By Ludmila I. Kuncheva (auth.), Fabio Roli, Josef Kittler, Terry Windeatt (eds.)

The fusion of di?erent details sourcesis a chronic and exciting factor. It hasbeenaddressedforcenturiesinvariousdisciplines,includingpoliticalscience, chance and information, method reliability review, laptop technological know-how, and allotted detection in communications. Early seminal paintings on fusion used to be c- ried out via pioneers comparable to Laplace and von Neumann. extra lately, learn actions in details fusion have taken with development popularity. throughout the 1990s,classi?erfusionschemes,especiallyattheso-calleddecision-level,emerged less than a plethora of di?erent names in quite a few scienti?c groups, together with laptop studying, neural networks, development attractiveness, and information. The d- ferent nomenclatures brought through those groups re?ected their di?erent views and cultural backgrounds in addition to the absence of universal boards and the terrible dissemination of an important effects. In 1999, the ?rst workshop on a number of classi?er structures was once geared up with the most target of making a typical foreign discussion board to advertise the diss- ination of the consequences accomplished within the assorted groups and the adoption of a standard terminology, therefore giving the di?erent views and cultural ba- grounds a few concrete extra price. After ?ve conferences of this workshop, there's powerful proof that signi?cant steps were made in the direction of this target. - searchers from those varied groups effectively participated within the wo- retailers, and international specialists provided surveys of the state-of-the-art from the views in their groups to help cross-fertilization.

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