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Robert Godin, UQAM Plate-forme GALICIA pour l’Analyse Formelle de Concepts (http://sourceforge.net/projects/galicia) PUBLICATIONS Livres / books Godin, R. (2006). Systèmes de Gestion de Bases de Données par l'Exemple. 2ième édition, Montréal, Canada: Loze-Dion, 1195 pages. Godin, R. (2003). Systèmes de Gestion de Bases de Données par l'Exemple. Montréal, Canada: Loze-Dion, 934 pages. Godin, R. (2000). Systèmes de gestion de bases de données. Volume I : Fichiers et bases de données relationnelles (SQL). Montréal, Canada: Loze-Dion, 511 pages. Godin, R. (2000). Systèmes de Gestion de Bases de Données. Volume II : Conception et exploitation d'une bases de données. Montréal, Canada: Loze-Dion, 488 pages. Articles de revues avec comité de lecture / refereed journal papers Valtchev, P., Missaoui, R. & Godin, R. (2007). A Framework for Incremental Generation of Closed Itemsets. Discrete Applied Mathematics (Special issue on Discrete Mathematics & Data Mining), to appear. Floc'h, A. L., C. Fisette, R. Missaoui, P. Valtchev and R. Godin (2003). JEN : un algorithme efficace de construction de générateurs pour l'identification des règles d'association. Revue des Nouvelles Technologies de l'Information, Editions Cépaduès 1(1): 135-146. Mili, H., E. Ah-Ki, R. Godin and H. Mcheick (2003). An experiment in software component retrieval. Information and Software Technology August. Valtchev, P., Missaoui, R., Godin, R. & Meridji, M. (2002). Generating Frequent Itemsets Incrementally (version préliminaire) : two Novel Approaches based on Galois Lattice Theory. Journal of Experimental & Theoretical Artificial Intelligence (JETAI ) : Special Issue on Concept Lattice-based theory, methods and tools for Knowledge Discovery in Databases, 14(2/3), 115-142. Mineau, G., Bissoon, A. & Godin, R. (2000). Simple Pre- and Post-Pruning Techniques for Large Conceptual Clustering Structures. Electronic Transactions on Artificial Intelligence (ETAI), 4(Section C), 1-20. Mineau, G. W., Missaoui, R. & Godin, R. (2000). Conceptual Modeling for Data and Knowledge Management. Data and Knowledge Engineering, 33(2), 137-168. Godin, R. & Chau, T.-T. (2000). Comparaison d'algorithmes de construction de hiérarchies de classes. L'objet, 5(3), 321-338. (version préliminaire) Faid, M., Missaoui, R. & Godin, R. (1999). Knowledge Discovery in Complex Objects. Computational Intelligence, 15(1), 28-49. Godin, R., Mili, H., Mineau, G. W., Missaoui, R., Arfi, A. & Chau, T.-T. (1998). Design of Class Hierarchies based on Concept (Galois) Lattices. Theory and Practice of Object Systems, 4(2), 117-134. Missaoui, R., Godin, R. & Sahraoui, H. A. (1998). Migrating to an Object-oriented Database using Semantic Clustering and Transformation Rules. Data and Knowledge Engineering, 27(1), 97-113. Faraj, N., Godin, R., Missaoui, R., David, S. & Plante, P. (1996). Analyse d'une méthode d'indexation automatique basée sur une analyse syntaxique de texte. Canadian Journal of Information and Library Science / Revue canadienne des sciences de l'information et de bibliothéconomie, 21(1), 1-21. Mineau, G. W., Missaoui, R., Mili, H. & Godin, R. (1996). Classification Conceptuelle Incrémentale et Applications. Canadian Artificial Intelligence Magazine, 38, 9-13. Godin, R., Mineau, G., Missaoui, R., St-Germain, M. & Faraj, N. (1995). Applying Concept Formation Methods to Software Reuse. International Journal of Knowledge Engineering and Software Engineering, 5(1), 119-142. Godin, R., Mineau, G. W., Missaoui, R. & Mili, H. (1995). Méthodes de Classification