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Frontiers of Structural and Civil Engineering >> 2015, Volume 9, Issue 1 doi: 10.1007/s11709-014-0277-3
Static-based early-damage detection using symbolic data analysis and unsupervised learning methods
1. Department of Structures, Av. Brasil 101, Lisbon 1700-066, Portugal.2. Technical Center for Bridge Engineering, CEREMA, B.P. 214, Provins Cedex 77487, France.3. Materials and Structures Department, IFSTTAR, University Paris-Est, 14-20 Boulevard Newton, Champs sur Marne, Marne la Vallée Cedex2, F-77447, France.4. Department of Civil Engineering, Technical University Lisbon, Avenida Rovisco Pais, Lisbon 1096, Portugal
Abstract
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structural health monitoring ; early-damage detection ; principal component analysis ; symbolic data ; symbolic dissimilarity measures ; cluster analysis ; numerical model ; damage simulations
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