Bio-Chemical Data Classification by Dissimilarity Representation and Template Selection
作者： Victor Mendiola-Lau , Francisco José Silva Mata , Yenisel Plasencia Calaña , Isneri Talavera Bustamante , Maria de Marsico
DOI: 10.1007/978-3-319-75193-1_45
关键词:
摘要: The identification and classification of bio-chemical substances are very important tasks in chemical, biological forensic analysis. In this work we present a new strategy to improve the accuracy supervised type data obtained from different analytical techniques that combine two processes: first, dissimilarity representation second, selection templates for refinement representative samples each class set.
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Sung-Hyuk Cha, Comprehensive Survey on Distance/Similarity Measures between Probability Density Functions International Journal of Mathematical Models and Methods in Applied Sciences. ,vol. 1, ,(2007)
Elzbieta Pekalska, Robert P W Duin, The Dissimilarity Representation for Pattern Recognition: Foundations and Applications World Scientific. ,(2005) , 10.1142/5965
Y. Plasencia Calaña, Prototype Selection for Classification in Standard and Generalized Dissimilarity Spaces TU Delft, Delft University of Technology. ,(2015) , 10.4233/UUID:4A8F0412-FC16-4DC7-8F42-CB223C64DE1B
Vijay Kumar, Jitender Kumar Chhabra, Dinesh Kumar, None, Performance Evaluation of Distance Metrics in the Clustering Algorithms INFOCOMP Journal of Computer Science. ,vol. 13, pp. 38- 52 ,(2014)
Diana Porro-Muñoz, Isneri Talavera, Robert P. W. Duin, Noslen Hernández, Mauricio Orozco-Alzate, Dissimilarity representation on functional spectral data for classification Journal of Chemometrics. ,vol. 25, pp. 476- 486 ,(2011) , 10.1002/CEM.1393
Inge S. Helland, Tormod Næs, Tomas Isaksson, Related versions of the multiplicative scatter correction method for preprocessing spectroscopic data Chemometrics and Intelligent Laboratory Systems. ,vol. 29, pp. 233- 241 ,(1995) , 10.1016/0169-7439(95)80098-T
D. Porro Munoz, Classification of continuous multi-way data via dissimilarity representation TU Delft, Delft University of Technology. ,(2013) , 10.4233/UUID:D7B47F3C-1C96-45FB-B28D-546F5F77C6F7
Maria De Marsico, Michele Nappi, Daniel Riccio, Genoveffa Tortora, Entropy-based template analysis in face biometric identification systems Signal, Image and Video Processing. ,vol. 7, pp. 493- 505 ,(2013) , 10.1007/S11760-013-0451-4
William H. Press, Saul A. Teukolsky, Numerical recipes Computers in Physics. ,vol. 4, pp. 669- 672 ,(1990) , 10.1063/1.4822961
Robert P.W. Duin, Elżbieta Pękalska, The dissimilarity space Pattern Recognition Letters. ,vol. 33, pp. 826- 832 ,(2012) , 10.1016/J.PATREC.2011.04.019