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Search results for: CHEMOMETRICS
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Introduction to chemometrics
PublicationW pracy przedstawiono definicję chemometrii oraz zakres jej zastosowań. Przedstawiono ponadto podstawowe metody chemometryczne oraz ich zalety i ograniczenia. Szczególny nacisk położono na przygotowanie i kontrolę danych oraz właściwy dobór metod analizy danych.
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Chemometrics and Statistics | Multicriteria Decision Making
PublicationThis contribution describes the application of Multicriteria Decision Making tools in analytical chemistry. The general scheme of MCDM is presented to show its general steps. The most frequently applied in analytical sciences MCDM techniques – AHP, ELECTRE, PROMETHEE and TOPSIS – are briefly described and their advantages and disadvantages are discussed. The applications in analytical chemistry are selection of an appropriate...
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Spectrofotometric titration of dsDNA by nitroacridines - chemometrics approach
PublicationW pracy zastosowano podejście chemometryczne do analizy zestawów widm absorpcyjnych w obszarze widzialnym, uzyskanych podczas miareczkowania spektrofotometrycznego nitroakrydyn o potencjalnej aktywności przeciwnowotworowej przy pomocy DNA.Zastosowanie analizy głównych składowych (PCA) wykazało, że podczas miareczkowania 1-nitroakrydyn powstają dwa typy kompleksów, podczas gdy w przypadku 3-nitroakrydyn tylko jeden. Iteracyjna procedura...
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Chemometrics approaches to green analytical chemistry procedure development
PublicationChemometric tools are widely used in analytical chemistry for the reduction of data dimensionality, grouping of variables and processing of analytical signals. They have also the potential to be applied in analytical procedure development with the aim of minimizing the procedure’s environmental impact. The design of experiment gives the possibility to obtain much better information on the system response than in case of “changing...
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A solvent selection guide based on chemometrics and multicriteria decision analysis
PublicationThe selection of suitable solvents is a crucially important subject in a wide range of chemical processes. This study presents a solvent selection guide where 151 solvents were assessed, including a significant number of recently reported bio-based solvents. The assessment procedure involves grouping of solvents according to their physicochemical parameters and ranking within clusters according to their toxicological and hazard...
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Chemometrics in monitoring spatial and temporal variations in drinking water quality
PublicationOpracowanie przedstawia wyniki zastosowania wybranych technik chemometrycznych w monitoringu okresowych i powierzchniowych zmian jakości wody pitnej na podstawie wyników oznaczeń chloro i bromopochodnych produktów dezynfekcji wody w 12 dzielnicach w Gdańsku w okresie 1993-2000. Na podstawie wyników analizy podobieństwa lokalizacje podzielono na dwie grupy dzielnic różniących się jakością wody pitnej spowodowanej różnicami wynikającymi...
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CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
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Chemometrics for Selection, Prediction, and Classification of Sustainable Solutions for Green Chemistry—A Review
PublicationIn this review, we present the applications of chemometric techniques for green and sustainable chemistry. The techniques, such as cluster analysis, principal component analysis, artificial neural networks, and multivariate ranking techniques, are applied for dealing with missing data, grouping or classification purposes, selection of green material, or processes. The areas of application are mainly finding sustainable solutions...
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Thermal degradation assessment of canola and olive oil using ultra-fast gas chromatography coupled with chemometrics
PublicationOil blending is often used to enhance the properties of vegetable oils. The admixture of a more thermally stable oil makes the resulting blend more suitable for use in frying. A new method of quality assessment of vegetable oils used in frying is presented in this paper. In this method, ultra-fast gas chromatography coupled with flame ionization detector and chemometrics is employed. Principal component analysis was used for data...
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JOURNAL OF CHEMOMETRICS
Journals