Lamine Diop, Cheikh Talibouya Diop, Arnaud Giacometti, Arnaud Soulet. Pattern on demand in transactional distributed databases. Information Systems, Elsevier, 2021, pp.101908. ⟨10.1016/j.is.2021.101908⟩. ⟨hal-03439069⟩

Adnan El Moussawi, Arnaud Giacometti, Nicolas Labroche, Arnaud Soulet. MAPK-means: A clustering algorithm with quantitative preferences on attributes. Intelligent Data Analysis, IOS Press, 2020, 24 (2), pp.459-489. ⟨10.3233/IDA-184468⟩. ⟨hal-03008994⟩

Lamine Diop, Cheikh Talibouya Diop, Arnaud Giacometti, Dominique Li, Arnaud Soulet. Sequential pattern sampling with norm-based utility. Knowledge and Information Systems (KAIS), Springer, 2019, ⟨10.1007/s10115-019-01417-3⟩. ⟨hal-02379977⟩

Khanh-Chuong Duong, Mostafa Bamha, Arnaud Giacometti, D. Li Haoyuan, Arnaud Soulet, et al.. MapFIM+: Memory Aware Parallelized Frequent Itemset Mining In Very Large Datasets. Transactions on Large-Scale Data- and Knowledge-Centered Systems, Springer Berlin / Heidelberg, 2018, Transactions on Large-Scale Data- and Knowledge-Centered Systems: Special Issue on Database- and Expert-Systems Applications, 39. ⟨hal-01934662⟩

Arnaud Giacometti, Arnaud Soulet. Anytime algorithm for frequent pattern outlier detection. International Journal of Data Science and Analytics, 2016, pp.1-12. ⟨10.1007/s41060-016-0019-9⟩. ⟨hal-01398777⟩

Sandra De Amo, Mouhamadou Saliou Diallo, Cheikh Talibouya Diop, Arnaud Giacometti, Dominique Li, et al.. Contextual preference mining for user profile construction. Information Systems Control Journal, Information Systems Audit and Control Association, 2015, 49, pp.182-199. ⟨10.1016/j.is.2014.11.009⟩. ⟨hal-01171158⟩

Arnaud Giacometti, Dominique H. Li, Patrick Marcel, Arnaud Soulet. 20 years of pattern mining. SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, Association for Computing Machinery (ACM), 2014, 15 (1), pp.41-50. ⟨10.1145/2594473.2594480⟩. ⟨hal-01171955⟩

Arnaud Giacometti, Patrick Marcel, Elsa Negre, Arnaud Soulet. Query Recommendations for OLAP Discovery-Driven Analysis. International Journal of Data Warehousing and Mining (IJDWM), IGI Global, 2011, 7 (2), pp.1-25. ⟨10.4018/jdwm.2011040101⟩. ⟨hal-01021237⟩

Sandra de Amo, Daniel A. Furtado, Arnaud Giacometti, Dominique Laurent. An Apriori-based Approach for First-Order Temporal Pattern Mining. Journal of Information and Data Management, Brazilian Computer Society, 2010, 1 (1), pp.57-70. ⟨hal-01171971⟩

Sandra de Amo, Waldecir P. Junior, Arnaud Giacometti. MILPRIT*: A Constraint-Based Algorithm for Mining Temporal Relational Patterns. International journal of Data Warehousing & Mining, 2008, 4 (4), pp.1-21. ⟨hal-01021196⟩

Cheikh Diop, Arnaud Giacometti, Dominique Laurent. Optimisation du calcul de séquences de requêtes d'extraction par l'utilisation de représentations condensées.. Revue I3 - Information Interaction Intelligence, Cépaduès, 2007, pp.231-255. ⟨hal-01023012⟩

Arnaud Giacometti, Béatrice Markhoff, Arnaud Soulet. VERSUS : générateur de tableaux comparatifs à partir de bases de connaissances. Extraction et Gestion des Connaissances EGC 2021, Jan 2021, Montpellier, France. ⟨hal-03380741⟩

Arnaud Giacometti, Arnaud Soulet. Reservoir Pattern Sampling in Data Streams. European Conference on Machine Learning and Knowledge Discovery in Databases. (ECML PKDD 2021), Sep 2021, Bilbao (virtuel), Spain. pp.337-352, ⟨10.1007/978-3-030-86486-6_21⟩. ⟨hal-03467864⟩

