Zobrazeno 1 - 10
of 29
pro vyhledávání: '"R.D. De Veaux"'
Publikováno v:
Journal of Chemometrics. 23:605-617
In the literature, much effort has been put into modeling dependence among variables and their interactions through nonlinear transformations of predictive variables. In this paper, we propose a nonlinear generalization of Partial Least Squares (PLS)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f3f46f43f017f463dcc6910c842faa47
https://doi.org/10.1002/cem.1260
https://doi.org/10.1002/cem.1260
Publikováno v:
Computers & Chemical Engineering. 17:819-837
The most popular form of artificial neural networks, feedforward networks with sigmoidal activation functions, and a new statistical technique, multivariate adaptive regression splines (MARS) are compared in terms of both their accuracy in learning d
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::af04c9fc017685ae28c5b8969ef26b9f
https://doi.org/10.1016/0098-1354(93)80066-v
https://doi.org/10.1016/0098-1354(93)80066-v
Autor:
R.D. De Veaux
Publikováno v:
2007 29th International Conference on Information Technology Interfaces.
Summary form only given. Data mining has been defined as a process that uses a variety of data analysis and modeling techniques to discover patterns and relationships in data that may be used to make accurate predictions and decision.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9a9052974c91e0d69818e80753e3ba22
https://doi.org/10.1109/iti.2007.4283735
https://doi.org/10.1109/iti.2007.4283735
Autor:
Lyle H. Ungar, R.D. De Veaux
Publikováno v:
Proceedings of 1995 American Control Conference - ACC'95.
Radial basis function (RBF) neural networks offer an attractive equation form for use in model-based control because they can approximate highly nonlinear plants and yet are well suited for linear adaptive control. We show how interpreting RBFs as mi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d86f4138b8bed4f5cf22c15390db7159
https://doi.org/10.1109/acc.1995.531211
https://doi.org/10.1109/acc.1995.531211
Publikováno v:
Proceedings of 1994 American Control Conference - ACC '94.
After a brief review of some statistical approaches to multivariate process control, we present a technique for determining root causes when information is available on likely out of control scenarios or fault types. We utilize linear dimension reduc
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b59dd81973c2dc933fb107533175fc17
https://doi.org/10.1109/acc.1994.752264
https://doi.org/10.1109/acc.1994.752264
Autor:
R.D. De Veaux
Publikováno v:
IEEE Transactions on Image Processing.
Summary form only given. Data mining is the analysis of (often large) observational data sets to find unsuspected relationships and to summarize the data in novel ways that are both understandable and useful to the data owner (D. Hand (2001). Much ex
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::abec47044a06e42b70db81d539e57d61
https://doi.org/10.1109/iti.2003.1225315
https://doi.org/10.1109/iti.2003.1225315
Akademický článek
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Akademický článek
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Autor:
R.D. De Veaux
Publikováno v:
Computational Statistics & Data Analysis. 8:227-245
The purpose of this article is to develop the technology of models based on mixtures of linear regressions and, in particular, to draw out the relevance of the EM algorithm to the associated maximum likelihood equations. A √n-consistent starting po
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::807e20ffdae8f8316b0e7d997215d77f
https://doi.org/10.1016/0167-9473(89)90043-1
https://doi.org/10.1016/0167-9473(89)90043-1
Autor:
K. J. Hyver, R.D. De Veaux
Publikováno v:
Journal of High Resolution Chromatography. 12:208-212
Stationary phase crosslinking conditions for fused silica capillary columns were optimized with the use of a factorial design experiment. This experimental strategy was chosen because it provided for the determination of two-factor interactions. A pr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6c5ddce3bcb8a70f3bfc850e778b47d4
https://doi.org/10.1002/jhrc.1240120404
https://doi.org/10.1002/jhrc.1240120404