Conceptuelle Basées sur les Treillis de Galois et Applications. Revue d'Intelligence Artificielle, 9(2), 105-137. Godin, R., Missaoui, R. & Alaoui, H. (1995). Incremental Concept Formation Algorithms Based on Galois (Concept) Lattices. Computational Intelligence, 11(2), 246-267. Mineau, G. W. & Godin, R. (1995). Automatic Structuring of Knowledge Bases by Conceptual Clustering. IEEE Transactions on Knowledge and Data Engineering, 7(5), 824-828. Godin, R. & Missaoui, R. (1994). An Incremental Concept Formation Approach for Learning from Databases. Theoretical Computer Science, Special Issue on Formal Methods in Databases and Software Engineering, 133, 387-419. Godin, R., Missaoui, R. & April, A. (1993). Experimental Comparison of Navigation in a Galois Lattice with Conventional Information Retrieval Methods. International Journal of Man-Machine Studies, 38, 747-767. Prud'homme, B., Missaoui, R. & Godin, R. (1992). INTERSEM: Une interface sémantique orientée objet. ICO, Intelligence Artificielle et Sciences Cognitives au Québec, 4(1), 47-56. Missaoui, R. & Godin, R. (1990). The Implication Problem for Inclusion Dependencies: A Graph Approach. ACM Sigmod Record, 19(1), 36-40. Godin, R. (1989). Complexité de Structures de Treillis. Annales des Sciences Mathématiques du Québec, 13(1), 19-38. Godin, R., Saunders, E. & Gecsei, J. (1986). Lattice Model of Browsable Data Spaces. Information Sciences, 40, 89-116. Contributions à un ouvrage collectif / book chapters Godin, R. and Valtchev, P. (2005). Formal Concept Analysis-Based Class Hierarchy Design in Object-Oriented Software Development. Formal Concept Analysis: State of the Art. G. Stumme, B. Ganter and R. Wille (Eds.), Heidelberg, Springer. LNAI 3626: 192-207. Godin, R. & Borne, I. (Ed.), (2001). Langage et Modèles à Objets, Le Croisic, France. (Revue STI, série l'Objet-logiciel, bases de données, réseaux volume 7 n°1-2/2001), Hermès. Missaoui, R., Godin, R. & Gagnon, J.-M. (2000). Mapping an Extended Entity Relationship Schema into a Schema of Complex Objects. In M. P. Papazoglou, S. Spaccapietra, & Z. Tari (Eds.), Advances in Object-Oriented Data Modeling, MIT Press. Arfi, A., Godin, R., Mili, H., Mineau, G. W. & Missaoui, R. (1995). Generating the Interface Hierarchy of a Class Library. In V. S. Alagar & R. Missaoui (Eds.), Technology of Object-Oriented Databases and Software Systems, (pp. 42-57). Singapore, New Jersey: World Scientific. Conférence invitée / invited lecture Godin, R. (2003). Formal Concept Analysis Based Normal Forms for Class Hierarchy Design in Object-Oriented Software Development. First Conference on Formal Concept Analysis (ICFCA'2003), Darmstadt, Germany, Feb. 2003. Communications scientifiques dans des conférences avec comité de lecture / refereed conference proceedings Zaier, Z., Godin, R. and Faucher, L. (2007). Recommendation Quality Evolution Based on Neighborhood Size. International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution (AXMEDIS 2007), Barcelona, Spain, Accepted. Desjardins, G., Godin, R. and Proulx, R. (2007). Performance of Information Retrieval Models Using Term Co-occurrences. 8th International Conference on Data Mining, Text Mining and their Business Applications, Ashurst (New Forest), Royaume-Uni, WIT Press, 183-192. Mili, H., Godin, R., Tremblay, G. and Dorfeuille, W. (2006). Towards a Methodology for Designing Compensation Processes in Long-Running Business Transactions. Montreal Conference on eTechnologies (MCETECH'2006), Montreal, 137-148. Desjardins, G., R. Proulx, and Godin, R. (2006). An Auto-Associative Neural Network for Information Retrieval. IEEE International Joint Conference on Neural Networks 2006, Vancouver, Canada, 6524-6530. Frambourg, C., Valtchev, P. and Godin, R. (2005). Merge-based Computation of Minimal Generators. 