Cyril de Runz, Arnaud Giacometti, Béatrice Markhoff, Arnaud Soulet. Découverte d'indicateurs de classement dans le Web des données. EGC 2021, Jan 2021, Montpellier, France. ⟨hal-03380752⟩

Lamine Diop, Arnaud Giacometti, Béatrice Markhoff, Arnaud Soulet. TTProfiler: Computing Types and Terms Profiles of Assertional Knowledge Graphs. SWODCH'21, Sep 2021, Bozen Bolzano, Italy. ⟨hal-03380717⟩

Arnaud Giacometti, Béatrice Markhoff, Arnaud Soulet. Comparison Table Generation from Knowledge Bases. Extended Semantic Web Conference 2021 (ESWC'21), Jun 2021, Hersonissos, Greece. pp.179-194, ⟨10.1007/978-3-030-77385-4_11⟩. ⟨hal-03380729⟩

Arnaud Giacometti, Béatrice Markhoff, Arnaud Soulet. Mining Significant Maximum Cardinalities in Knowledge Bases. International Semantic Web Conference (ISWC), Oct 2019, Aukland, New Zealand. ⟨10.1007/978-3-030-30793-6_11⟩. ⟨hal-02269830⟩

Lamine Diop, Cheikh Talibouya Diop, Arnaud Giacometti, D. Li Haoyuan, Arnaud Soulet. Découverte de motifs à la demande dans une base de données distribuée. Extraction et gestion de connaissances (EGC), Jan 2019, Metz, France. ⟨hal-02269826⟩

Arnaud Soulet, Arnaud Giacometti, Béatrice Markhoff, Fabian Suchanek. Représentativité des bases de connaissances avec la loi de Benford généralisée. 30es Journées Francophones d'Ingénierie des Connaissances, IC 2019, AFIA, Jul 2019, Toulouse, France. pp.80. ⟨hal-02556877⟩

Arnaud Giacometti, Arnaud Soulet. Dense Neighborhood Pattern Sampling in Numerical Data. SIAM International Conference on Data Mining (SDM), May 2018, San Diego, United States. pp.756-764. ⟨hal-01889220⟩

Lamine Diop, Cheikh Talibouya Diop, Arnaud Giacometti, D. Li Haoyuan, Arnaud Soulet. Sequential Pattern Sampling with Norm Constraints. IEEE International Conference on Data Mining (ICDM), Nov 2018, Singapore, Singapore. ⟨hal-01889230⟩

Arnaud Soulet, Arnaud Giacometti, Béatrice Bouchou Markhoff, Fabian M. Suchanek. Representativeness of Knowledge Bases with the Generalized Benford’s Law. ISWC, Oct 2018, Monterey, CA, United States. ⟨hal-01824490⟩

Lamine Diop, Cheikh Talibouya Diop, Arnaud Giacometti, D. Li Haoyuan, Arnaud Soulet. Echantillonnage de motifs séquentiels sous contrainte sur la norme. Extraction et Gestion de Connaissances (EGC), Jan 2018, Paris, France. pp.35-46. ⟨hal-01889229⟩

El Arby Sidi Ali, Mohamed Lamine Diakité, Arnaud Giacometti, Béatrice Bouchou Markhoff, Arnaud Soulet. Découverte de cardinalité maximale contextuelle dans les bases de connaissances. Conférence Nationale d'Intelligence Artificielle (CNIA), Jul 2018, Nancy, France. pp.86-93. ⟨hal-01889227⟩

Bruno Crémilleux, Arnaud Giacometti, Arnaud Soulet. How Your Supporters and Opponents Define Your Interestingness. ECML-PKDD The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2018, Dublin, Ireland. pp.373-389. ⟨hal-01889234⟩

Khanh-Chuong Duong, Mostafa Bamha, Arnaud Giacometti, Dominique Li, Arnaud Soulet, et al.. MapFIM: Memory Aware Parallelized Frequent Itemset Mining in Very Large Datasets. International Conference on Database and Expert Systems Applications (DEXA), Aug 2017, Lyon, France. ⟨hal-01622256⟩

Arnaud Giacometti, Arnaud Soulet. Interactive Pattern Sampling for Characterizing Unlabeled Data. Intelligent Data Analysis (IDA), Oct 2017, London, United Kingdom. ⟨hal-01622262⟩

