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Naji, M. |
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Motta, Antonella |
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Aletan, Dirar |
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Mohamed, Tarek |
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Ertürk, Emre |
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Taccardi, Nicola |
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Kononenko, Denys |
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Petrov, R. H. | Madrid |
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Alshaaer, Mazen | Brussels |
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Bih, L. |
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Casati, R. |
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Muller, Hermance |
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Kočí, Jan | Prague |
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Šuljagić, Marija |
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Kalteremidou, Kalliopi-Artemi | Brussels |
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Azam, Siraj |
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Ospanova, Alyiya |
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Blanpain, Bart |
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Ali, M. A. |
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Popa, V. |
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Rančić, M. |
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Ollier, Nadège |
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Azevedo, Nuno Monteiro |
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Landes, Michael |
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Rignanese, Gian-Marco |
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Del Valle, Manel
in Cooperation with on an Cooperation-Score of 37%
Topics
Publications (37/37 displayed)
- 2021Wavelet neural networks
- 2020Improved Sensing of Capsaicin with TiO2 Nanoparticles Modified Epoxy Graphite Electrode
- 2018Bioelectronic tongue using MIP sensors for the resolution of volatile phenolic compounds
- 2018Multivariate Determination of Total Sugar Content and Ethanol in Bioethanol Production Using Carbon Electrodes Modified with MWCNT/MeOOH and Chemometric Data Treatment
- 2018Label-free aptasensor for lysozyme detection using electrochemical impedance spectroscopycitations
- 2017Molecularly imprinted polymers for TNT analogues :citations
- 2017Graphene electrode platform for impedimetric aptasensing
- 2016Analysis of Amino Acid Mixtures by Voltammetric Electronic Tongues and Artificial Neural Networks
- 2016Simultaneous Voltammetric Determination of Heavy Metals by Use of Crown Ether-modified Electrodes and Chemometricscitations
- 2016Resolution of galactose, glucose, xylose and mannose in sugarcane bagasse employing a voltammetric electronic tongue formed by metals oxy-hydroxide/MWCNT modified electrodescitations
- 2015Crown ether-modified electrodes for the simultaneous stripping voltammetric determination of Cd(II), Pb(II) and Cu(II)citations
- 2015DNA polymorphism sensitive impedimetric detection on gold-nanoislands modified electrodescitations
- 2014Discrimination of Soils and Assessment of Soil Fertility Using Information from an Ion Selective Electrodes Array and Artificial Neural Networkscitations
- 2014Label-free impedimetric aptasensor based on epoxy-graphite electrode for the recognition of cytochrome c
- 2014A comparison of four protocols for the immobilization of an aptamer on graphite composite electrodes
- 2014Array of peptide-modified electrodes for the simultaneous determination of Pb(II), Cd(II) and Zn(II)
- 2014Pd nanoparticles/multiwalled carbon nanotubes electrode system for voltammetric sensing of tyrosinecitations
- 2014Impedimetric DNA Biosensors Based on Nanomaterialscitations
- 2012Determination of total polyphenol index in wines employing a voltammetric electronic tonguecitations
- 2012Impedimetric DNA Sensing Employing Nanomaterialscitations
- 2012A reusable impedimetric aptasensor for detection of thrombin employing a graphite-epoxy composite electrodecitations
- 2011Multiway processing of data generated with a potentiometric electronic tongue in a SIA systemcitations
- 2011A new amperometric bienzymatic biosensor based on biocomposites for the determination of gluconic acid in winescitations
- 2010Use of Sequential Injection Analysis to construct a potentiometric electronic tongue: Application to the multidetermination of heavy metalscitations
- 2009Electrochemical immunosensor for the diagnosis of celiac diseasecitations
- 2009Resolution of heavy metal mixtures from highly overlapped ASV voltammograms employing a wavelet neural networkcitations
- 2007EIS multianalyte sensing with an automated SIA system-An electronic tongue employing the impedimetric signalcitations
- 2007Application of the avidin-biotin interaction to immobilize DNA in the development of electrochemical impedance genosensorscitations
- 2007Multicomponent titration of calcium + magnesium mixtures employing a potentiometric electronic-tonguecitations
- 2006Impedimetric genosensors for the detection of DNA hybridizationcitations
- 2006Genomagnetic assay based on label-free electrochemical detection using magneto-composite electrodescitations
- 2006Urea impedimetric biosensor based on polymer degradation onto interdigitated electrodescitations
- 2005Integration of a glucose biosensor based on an epoxy-graphite- TTF·TCNQ-GOD biocomposite into a FIA systemcitations
- 2005Glucose biosensor based on carbon nanotube epoxy compositescitations
- 2005Sensitive stripping voltammetry of heavy metals by using a composite sensor based on a built-in bismuth precursorcitations
- 2004Renewable Protein A modified graphite-epoxy composite for electrochemical immunosensingcitations
- 2004Rigid carbon composites: A new transducing material for label-free electrochemical genosensingcitations
Places of action
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article
Resolution of galactose, glucose, xylose and mannose in sugarcane bagasse employing a voltammetric electronic tongue formed by metals oxy-hydroxide/MWCNT modified electrodes
Abstract
<p>Second generation ethanol is produced from the carbohydrates released from the cell wall of bagasse and straw of sugarcane. The objective of this work is the characterization and application of a voltammetric electronic tongue using an array of glassy carbon electrodes modified with multi-walled carbon nanotubes containing metal (Paladium, Gold, Copper, Nickel and Cobalt) oxy-hydroxide nanoparticles (GCE/MWCNT/MetalsOOH) towards a simpler analysis of carbohydrates (glucose, xylose, galactose and mannose). The final architecture of the back-propagation Artificial Neural Network (ANN) model had 36 input neurons and a hidden layer with 5 neurons. The ANN based prediction model has provided satisfactory concentrations for all carbohydrates; the obtained response had a maximum NRMSE of 12.4% with a maximum deviation of slopes in the obtained vs. expected comparison graph of 15%. For all species, the comparison correlation coefficient was of r ≥ 0.99 for the training subset and of r ≥ 0.96 for the test subset.</p>