On Using Interactive Genetic Algorithms for Knowledge Discovery in Databases

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{venturini:1997:igakdd,

• author = "G. Venturini and M. Slimane and F. Morin and J.-P. {Asselin de Beauville}",
• title = "On Using Interactive Genetic Algorithms for Knowledge Discovery in Databases",
• booktitle = "Genetic Algorithms: Proceedings of the Seventh International Conference",
• year = "1997",
• editor = "Thomas Back",
• pages = "696--703",
• address = "Michigan State University, East Lansing, MI, USA",
• publisher_address = "San Francisco, CA, USA",
• month = "19-23 " # jul,
• publisher = "Morgan Kaufmann",
• keywords = "genetic algorithms, genetic programming, Data Mining",
• ISBN = "1-55860-487-1",
• URL = "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/icga1997/venturini_1997_igakdd.pdf",
• size = "8 pages",
• abstract = "This paper presents an new interactive algorithm for exploring numerical databases and discovering regularities, called Genetic Interactive Data Explorer (GIDE). GIDE, which is based on the specifications of a previous prototype (Venturini et al. 1996), uses the principles of interactive genetic algorithms to evolve, in cooperation with the domain expert, 2D graphical representations of the data. These 2D representations are encoded by two new variables represented as Lisp functions using the genetic programming paradigm. The domain expert selects interesting representations which can be further improved by the genetic algorithm. The interaction between the expert and the knowledge discovery tool has been greatly improved. Results are presented on several standard databases.",
• notes = "ICGA-97 Iris, Wine database, glass database, Pima indians diabetes database",

}

Genetic Programming entries for Gilles Venturini Mohamed Slimane F Morin Jean-Pierre Asselin de Beauville

Citations