Abstract : Classification is a process that consists in two dual operations: generating a set of classes and then classifying given objects into the created classes. The class generation may be understood as a learning process and object classification as a problem-solving process. The goal of this position paper is to introduce and to make precise the notion of a classification problem in object-based representation systems, e.g. a query against a class hierarchy, to define a subsumption relation between classifications problems, and to analyze the way a classification problem can be solved with respect to a class hierarchy.
https://hal.inria.fr/inria-00098788 Contributor : Publications LoriaConnect in order to contact the contributor Submitted on : Tuesday, September 26, 2006 - 8:37:31 AM Last modification on : Friday, February 26, 2021 - 3:28:05 PM Long-term archiving on: : Wednesday, March 29, 2017 - 12:35:10 PM