Adnan El Moussawi, Arnaud Giacometti, Nicolas Labroche, Arnaud Soulet. Prototype de clustering exploratoire pour l’aide à la segmentation des clients. Extraction et Gestion des Connaissances (session démos), Jan 2017, Grenoble, France. ⟨hal-01622281⟩

Moditha Hewasinghage, Suela Isaj, Arnaud Giacometti, Arnaud Soulet. Description interactive de l’intérêt de l’utilisateur via l’échantillonnage de motifs. Extraction et Gestion des Connaissances (EGC), Jan 2017, Grenoble, France. ⟨hal-01622271⟩

Arnaud Soulet, Arnaud Giacometti. Frequent Pattern Outlier Detection without Exhaustive Mining. PAKDD'2016, Apr 2016, Auckland, New Zealand. ⟨hal-01280595⟩

Adnan El Moussawi, Ahmed Cheriat, Arnaud Giacometti, Nicolas Labroche, Arnaud Soulet. Clustering with Quantitative User Preferences on Attributes. Internationale Conference on Tools with Artificial Intelligence, Nov 2016, San Jose, United States. ⟨hal-01416541⟩

Arnaud Giacometti, Arnaud Soulet. Détection de données aberrantes à partir de motifs fréquents sans énumération exhaustive. EGC'2016, Jan 2016, Reims, France. pp.51-62. ⟨hal-01280581⟩

Adnan El Moussawi, Ahmed Cheriat, Arnaud Giacometti, Nicolas Labroche, Arnaud Soulet. Clustering par apprentissage de distance guidé par des préférences sur les attributs. EGC'2016, Jan 2016, Reims, France. pp.333-344. ⟨hal-01280588⟩

Bruno Crémilleux, Arnaud Giacometti, Arnaud Soulet. Qualité et complexité en évaluation des mesures d’intérêt. EGC, Jan 2015, Luxembourg, France. pp.335-346. ⟨hal-01171982⟩

Arnaud Giacometti, Haoyuan Li, Arnaud Soulet. Balancing the Analysis of Frequent Patterns. 18th Pacific Asia Conference on Knowledge Discovery and Data Mining, May 2014, Tainan, Taiwan. pp.53-64. ⟨hal-01172006⟩

Arnaud Giacometti, Haoyuan Li, Arnaud Soulet. Construction de profils de préférences contextuelles basée sur l’extraction de motifs séquentiels. EGC, Jan 2014, Rennes, France. pp.419-430. ⟨hal-01171984⟩

Arnaud Giacometti, Haoyuan Li, Arnaud Soulet. 20 ans de découverte de motifs : une étude bibliographique quantitative. EGC, Jan 2013, Toulouse, France. pp.133-144. ⟨hal-01171987⟩

Sandra de Amo, Mouhamadou Saliou Diallo, Cheikh T. Diop, Arnaud Giacometti, D. Li Haoyuan, et al.. Mining Contextual Preference Rules for Building User Profiles. 14th International Conference on Data Warehousing and Knowledge Discovery, 2012, Vienne, Austria. pp.229-242. ⟨hal-01024358⟩

Arnaud Giacometti, Patrick Marcel, Arnaud Soulet. A Relational View of Pattern Discovery. 16th Internationale Conference on Database System for Advanced Applications, 2011, Hong-Kong, China. pp.153-167. ⟨hal-01024335⟩

Arnaud Giacometti, Patrick Marcel, Arnaud Soulet. Equilibrer l'analyse des motifs fréquents. Extraction et Gestion des Connaissances, 2011, Brest, France. pp.47-52. ⟨hal-01030772⟩

Marie Ndiaye, T. Cheikh Diop, Arnaud Giacometti, Patrick Marcel, Arnaud Soulet. Cube Based Summaries of Large Association Rule Sets. 6th Internationale Conference on Advanced Data Mining and Application, 2010, Chongqing, China. pp.73-85. ⟨hal-01024332⟩

Arnaud Giacometti, Patrick Marcel, Elsa Negre. Recommending Multidimensional Queries. Data Warehousing and Knowledge Discovery, 2009, Linz, Austria. pp.453-466. ⟨hal-01024095⟩

Arnaud Giacometti, Eynollah Khanjari Miyaneh, Patrick Marcel, Arnaud Soulet. A Framework for Pattern-Based Global Model. Intelligent Data Engineering and Automated Learning, 2009, Burgos, Spain. pp.433-440. ⟨hal-01024102⟩

