Łukasz Górski

Printed Non-Enzymatic Sensors for Non-Invasive, Real-Time Sweat pH and Lactate Monitoring for Sport and Medicine

Izabela Wojciechowska, Jakub Krzemiński, Andrzej Pepłowski, Monika Petelczyc et autres

Automatic Baseline Correction of 1D Signals Using a Parameter-Free Deep Convolutional Autoencoder Algorithm

Łukasz Górski, Małgorzata Jakubowska

Baseline correction techniques are highly applicable in analytical chemistry. Consequently, there is a constant demand for universal and automated baseline correction methods. Our new procedure, based on the Convolutional Autoencoder (ConvAuto) model and combined with an automated implementation algorithm (ApplyModel procedure), meets …

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Automatic Baseline Correction of 1D Signals Using a Parameter-Free Deep Convolutional Autoencoder Algorithm

Łukasz Górski, Małgorzata Jakubowska

Baseline correction techniques are highly applicable in analytical chemistry. Consequently, there is a constant demand for universal and automated baseline correction methods. Our new procedure based on the Convolutional Autoencoder model (ConvAuto model) combined with an automated algorithm to Apply the Model …

pl (code pays fourni par la source)

A graphical user interface for arPLS baseline correction

Łukasz Górski, Małgorzata Jakubowska

pl (code pays fourni par la source)

Observation of Spontaneous Maturation Process of Young Wine by Application of the Voltammetric Quadruple Disk Iridium Sensor Combined with Chemometrics

Szymon Wójcik, Łukasz Górski, Małgorzata Jakubowska

This paper describes a straightforward strategy, which enabled monitoring of the natural young wine maturation and calculation of the time elapsed since the harvest. Samples of four natural young wines from the Polish vineyard have been measured during the period of late …

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Ridge regression with self - Paced learning algorithm in interpretation of voltammetric signals

Łukasz Górski, Małgorzata Jakubowska

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Classification of six herbal bioactive compositions employing LAPV and PLS‐DA

Łukasz Górski, Mateusz Kowalcze, Małgorzata Jakubowska

Abstract Numerous medical herbal products available on the market require development of fast and cheap strategies of authenticity control. Such method may be large amplitude pulse voltammetry (LAPV) with boron‐doped diamond electrode (BDDE), combined with chemometric supervised method—partial least squares discriminant analysis …

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Adaptation of the Experimental Background (ATEB) Method in Voltammetric Determination of Thujone in Herbal Matrices

Łukasz Górski, Mateusz Kowalcze, Małgorzata Jakubowska

Abstract In this work, a new baseline correction method, named the Adaptation of The Experimental Background (ATEB), based on the subtraction of the blank sample signal (registered for solution without an analyte, for example a supporting electrolyte), was introduced. However, the method …

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Voltammetric Determination of Ternary Phenolic Antioxidants Mixtures with Peaks Separation by ICA

Łukasz Górski, Wanda Sordoń, Małgorzata Jakubowska

The paper refers to the problem of separation of the overlapping signals in voltammetry, which was resolved by the assumption that the univariate calibration models for the individual analytes are requested.It was demonstrated that Independent Components Analysis (ICA) is an effective tool …

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Independent Components Analysis of the Overlapping Voltammetric Signals

Łukasz Górski, Władysław W. Kubiak, Małgorzata Jakubowska

Abstract This paper introduces the Independent Components Analysis (ICA) to voltammetry and extends possibility of the qualitative and quantitative analysis of binary mixtures of similar oxidation/reduction potentials. It was demonstrated that even in the case of distance between peaks potentials equal to …

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Voltammetric classification of ciders with PLS-DA

Łukasz Górski, Wanda Sordoń, Filip Ciepiela, Władysław W. Kubiak et autres

pl (code pays fourni par la source)

Automatic baseline correction in voltammetry

Łukasz Górski, Filip Ciepiela, Małgorzata Jakubowska

pl (code pays fourni par la source)