13th International Conference on Conceptuel Structures (ICCS 2005), Kassel, Germany, Springer, Lecture Notes in Computer Science, 181 - 194. Desjardins, G., Godin, R. and Proulx, R. (2005). A Self-Organizing Map for Concept Classification in Information Retrieval. International Joint Conference on Neural Networks 2005, Montréal, Canada, IEEE, 1570-1574. Nehmé, K., Valtchev, P., Rouane, M. H. and Godin, R. (2005). On Computing the Minimal Generator Family for Concept Lattices and Icebergs. International Conference on Formal Concept Analysis (ICFCA'2005), Lens, France, Springer, Lecture Notes in Computer Science, Volume 3403 / 2005, 192-207. Desjardins, G., Godin, R. and Proulx, R. (2005). A Genetic Algorithm for Text Mining. Sixth International Conference on Data Mining, Text Mining and their Business Applications (Data Mining 2005), Skiathos, Greece, 133-142. Rouane, M. H., Nehmé, K., Valtchev, P. & Godin, R. (2004). On-line maintenance of iceberg concept lattices. In Proceedings of the International Conference on Conceptual Systems (ICCS'2004), Alabama, July 19-23. Desjardins, G., Godin, R. and Proulx, R. (2004). Un modèle génétique pour le repérage de l'information. Systèmes Intelligents : Théories et Applications (SITA'2004), Rabat, Maroc, 29-32. Valtchev, P., Missaoui, R. & Godin, R. (2004). Formal Concept Analysis for Knowledge Discovery and Data Mining: The New Challenges. In Proceedings of the International Conference on Formal Concept Analysis (ICFCA'2004), Sydney, Australia. Fisette, C., R. Godin, D. Grosser, A. l. Floc'h, R. Missaoui, M. R. Hacene, C. Roume, P. Valtchev and J. Villerd (2003). GALICIA: plate-forme ouverte pour l'Analyse de Concepts Formels. Atelier "Treillis de Galois et IA" de la Plate-forme AFIA'03, Laval (FR). Floc'h, A. L., Fisette, C., Missaoui, R., Valtchev, P. & Godin, R. (2003). JEN : un algorithme efficace de construction de générateurs pour l'identification des règles d'association. In Proceedings of the XXXVemes Journees de Statistique, Lyon, France. Valtchev, P., Missaoui, R., Rouane-Hacene, M. & Godin, R. (2003). Incremental maintenance of association rule bases. In Proceedings of the 2nd Workshop on Discrete Mathematics and Data Mining, San Francisco. Valtchev, P., Missaoui, R. & Godin, R. (2002). A Framework for Incremental Generation of Frequent Closed Itemsets. In Proceedings of the Workshop on Discrete Mathematics & Data Mining (DM&DM2002), Arlington, VA. Godin, R., Huchard, M., Roume, C. & Valtchev, P. (2002). Approaches for Automatizing Class Hierarchy Construction : Trends and Needs. In Proceedings of the Inheritance Workshop, ECOOP 2002, Malaga, Spain. Sahraoui, H. A., Godin, R. & Miceli, T. (2000). Can Metrics Help to Bridge the Gap Between the Improvement of OO Design Quality and Its Automation? In Proceedings of the International Conference on Sofware Management (ICSM) 2000, San Jose, CA. Desjardins, G. & Godin, R. (2000). Combining Relevance Feedback and Genetic Algorithm in an Internet Information Filtering Engine. RIAO 2000, Paris. Huchard, M., Godin, R. & Napoli, A. (2000). Objects and Classification. In J. Malenfant,S. Moisan, & A. Moreira. (Eds.), Object-Oriented Technology. ECOOP'00 Workshop Reader, (pp. 123 - 137). Cannes, France: LNCS series 1964, Springer Verlag. Mineau, G. W., Missaoui, R. & Godin, R. (2000). Conceptual Modeling Using Conceptual Graphs. In Proceedings of the 7th