (Int. J. Data Min. Model. Manag., 2018)

A Multiple Fault Localization Approach Based on Multicriteria Analytical Hierarchy Process. - Noureddine Aribi; Nadjib Lazaar; Yahia Lebbah; Samir Loudni; Mehdi Maamar (AITest, 2019)

Exploiting Data Mining Techniques for Compressing Table Constraints. - Soufia Bennai; Kamal Amroun; Samir Loudni (ICTAI, 2019)

Compressing and Querying Skypattern Cubes. - Willy Ugarte; Samir Loudni; Patrice Boizumault; Bruno Crémilleux; Alexandre Termier (IEA/AIE, 2019)

Exploitation des techniques de fouille de données pour la compression de contraintes table. - Soufia Bennai; Kamal Amroun; Samir Loudni (EGC, 2020)

A Relaxation-Based Approach for Mining Diverse Closed Patterns. - Arnold Hien; Samir Loudni; Noureddine Aribi; Yahia Lebbah; Mohammed El Amine Laghzaoui; Abdelkader Ouali; Albrecht Zimmermann (ECML/PKDD (1), 2020)

Variable neighborhood search for graphical model energy minimization. - Abdelkader Ouali; David Allouche; Simon de Givry; Samir Loudni; Yahia Lebbah; Lakhdar Loukil; Patrice Boizumault (Artif. Intell., 2020)

Fouille de motifs diversifiés : une approche basée sur la relaxation et l'échantillonnage. - Arnold Hien; Samir Loudni; Noureddine Aribi; Yahia Lebbah; Abdelkader Ouali; Albrecht Zimmermann (CIFSD, 2021)

Extraction efficace des représentations condensées de motifs: Applications aux skypatterns et aux clusterings conceptuels. - Charles Vernerey; Samir Loudni; Noureddine Aribi; Yahia Lebbah (CIFSD, 2021)

Une méthode d'apprentissage par optimisation multicritère pour le rangement de motifs en fouille de données. - Nassim Belmecheri; Noureddine Aribi; Nadjib Lazaar; Yahia Lebbah; Samir Loudni (EGC, 2022)

Threshold-free Pattern Mining Meets Multi-Objective Optimization: Application to Association Rules. - Charles Vernerey; Samir Loudni; Noureddine Aribi; Yahia Lebbah (IJCAI, 2022)

Exploiting complex pattern features for interactive pattern mining. - Arnold Hien; Samir Loudni; Noureddine Aribi; Abdelkader Ouali; Albrecht Zimmermann (CoRR, 2022)

Incremental Constrained Clustering by Minimal Weighted Modification. - Aymeric Beauchamp; Thi-Bich-Hanh Dao; Samir Loudni; Christel Vrain (CP, 2023)

Fouille de motifs sans seuil par optimisation multi-objectifs : Application aux règles d'association. - Charles Vernerey; Samir Loudni; Noureddine Aribi; Yahia Lebbah (EGC, 2023)

Interactive Pattern Mining Using Discriminant Sub-patterns as Dynamic Features. - Arnold Hien; Samir Loudni; Noureddine Aribi; Abdelkader Ouali; Albrecht Zimmermann (PAKDD (1), 2023)

Boosting the Learning for Ranking Patterns. - Nassim Belmecheri; Noureddine Aribi; Nadjib Lazaar; Yahia Lebbah; Samir Loudni (Algorithms, 2023)

An efficient heuristic approach combining maximal itemsets and area measure for compressing voluminous table constraints. - Soufia Bennai; Kamal Amroun; Samir Loudni; Abdelkader Ouali (J. Supercomput., 2023)

A Java Library for Itemset Mining with Choco-solver. - Charles Vernerey; Samir Loudni (J. Open Source Softw., 2023)

Échantillonnage d'ensemble de motifs diversifiés par compression locale. - François Camelin; Samir Loudni; Gilles Pesant; Charlotte Truchet (EGC, 2024)

Nouveaux Descripteurs Discriminants pour la Fouille Interactive de Motifs. - Arnold Hien; Samir Loudni; Noureddine Aribi; Abdelkader Ouali; Albrecht Zimmermann (EGC, 2024)

Fouille Interactive de Motifs à Haute Utilité. - Arnold Hien; Samir Loudni; Maxime Garfagni; Albrecht Zimmermann; Nicolas Beldiceanu (EGC, 2024)

Rule-Based Constraint Elicitation For Active Constraint-Incremental Clustering. - Aymeric Beauchamp; Thi-Bich-Hanh Dao; Samir Loudni; Christel Vrain (ICTAI, 2024)

Learning to Rank Based on Choquet Integral: Application to Association Rules. - Charles Vernerey; Noureddine Aribi; Samir Loudni; Yahia Lebbah; Nassim Belmecheri (PAKDD (1), 2024)

Mining diverse sets of patterns with constraint programming using the pairwise Jaccard similarity relaxation. - Arnold Hien; Noureddine Aribi; Samir Loudni; Yahia Lebbah; Abdelkader Ouali; Albrecht Zimmermann (Constraints An Int. J., 2024)

Échantillonnage actif pour la découverte de règles classification via des comparaisons par paires. - Tudor Matei Opran; Samir Loudni (EGC, 2025)

Sampling Frequent and Diverse Patterns Through Compression. - François Camelin; Samir Loudni; Gilles Pesant; Charlotte Truchet (PAKDD (1), 2025)

Sampling Frequent and Diversified Patterns Through Compression. - François Camelin; Samir Loudni; Gilles Pesant; Charlotte Truchet (SAC, 2025)

Towards Enforcing Structural OCL Constraints using Constraint Programming. - Matthew Coyle; Théo Le Calvar; Samir Loudni; Massimo Tisi (SAC, 2025)

Coupling MDL and Markov chain Monte Carlo to sample diverse pattern sets. - François Camelin; Samir Loudni; Gilles Pesant; Charlotte Truchet (Data Knowl. Eng., 2025)

Maximizing diversity in k-pattern set mining through constraint programming and entropy. - Mohamed El Amine Douad; Noureddine Aribi; Samir Loudni; Arnold Hien; Yahia Lebbah (Appl. Intell., 2025)

Geometry-Aware Active Learning of Pattern Rankings via Choquet-Based Aggregation. - Tudor Matei Opran; Samir Loudni (CoRR, 2025)