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V4Miner: un environnement de programmation visuelle pour la fouille de données

Thanh Nghi Do 1 Jean-Daniel Fekete 1
1 AVIZ - Analysis and Visualization
LRI - Laboratoire de Recherche en Informatique, Inria Saclay - Ile de France
Abstract : The visual data flow environment called V4Miner simultaneously uses a set of interactive techniques, visualization methods and machine learning algorithms to discover knowledge in an intuitive, interactive and retroactive way. A data mining task is easily expressed by a graphical visual data flow where a method is represented by a graphic JavaBeans component, the communication between methods is based on a data bus. The user can create and fully control the discovery process without any programming. The visual data flow makes it possible on the one hand to reduce the complexity of an analysis task and on the other hand to improve quality and users' comprehensibility of the obtained results.
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Submitted on : Thursday, August 14, 2008 - 10:34:35 AM
Last modification on : Thursday, July 8, 2021 - 3:47:57 AM

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Thanh Nghi Do, Jean-Daniel Fekete. V4Miner: un environnement de programmation visuelle pour la fouille de données. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2008, 22 (3-4), pp.503. ⟨10.3166/ria.22.503-517⟩. ⟨inria-00311324⟩



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