TítolInformation fusion - Methods and aggregation operators
Publication TypeBook Chapter
Year of Publication2005
AuthorsTorra V
EditorMaimon O, Rokach L
Book TitleThe data mining and knowledge discovery handbook.
Paginació1005 - 1016
EditorSpringer
Resum

Information fusion techniques are commonly applied in Data Mining and Knowledge Discovery. In this chapter, we will give an overview of such applications considering their three main uses. This is, we consider fusion methods for data preprocessing, model building and information extraction. Some aggregation operators (i.e. particular fusion methods) and their properties are briefly described as well.