نتایج جستجو برای: chemometric classification

تعداد نتایج: 494131  

2014
Tomasz Dymerski Jacek Gebicki Waldemar Wardencki Jacek Namiesnik

The paper presents practical utilization of an electronic nose prototype, based on the FIGARO semiconductor sensors, in fast classification of Polish honey types-acacia flower, linden flower, rape, buckwheat and honeydew ones. A set of thermostating modules of the prototype provided gradient temperature characteristics of barbotage-prepared gas mixtures and stable measurement conditions. Three ...

2017
Chu Zhang Tingting Shen Fei Liu Yong He

We linked coffee quality to its different varieties. This is of interest because the identification of coffee varieties should help coffee trading and consumption. Laser-induced breakdown spectroscopy (LIBS) combined with chemometric methods was used to identify coffee varieties. Wavelet transform (WT) was used to reduce LIBS spectra noise. Partial least squares-discriminant analysis (PLS-DA), ...

2015
Mauro Tomassetti Federico Marini Luigi Campanella Matteo Positano Francesco Marinucci

BACKGROUND Literature on mortars has mainly focused on the identification and characterization of their components in order to assign them to a specific historical period, after accurate classification. For this purpose, different analytical techniques have been proposed. Aim of the present study was to verify whether the combination of thermal analysis and chemometric methods could be used to ...

Journal: :Analytical chemistry 2005
Olivier Cloarec Marc E Dumas Johan Trygg Andrew Craig Richard H Barton John C Lindon Jeremy K Nicholson Elaine Holmes

In general, applications of metabonomics using biofluid NMR spectroscopic analysis for probing abnormal biochemical profiles in disease or due to toxicity have all relied on the use of chemometric techniques for sample classification. However, the well-known variability of some chemical shifts in 1H NMR spectra of biofluids due to environmental differences such as pH variation, when coupled wit...

2004
Maxsim Yap Mee Sim Mohd Noor Ahmad Ali Yeon Md Shakaff

The purpose of this work was an attempt to monitor the ripeness process and to investigate the different maturity stages of jackfruit by chemometric treatment of the data obtained from the disposable sensor. Response of the sensor strip fabricated using screenprinting technology was analyzed using Principal Component Analysis (PCA) and the classification model constructed by means of Canonical ...

2007
Jana SádeCká

Sádecká J., Tóthová J. (2007): Fluorescence spectroscopy and chemometrics in the food classification − a review. Czech J. Food Sci., 25: 159–173. This review deals with the last few years’ articles on various fluorescence techniques (conventional, excitation-emission matrix, and synchronous fluorescence spectroscopy) as a tool for the classification of food samples. Chemometric methods as princ...

Journal: :Phytochemical analysis : PCA 2013
Haidy A Gad Sherweit H El-Ahmady Mohamed I Abou-Shoer Mohamed M Al-Azizi

INTRODUCTION Herbal medicines (HM) and their preparations have been widely used for hundreds of years all over the world. However, they have not been officially recognised due to a lack of adequate or accepted research methodology for their evaluation. OBJECTIVE To present a concise overview of the recent applications of chemometrics in solving the ambiguity of herbal medicine authentication ...

2011
Kurt Varmuza

A fundamental task in science and technology is searching for relationships between data sets, e. g., modeling a PROPERTY y by one or several VARIABLES x. Often a desired property cannot be determined directly or only with high cost. In contrary some x-data may be easily available. Depending on how well known and how strictly defined the relationship between x and y is, we can distinguish diffe...

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