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R. Bendaoud, R. Hacene, M. Toussaint, Y. Delecroix, B. Napoli et al., Textbased ontology construction using relational concept analysis, Proceedings of the International Workshop on Ontology Dynamics , Innsbruck (Austria), pp.55-68, 2007.
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A. Napoli, S. Berasaluce, C. Laurenço, and G. Niel, An Experiment on Knowledge Discovery in Chemical Databases, PKDD 2004, pp.39-51, 2004.
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G. Stumme, B. Berendt, and A. Hotho, Towards Semantic Web Mining, ISWC 2002, 2002.

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C. Carpineto and G. Romano, Concept Data Analysis: Theory and Applications, 2004.
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H. Cherfi, A. Napoli, and Y. Toussaint, Towards a text mining methodology using association rule extraction, Soft Computing, vol.10, issue.5, pp.431-441, 2006.
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P. Cimiano, A. Hotho, and S. Staab, Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis, Journal of Artificial Intelligence Research, vol.24, pp.305-339, 2005.

G. Stumme, A. Hotho, J. Tane, and P. Cimiano, Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies, ICFCA 2004, pp.189-207, 2004.

M. Aquin, F. Badra, S. Lafrogne, J. Lieber, A. Napoli et al., Case base mining for adaptation knowledge acquisition, pp.750-755, 2007.
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M. Aquin, C. Bouthier, S. Brachais, J. Lieber, and A. Napoli, Knowledge Edition and Maintenance Tools for a Semantic Portal in Oncology, International Journal on Human?Computer Studies, vol.62, issue.5, pp.619-638, 2005.
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M. H. Dunham, Data Mining ? Introductory and Advanced Topics, 2003.

C. Eng, A. Thibessard, S. Hergalant, J. Mari, and P. Leblond, Data mining using hidden markov models (HMM2) to detect heterogeneities into bacteria genomes, Journées Ouvertes Biologie, Informatique et Mathématiques ? JOBIM 2005, 2005.
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D. Fensel, J. Hendler, H. Lieberman, and W. Wahlster, Spinning the Semantic Web, 2003.

B. Fuchs, J. Lieber, A. Mille, and A. Napoli, An Algorithm for Adaptation in Casebased Reasoning, Proceedings of the 14th European Conference on Artificial Intelligence (ECAI-2000), pp.45-49, 2000.
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B. Ganter and R. Wille, Formal Concept Analysis, 1999.

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D. Hand, H. Mannila, and P. Smyth, Principles of Data Mining, Drug Safety, vol.15, issue.2, 2001.
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D. Janetzko, H. Cherfi, R. Kennke, A. Napoli, and Y. Toussaint, Knowledge-based selection of association rules for text mining, 16h European Conference on Artificial Intelligence ? ECAI, pp.485-489, 2004.
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N. Jay, F. Kohler, and A. Napoli, Using Formal Concept Analysis for Mining and Interpreting Patient Flows within a Healthcare Network, CLA 2006, pp.263-268, 2008.
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S. O. Kuznetsov, Machine Learning and Formal Concept Analysis, ICFCA 2004, pp.287-312, 2004.
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S. O. Kuznetsov and S. A. Obiedkov, Comparing performance of algorithms for generating concept lattices, Journal of Experimental & Theoretical Artificial Intelligence, vol.21, issue.2-3, pp.189-216, 2002.
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L. Ber, F. Benoit, M. Schott, C. Mari, J. Mignolet et al., Studying crop sequences with CarrotAge, a HMM-based data mining software, Ecological Modelling, vol.191, issue.1, pp.170-185, 2006.
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L. Ber, F. Napoli, and A. , Design and comparison of lattices of topological relations for spatial representation and reasoning, Journal of Experimental & Theoretical Artificial Intelligence, vol.13, issue.3, pp.331-371, 2003.
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J. Lieber, M. Aquin, P. Bey, A. Napoli, M. Rios et al., Adaptation knowledge acquisition, a study for breast cancer treatment, AIME 2003, pp.304-313, 2003.
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H. Liu, H. Lu, L. Feng, and F. Hussain, Efficient Search of Reliable Exceptions, PAKDD 1999, pp.194-204, 1999.
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S. Maumus, A. Napoli, L. Szathmary, and S. Visvikis-siest, Fouille de données biomédicales complexes: extraction de r` egles et de profils génétiques dans le cadre de l'´ etude du syndrome métabolique, Journées Ouvertes Biologie Informatique Mathématiques ? JOBIM 2005, pp.169-173, 2005.

