By Rita Maria de Brito Alves, Claudio Augusto Oller do Nascimento, Evaristo Chalbaud Biscaia Jr.
This ebook comprises the complaints of the10th variation of a sequence of foreign symposia on approach platforms Engineering (PSE)initiated in 1982. The specified concentration of PSE09 is how PSE tools can aid sustainable source structures and rising applied sciences within the parts of eco-friendly engineering.
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Extra info for 10th International Symposium on Process Systems Engineering: Part A
The cost closely relates to the objective of the K-means algorithm; the only difference being in the neighbourhood function. In that sense, the SOM operates as the conventional clustering method, if the width of the kernel is constantly set to zero. The SOM has also neat projection properties: the cost also closely resembles the objective optimized by Curvilinear Components Analysis, CCA (Demartines and Herault, 1997). In the typical case of projections onto 2D arrays, the SOM offers excellent displays for data exploration.
C. Cooper, 1995, An examination of procedures for determining the number of clusters in a dataset, Psychometrika 50, 159–179. M. Oja, S. Kaski, T. Kohonen, 2003, Bibliography of Self-Organizing Map (SOM) papers: 19982001 addendum, Neural Computing Surveys 3, 1–156. J. D. dissertation, Helsinki University of Technology, Finland. 10th International Symposium on Process Systems Engineering - PSE2009 Rita Maria de Brito Alves, Claudio Augusto Oller do Nascimento and Evaristo Chalbaud Biscaia Jr. V.
L. Massart, 2002, Methods for outlier detection in prediction, Chemometrics and intelligent Laboratory Systems, 63, 27-39. P. , 2006, A Practical Guide to Chemometrics: Second Edition, CRC Press – Taylor & Francis. J. Gudmundsson, M. Hammar, M. van Kreveld, 2002, High order Delaunay triangulations, Computational Geometry, 23, 85-98. L. A. Fernández Pierna, F. Wahl, P. L. Massart, 2003, The Law of Mixtures method for multivariate calibration, Analytica Chimica Acta, 476, 73-84. L. , Fernández Pierna, Q.
10th International Symposium on Process Systems Engineering: Part A by Rita Maria de Brito Alves, Claudio Augusto Oller do Nascimento, Evaristo Chalbaud Biscaia Jr.