Journal ArticleDOI
A review of near infrared spectroscopy and chemometrics in pharmaceutical technologies.
TLDR
This review focuses on chemometric techniques and pharmaceutical NIRS applications, covering qualitative analyses, quantitative methods and on-line applications for near-infrared spectroscopy for pharmaceutical forms.About:
This article is published in Journal of Pharmaceutical and Biomedical Analysis.The article was published on 2007-07-27. It has received 1041 citations till now.read more
Citations
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Dissertation
Quantification of active pharmaceutical ingredients and polymorphs in tablets by spectroscopic means
Journal ArticleDOI
Development of a Qualitative near Infrared Screening Method for Quality Consistency Assessment of Virgin Sunflower Oil
TL;DR: In this article, the results of spectral analysis of reference library and market samples were correlated using Mahalanobis distance method and validated by correct classification method using positive and negative control samples.
Journal Article
Nutritional contribution of berries for fighting oxidative stress
Ivana Bečić,Ivana Polović,Senka Djaković,Jasmina Lapić,Jasenka Gajdoš Kljusurić,Želimir Kurtanjek +5 more
TL;DR: In this article, the authors used a standard method like determination of total phenols with Folin-Ciocalteu reagent and some methods that are rarely used in the analysis of samples which are rich in polyphenols, such as near-infrared spectroscopy and Briggs-Rauscher reaction.
Advanced monitoring and control in biopharmaceutical production
TL;DR: A model-reference based controller was derived that adapts its settings in response to the time-varying conditions in order to control the specific growth rate during fed-batch cultivation, thus obtaining higher bulk vaccine concentrations compared to the standard production process.
References
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Book
Neural Networks: A Comprehensive Foundation
TL;DR: Thorough, well-organized, and completely up to date, this book examines all the important aspects of this emerging technology, including the learning process, back-propagation learning, radial-basis function networks, self-organizing systems, modular networks, temporal processing and neurodynamics, and VLSI implementation of neural networks.
Journal ArticleDOI
Classification and Regression Trees.
Book
Classification and regression trees
TL;DR: The methodology used to construct tree structured rules is the focus of a monograph as mentioned in this paper, covering the use of trees as a data analysis method, and in a more mathematical framework, proving some of their fundamental properties.
Journal ArticleDOI
Nearest neighbor pattern classification
Thomas M. Cover,Peter E. Hart +1 more
TL;DR: The nearest neighbor decision rule assigns to an unclassified sample point the classification of the nearest of a set of previously classified points, so it may be said that half the classification information in an infinite sample set is contained in the nearest neighbor.