A. Napoli, N. Messai, M. Devignes, and M. Sma¨?lsma¨?l-tabbone, Querying a Bioinformatic Data Sources Registry with Concept Lattices, ICCS 2005, pp.323-336, 2005.
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N. Messai, M. Devignes, A. Napoli, and M. Sma¨?lsma¨?l-tabbone, Br-explorer: An fcabased algorithm for information retrieval, Fourth International Conference on Concept Lattices and their Applications (CLA-2006), 2006.
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V. Mollo, Usage des ressources, adaptation des savoirs et gestion de l'autonomie dans la décision thérapeutique, Thèse d'Université, Conservatoire National des Arts et Métiers, 2004.

A. Napoli, A smooth introduction to symbolic methods for knowledge discovery Handbook of Categorization in Cognitive Science, pp.913-933, 2005.

A. Napoli, L. Ber, and F. , The Galois lattice as a hierarchical structure for topological relations, Special volume on Knowledge discovery and discrete mathematics and a tribute to the memory of Peter L. Hammer, pp.171-190, 2007.
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B. Padmanabhan and A. Tuzhilin, On characterization and discovery of minimal unexpected patterns in rule discovery, IEEE Transactions on Knowledge and Data Engineering, vol.18, issue.2, pp.202-216, 2006.
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F. Pennerath and A. Napoli, La fouille de graphes dans les bases de données réactionnelles au service de la synthèse en chimie organique, Extraction et gestion des connaissances Lille, pp.517-528, 2006.

T. T. Quan, S. C. Hui, A. C. Fong, and T. H. Cao, Automatic Generation of Ontology for Scholarly Semantic Web, ISWC 2004, pp.726-740, 2004.
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M. Sma¨?lsma¨?l-tabbone, S. Osman, N. Messai, A. Napoli, and M. Devignes, Bioregistry: A structured metadata repository for bioinformatic databases, CompLife 2005, pp.46-56, 2005.

G. Stumme, Formal Concept Analysis on Its Way from Mathematics to Computer Science, ICCS 2002, pp.2-19, 2002.
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E. Suzuki, UNDIRECTED DISCOVERY OF INTERESTING EXCEPTION RULES, International Journal of Pattern Recognition and Artificial Intelligence, vol.16, issue.08, pp.1065-1086, 2002.
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L. Szathmary, Symbolic Data Mining Methods with the Coron Platform, Thèse d'informatique, 2006.
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L. Szathmary, S. Maumus, P. Petronin, Y. Toussaint, and A. Napoli, Vers l'extraction de motifs rares, Extraction et gestion des connaissances Lille, pp.499-510, 2006.
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L. Szathmary and A. Napoli, Coron: A framework for levelwise itemset mining algorithms, ICFCA 2005, pp.110-113, 2005.
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L. Szathmary, A. Napoli, and S. O. Kuznetsov, Zart: A multifunctional itemset mining algorithm, Proceedings of the Fifth International Conference on Concept Lattices and their Applications, pp.26-37, 2007.
URL : https://hal.archives-ouvertes.fr/inria-00189423

L. Szathmary, A. Napoli, and P. Valtchev, Towards Rare Itemset Mining, 19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007), 2007.
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URL : https://hal.archives-ouvertes.fr/inria-00189424

S. Ténier, Y. Toussaint, A. Napoli, and X. Polanco, Instantiation of Relations for Semantic Annotation, 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06), pp.463-472, 2006.
DOI : 10.1109/WI.2006.99

S. Ténier, A. Napoli, X. Polanco, and Y. Toussaint, Semantic annotation of webpages, ISWC 2005, 2005.

P. Valtchev, R. Missaoui, and R. Godin, Formal Concept Analysis for Knowledge Discovery and Data Mining: The New Challenges, ICFCA 2004, pp.352-371, 2004.
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G. M. Weiss, Mining with rarity, ACM SIGKDD Explorations Newsletter, vol.6, issue.1, pp.7-19, 2004.
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R. Wille, Methods of Conceptual Knowledge Processing, Concept Analysis, pp.1-29, 2006.
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X. Wu, C. Zhang, and S. Zhang, Efficient mining of both positive and negative association rules, ACM Transactions on Information Systems, vol.22, issue.3, pp.381-405, 2004.
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