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Multiple Classifier Systems
Fabio RoliJosef KittlerTerry Windeatt
其他書名
5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, Proceedings
出版Springer Science & Business Media, 2004-06
主題Computers / Artificial Intelligence / GeneralComputers / Software Development & Engineering / Computer GraphicsComputers / Image ProcessingComputers / Computer ScienceComputers / Artificial Intelligence / Computer Vision & Pattern RecognitionComputers / Data Science / Data AnalyticsComputers / Information TechnologyComputers / Machine TheoryComputers / Data Science / Neural NetworksComputers / Optical Data ProcessingComputers / Software Development & Engineering / GeneralComputers / User InterfacesComputers / Data Science / Machine LearningMathematics / Discrete MathematicsPsychology / Cognitive Psychology & Cognition
ISBN35402214419783540221449
URLhttp://books.google.com.hk/books?id=Kn2i5EaPwuoC&hl=&source=gbs_api
EBookSAMPLE
註釋The fusion of di?erent information sourcesis a persistent and intriguing issue. It hasbeenaddressedforcenturiesinvariousdisciplines,includingpoliticalscience, probability and statistics, system reliability assessment, computer science, and distributed detection in communications. Early seminal work on fusion was c- ried out by pioneers such as Laplace and von Neumann. More recently, research activities in information fusion have focused on pattern recognition. During the 1990s,classi?erfusionschemes,especiallyattheso-calleddecision-level,emerged under a plethora of di?erent names in various scienti?c communities, including machine learning, neural networks, pattern recognition, and statistics. The d- ferent nomenclatures introduced by these communities re?ected their di?erent perspectives and cultural backgrounds as well as the absence of common forums and the poor dissemination of the most important results. In 1999, the ?rst workshop on multiple classi?er systems was organized with the main goal of creating a common international forum to promote the diss- ination of the results achieved in the diverse communities and the adoption of a common terminology, thus giving the di?erent perspectives and cultural ba- grounds some concrete added value. After ?ve meetings of this workshop, there is strong evidence that signi?cant steps have been made towards this goal. - searchers from these diverse communities successfully participated in the wo- shops, and world experts presented surveys of the state of the art from the perspectives of their communities to aid cross-fertilization.