International Workshop on Knowledge Representation meets Databases (KRDB-2000), Berlin: pp. 73-87. Miceli, T., Sahraoui, H. A. & Godin, R. (1999). A Metric Based Technique For Design Flaws Detection And Correction. In Proceedings of the IEEE International Automated Software Engineering Conference. Nye, J., Hamard, K., Bochmann, G., Godin, R., Kerhervé, B., Radhakrishnan, T., Shingal, R., Turner, J., Berouti, F. & Ferrie, F. P. (1999). A System of Digital Library based on Multi-level Agents (Agents'99). In Proceedings Agent-Oriented Information Systems, Seattle. Ouaggag, H. & Godin, R. (1997). Comparaison empirique de l’effet sur l’entropie conceptuelle de l’héritage multiple versus l’héritage simple. In Proceedings of the Langages et Modèles à Objets (LMO'97), Roscoff, France: Paris:Hermes, pp. 161-174. Faïd, M., Missaoui, R. & Godin, R. (1997). Mining Complex Structures using Context Concatenation and Formal Concept Analysis. In Proceedings of the International Knowledge Retrieval, Use, and Storage for Efficiency Symposium (KRUSE'97), G. W. Mineau & A. Fall (Ed.), Vancouver, Canada: pp. 45-59. Mili, H., Ah-Ki, E., Godin, R. & Mcheick, H. (1997). Another nail to the coffin of multi-faceted classification and retrieval of reusable components. In Proceedings of the Symposium on Software Reuse, Boston. Missaoui, R., Sahraoui, H. A. & Godin, R. (1996). Migrating from a Relational Database to an Object-Oriented Database. OOPSLA 96 Workshop on Transforming Legacy Applications to OO Applications, San Jose, CA. Godin, R., Mineau, G. W. & Missaoui, R. (1995). Incremental structuring of knowledge bases. In Proceedings of the International Knowledge Retrieval, Use, and Storage for Efficiency Symposium (KRUSE'95), Santa Cruz: pp. 179-193. Godin, R., Kerhervé, B. & Turner, J. (1995). Classification and Automatic Indexing in a Persistant Object Environment. In Proceedings of the 6th ASIS SIG/CR Classification Research Workshop, Chicago. Arfi, A., Godin, R., Mili, H., Mineau, G. W. & Missaoui, R. (1995). Generating the Interface Hierarchy of a Class Library. In V. S. Alagar & R. Missaoui (Eds.), Object-oriented technology for databases and software systems, (pp. 42-57). Singapore, New Jersey: World Scientific. Godin, R., Mili, H., Arfi, A., Mineau, G. W. & Missaoui, R. (1994). A Tool for Building and Evaluating Class Hierarchies Based on a Concept Formation Approach. OOPSLA 94 Workshop on Artificial Intelligence for Object-Oriented Software Engineering, Portland, Oregon. Faraj, N., Godin, R., Missaoui, R., David, S. & Plante, P. (1994). Évaluation de la contribution des termes composés syntaxiques pour l'indexation automatique. Dans Actes 22e Congrès Annuel de l'Association Canadienne des Sciences de l'Information, Montréal: pp. 340-360. Arfi, A., Godin, R., Mili, H., Mineau, G. & Missaoui, R. (1994). A Tool for the Automatic Generation of the Interface Hierarchy for the Smalltalk-80 Class Library. In Proceedings of the Acfas Colloquium on Object Orientation in Databases and Software Engineering-Colloque Orientation Objet en Bases de Données et Génie du Logiciel, Montreal: pp. 61-78. Mineau, G. W., Godin, R. & Missaoui, R. (1994). Conceptual Clustering for Software Reuse and Knowledge Sharing. In Proceedings of the Machine Learning Workshop, Banff, 17 mai. Missaoui, R., Godin, R. & Boujenoui, A. (1994). Extracting Exact and Approximate Rules from Databases.Workshop on Incompleteness and Uncertainty in Information Systems, Montreal, Canada: Workshops in Computing Series, Springer-Verlag. Missaoui, R. & Godin, R. (1994). Search for Concepts and Dependencies