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
In-Line Monitoring of the CO2, MDEA, and PZ Concentrations in the Liquid Phase during High Pressure CO2 Absorption
Alexandr Kachko,Leonardus Volkert van der Ham,Daphne E. Bakker,Annemieke Van De Runstraat,Michiel Nienoord,Thijs J. H. Vlugt,Earl Goetheer +6 more
TL;DR: In this article, an aqueous solution of methyldiethanolamine (MDEA) promoted by piperazine (PZ) for absorption rate acceleration was used.
Dissertation
Nature, extent, awareness, and attitudes towards counterfeit medicine in Lebanon
TL;DR: The study’s objectives were to determine the nature and extent of counterfeit medicines and to assess public and pharmacist awareness, and attitudes towards CFM in Lebanon.
Journal ArticleDOI
Estimation of Starch Hydrolysis in Sweet Potato (Beni Haruka) Based on Storage Period Using Nondestructive Near-Infrared Spectrometry
TL;DR: In this article, the changes in the moisture, starch, and α-amylase content of sweet potatoes were measured for eight weeks after harvest using nondestructive near-infrared analyses and chemometric models.
Book ChapterDOI
PAT for pharmaceutical manufacturing process involving solid dosages forms
TL;DR: The chapter aims to provide basic knowledge for nonexperts who want to apply NIR spectroscopy in combination with multivariate analysis as PAT tools for quality control and allow the extraction of useful information for the calibration purpose.
Proceedings ArticleDOI
A Subset Selection Algorithm for Multivariate Modeling Based on the Spectral Variations
Zhe Li,Jinchao Feng,Kebin Jia +2 more
TL;DR: The prediction performance results from experimental studies showed that the prediction performance of SPXYZ-PLS is significantly better than the other models, and the proposed method is an alternative method of subset selection for calibration modeling.
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.