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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Journal ArticleDOI
ICAS-PAT: A software for design, analysis and validation of PAT systems
TL;DR: The use of a systematic model and data based methodology has been implemented into a systematic computer-aided framework to develop a software (ICAS-PAT) for design, validation and analysis of PAT systems.
Journal ArticleDOI
A comparative study of the use of powder X-ray diffraction, Raman and near infrared spectroscopy for quantification of binary polymorphic mixtures of piracetam.
Denise M. Croker,Michelle C. Hennigan,Anthony Maher,Yun Hu,Alan G. Ryder,Benjamin K. Hodnett +5 more
TL;DR: The results demonstrated that Raman and NIR spectroscopy are most suitable for quantitative analysis of this polymorphic mixture of piracetam, making PXRD the least preferred method of quantification.
Journal ArticleDOI
A review of in-line and on-line measurement techniques to monitor industrial mixing processes
TL;DR: Real-time sensing techniques that do not require manual material sampling are of particular interest owing to their automatic data acquisition capability, making them suitable for use in control systems for process automation and eventually as connected sensors in Industry 4.0.
Journal ArticleDOI
In‐line analysis of a fluid bed pellet coating process using a combination of near infrared and Raman spectroscopy
TL;DR: In this article, near infrared (NIR) and Raman spectroscopic analyzers applied through an immersion Lighthouse Probe (LHP) were used for simultaneous in-line monitoring of a fluid bed pellet coating process.
Journal ArticleDOI
Quantitation of curcuminoids in curcuma rhizome by near-infrared spectroscopic analysis.
TL;DR: The prediction of the composition by PLS-R analysis showed high correlation with the results of HPLC quantitations, and combination usage of the Standard Normal Variate and second derivatives was obviously superior to other preprocessing methods.
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.