in Databases. International Workshop on Rough Sets and Knowledge Discovery, Banff, Alberta: to appear in Workshops in Computing Series, Springer-Verlag. Godin, R. & Mili, H. (1993). Building and Maintaining Analysis-Level Class Hierarchies Using Galois Lattices. In Proceedings of the ACM Conference on Object-Oriented Programming Systems, Languages, and Applications (OOPSLA'93), A. Paepcke (Ed.), Washington, DC: ACM Press, pp. 394-410. Mineau, G., Godin, R. & Missaoui, R. (1993). Induction of Generic Data Models by Conceptual Clustering. In Proceedings of the The Fifth International Conference on Software Engineering & Knowledge Engineering, San Francisco, pp. 554-564. Godin, R., Davidson, M., Missaoui, R. & Mili, H. (1993). Experimental Comparison of three Methods for Personal Information Retrieval. In Proceedings of the Second Annual Symposium on Document Analysis and Information Retrieval, Las Vegas, Nevada: pp. 379-398. Mineau, G. & Godin, R. (1992). Automatic Knowledge Structuring for Browsing Retrieval. In Proceedings of the International Conference on Information and Knowledge Management, Y. Yesha (Ed.), Baltimore, MD: The International Society for Mini and Microcomputers -ISMM, pp. 273-281. Missaoui, R. & Godin, R. (1991). An Expert System for Discovering and Using the Semantics of Databases. In Proceedings of the World Congress on Expert Systems, J. Liebowitz (Ed.), Orlando, Florida: Pergamon Press, pp. 1732-1740. Godin, R., Missaoui, R. & Alaoui, H. (1991). Learning Algorithms Using a Galois Lattice Structure. In Proceedings of the Third International Conference on Tools for Artificial Intelligence, San Jose, Calif.: IEEE Computer Society Press, pp. 22-29. Missaoui, R. & Godin, R. (1991). Découverte de Règles à Partir du Treillis de Galois. In Proceedings of the Applications des Systèmes Experts EXPERSYS-91, S. Hashemi,J. G. Gouardères, & J. P. Marciano (Ed.), Paris: pp. 381-386. Godin, R. & Missaoui, R. (1991). Semantic Query Optimization Using Inter-Relational Functional Dependencies. In Proceedings of the 24th Annual Hawaii International Conference on System Sciences, IEEE Computer Society Press, pp. 368-375. Mineau, G., Gecsei, J. & Godin, R. (1990). Structuring Knowledge Bases using Automatic Learning. In Proceedings of the IEEE Sixth Int'l Conf. on Data Engineering, Los Angeles, CA: IEEE Computer Society Press, pp. 274-280. Mineau, G., Godin, R. & Gecsei, J. (1990). La Classification Symbolique: Une Approche Non-Subjective. In Proceedings of the 5ièmes Journées Françaises de l'Apprentissage, Lannion, France: pp. 169-190. Missaoui, R. & Godin, R. (1990). Inter-relational Constraints for Semantic Query Optimization. In Proceedings of the Congrès Canadien IEEE en Génie Electrique et Informatique, pp. 3.2.1-3.2.4. Godin, R., Gecsei, J. & Pichet, C. (1989). Design of a Browsing Interface for Information Retrieval. In Proceedings of the 12th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, N. J. Belkin & C. J. van Rijsbergen (Ed.), Cambridge, MA: ACM SIGIR Forum, pp. 32-39. Mineau, G., Gecsei, J. & Godin, R. (1989). Improving Consistency within Knowledge Bases. In Proceedings of the Knowledge, Data and Computer-Assisted Decisions, M. Schader & W. Gaul (Ed.), Springer -Verlag, pp. 49-65. Godin, R. & Gecsei, J. (1986). Navigation dans les Bases de Données Hétérogènes à l'Aide de Treillis. In Proceedings of the Information Communication'86, AFCET-CESTA, Paris: pp. 313-323. Rapports de recherche commanditée / research contracts reports Godin, R. & Mineau, G. W. (1996). Implementation of a Blackboard Mechanism for Conceptual Graphs: Survey of Hiearchical Classification Methods for Conceptual Graphs. #960611D, DMR, Inc. Ouaggag, H. & Godin, R. (1995). Projet IGLOO - Livrable R.b.3.4: Indexation multi-facette pour la librairie PI++. CRIM, Juin. Godin, R., Mili, H. & Arfi, A. (1995). IGLOO Research Project - Deliverable R.a.3.1: New Algorithm Based on Quality Measures for the Design of Class Hierarchies. CRIM, Juin. Godin, R., Mili, H., Arfi, A. & Chau, T.