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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.
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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.

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Chemical functional groups of extractives, cellulose and lignin extracted from native Leucaena leucocephala bark

TL;DR: In this article, an ethanol toluene-soluble extractive, alpha-cellulose and lignin obtained from Leucaena leucocephala bark were characterized to determine their chemical functional groups.
Journal ArticleDOI

Model-based analysis of high shear wet granulation from batch to continuous processes in pharmaceutical production - A critical review

TL;DR: Modelling and supporting measurement tools for the high shear wet granulation (HSWG) process are reviewed, and the twin-screw granulator as a device for continuous HSWG is focused on and a set of open research questions are identified.
Journal ArticleDOI

Applications of raman spectroscopy in biopharmaceutical manufacturing: a short review

TL;DR: The review shows that the properties of Raman have been successfully exploited to deliver unique and useful analytical solutions, particularly for online process monitoring, and shows that its inherent susceptibility to fluorescence interference and the weakness of the Raman effect mean that it can never be a panacea.
References
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Book

Neural Networks: A Comprehensive Foundation

Simon Haykin
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.
Book

Classification and regression trees

Leo Breiman
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

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.
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