Marie Ndiaye, Cheikh Diop, Arnaud Giacometti, Patrick Marcel, Arnaud Soulet. Construction et exploration de résumés de grands ensembles de règles d'association. Bases de données avancées, Oct 2009, Namur, Belgique. ⟨hal-01030764⟩

Arnaud Giacometti, Eynollah Khanjari Miyaneh, Patrick Marcel, Arnaud Soulet. A Generic Framework for Rule-Based Classification. The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2008, Antwerp, Belgium. ⟨hal-01024068⟩

Cheikh Diop, Arnaud Giacometti, Patrick Marcel, Marie Ndiaye. Visualisation interactive de grands ensembles de règles. Atelier "Visualisation et extraction de connaissances" de la Conférence Extraction et Gestion des Connaissances, 2008, Sophia Antipolis, France. pp.37-51. ⟨hal-01030589⟩

Lamine Baldé, Cheikh Diop, Arnaud Giacometti, Patrick Marcel, Arnaud Soulet. Représentation condensée à base d'intervalles d'un ensemble de motifs. Bases de données avancées, 2008, Guilherand-Granges, France. ⟨hal-01030751⟩

Arnaud Giacometti, Patrick Marcel, Elsa Negre. A Framework for Recommending OLAP Queries. ACM Eleventh International Workshop on Data Warehousing and OLAP, 2008, Napa, Calfornie, United States. pp.73-80. ⟨hal-01024083⟩

Sandra de Amo, Walcedir P. Junior, Arnaud Giacometti, Tarcisio G. Clemente. Mining Temporal Relational Patterns over Databases with Hybrid Time Domains. 22th Brazilian Symposium on Databases, Oct 2007, Joao Pessoa, Brazil. pp.347-361. ⟨hal-01030338⟩

Sandra de Amo, Arnaud Giacometti, Junior Waldecir Perreira. Mining First-Order Temporal Interval Patterns with Regular Expression Constraints. 9th International Conference on Data Warehousing and Knowledge Discovery, 2007, Germany. ⟨hal-01024038⟩

yeow Wei Choong, Arnaud Giacometti, Dominique Laurent, Patrick Marcel, Elsa Negre, et al.. Context-based exploitation of Data Warehouses. 3ème journée francophone sur les Entrepôts de Données et l'Analyse en ligne, 2007, Poitiers, France. pp.131-146. ⟨hal-01030139⟩

Ladjel Ladjel.Bellatreche@ensma.Fr Bellatreche, Arnaud Giacometti, Patrick Marcel, Hassina Mouloudi. Personalization of MDX queries. Bases de données avancées, 2006, Lille, France. ⟨hal-01027626⟩

Arnaud Giacometti, Patrick Marcel, Elsa Negre. OLAP : un pas vers la navigation. 2ème journée francophone sur les Entrepôts de Données et l'Analyse en ligne, 2006, Versailles, France. pp.105-118. ⟨hal-01027594⟩

Lamine Diop, Cheikh Talibouya Diop, Arnaud Giacometti, Arnaud Soulet. Pattern Sampling in Distributed Databases. Advances in Databases and Information Systems - 24th European Conference, ADBIS 2020, Lyon, France, August 25-27, 2020, Proceedings, pp.60-74, 2020, ⟨10.1007/978-3-030-54832-2_7⟩. ⟨hal-03009021⟩

Sandra de Amo, Arnaud Giacometti. Preferences over Objects, Sets and Sequences. A. Lazinica. Tools in Artificial Intelligence, I-Tech Education and Publishing, pp.49-76, 2008. ⟨hal-01067220⟩

Ladjel Bellatreche, Patrick Marcel, Arnaud Giacometti. Entrepôts de Données et Analyse en ligne (EDA'07). Entrepôts de Données et Analyse en ligne (EDA'07), Jun 2007, Poitiers, France. Revue des Nouvelles Technologies de l'Information, Editions RNTI, 2007. ⟨hal-03376105⟩

Léo-Paul Renard, Arnaud Giacometti, Béatrice Markhoff, Arnaud Soulet. Démo : découverte de cardinalités maximales FAIR. 2021, pp.453-460. ⟨hal-03380760⟩

Caroline Pasquer, Agata Savary, Jean-yves Antoine, Carlos Ramisch, Nicolas Labroche, et al.. To Be or Not To Be a Verbal Multiword Expression: A Quest for Discriminating Features. 2020. ⟨hal-02905874⟩