-T. (1994). IGLOO Research Project - Deliverable R.a.2.2: Algorithms and metrics for class hierarchies. CRIM, December. Arfi, A., Godin, R. & Mili, H. (1994). IGLOO Research Project - Deliverable R.a.2.1: Design and implementation of metrics for class hierarchies. CRIM, June. Arfi, A., Godin, R. & Mili, H. (1993). IGLOO Research Project - Deliverable R.a.1.2: Extracting the Interface Hierarchy for the Smalltalk Class Library. CRIM, December. Arfi, A., Godin, R. & Mili, H. (1993). IGLOO Research Project - Deliverable R.a.1.1: Conceptual Clustering Methods for Building Class Hierarchies. CRIM, June. Ouaggag, H., Godin, R., Missaoui, R. & Mili, H. (1993). Traitement Parallèle dans le Processus de Classification pour le Repérage de l'Information. Projet ALEX: Centre ATO-CI, Université du Québec à Montréal. Faraj, N., Godin, R., Missaoui, R. & Mili, H. (1993). Indexation Automatique à Partir d'une Analyse Syntaxique du Texte. Projet ALEX: Centre ATO-CI, Université du Québec à Montréal. Vaucher, J., Godin, R., Lapalme, G., Mili, H., Mineau, G., Missaoui, R., Nie, Y. & Savoy, J. (1993). Projet Macroscope: Volet Réutilisation., Phase 3, CRIM/DMR. Vaucher, J., Godin, R., Lapalme, G., Mili, H., Mineau, G., Missaoui, R., Nie, Y. & Savoy, J. (1991). La réutilisation: Déroulement et Conclusion de la Phase 1. 2, CRIM/DMR. Rapports de recherche / research reports Godin, R. and T.-T. Chau (1998). Comparaison d'algorithmes de construction de hiérarchies de classes, Université du Québec à Montréal, Département d'Informatique, 14 pages. Godin, R., Missaoui, R. & Alaoui, H. (1994). Incremental concept formation algorithms based on Galois (concept) lattices. Research report #238, Département de Mathématiques et d'Informatique, Université du Québec à Montréal, 41 pages. Godin, R., Missaoui, R. & Alaoui, H. (1991). Incremental Algorithms for Updating the Galois Lattice of a Binary Relation. Research report #155, Département de Mathématiques et d'Informatique, Université du Québec à Montréal. Missaoui, R. et Godin, R., (1989). Semantic Query Optimization Using Generalized Functional Dependencies and Inclusion Dependencies. Research report # 98, Département de Mathématiques et d'Informatique, Université du Québec à Montréal, 37 pages. Missaoui, R. et Godin R., (1989). Implication Problem and Semantic Optimization for Inclusion Dependencies. Research report # 84, Département de Mathématiques et d'Informatique, Université du Québec à Montréal, 19 pages. Godin, R., Gecsei, J. et Pichet, C., (1988). Design of a User Interface for Information Retrieval. Research report #72, Département de Mathématiques et d'Informatique, Université du Québec à Montréal, 23 pages. Godin, R., (1987). Complexité de Structures de Treillis. Research report #48, Département de Mathématiques et d'Informatique, Université du Québec à Montréal, 30 pages. Autres realisations Huchard, M., Godin, R. & Napoli, A. (2000). Organisation du Workshop on "Objects and Classification : a Natural Convergence". ECOOP 2000, Cannes, France. Godin, R., (1986). L'utilisation de Treillis pour l'Accès aux Systèmes d'Information. Thèse de doctorat, Université de Montréal, Mars 1986. |