Yun Xu

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Roy GoodacreDepartment of Biochemistry and Systems Biology, ISMIB, University of LiverpoolVerified email at liverpool.ac.uk
David I. EllisUniversity of ManchesterVerified email at manchester.ac.uk
Howbeer MuhamadaliDepartment of Biochemistry and Systems Biology, ISMIB, University of LiverpoolVerified email at liverpool.ac.uk
Richard BreretonUniversity of BristolVerified email at bris.ac.uk
J. William AllwoodJames Hutton InstituteVerified email at hutton.ac.uk
Elon CorreaLiverpool John Moores University & Liverpool Centre for Cardiovascular ScienceVerified email at ljmu.ac.uk
Dustin J. PennSenior Scientist/Group Leader, Konrad Lorenz Institute of Ethology, Department of Integrative Biology and Evolution, University Verified email at vetmeduni.ac.at
Karl GrammerDepartment of Evolutionary Anthropology - University of ViennaVerified email at univie.ac.at
elisabeth oberzaucherUniversity of ViennaVerified email at univie.ac.at
Milos V NovotnyIndiana University, Houston, Stockholm, LKB Produkter AB, Brno, Czechoslovakian Academy of SciencesVerified email at indiana.edu
Warwick DunnUniversity of Birmingham, UKVerified email at bham.ac.uk
Drupad K TrivediLecturer at University of Manchester; Manchester Institute of Biotechnology, School of ChemistryVerified email at manchester.ac.uk
Piotr S. GromskiResearch Fellow, University of GlasgowVerified email at glasgow.ac.uk
Michael L. TurnerUniversity of ManchesterVerified email at manchester.ac.uk
Nicholas J W RattrayChancellor's Fellow and LecturerVerified email at strath.ac.uk
William CheungNorthumbria University, NewcastleVerified email at northumbria.ac.uk
Najla AlMasoudAssistant Professor in Analytical Chemistry, Princess Nourah bint Abdulrahman UniversityVerified email at pnu.edu.sa
Katherine Anne HollywoodManchester Institute of Biotechnology, School of Chemistry, University of ManchesterVerified email at manchester.ac.uk
Stephen FowlerUniversity of ManchesterVerified email at manchester.ac.uk
Abdu SubaihiAssistant Professor in Analytical Chemistry at umm alqura university, KSA.Verified email at uqu.edu.sa

Yun Xu

Department of Biochemistry and Systems Biology, ISMIB, University of Liverpool

Verified email at liverpool.ac.uk

Bioinformatics Chemometrics Analytical Chemistry


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A tutorial review: Metabolomics and partial least squares-discriminant analysis–a marriage of convenience or a shotgun wedding PS Gromski, H Muhamadali, DI Ellis, Y Xu, E Correa, ML Turner, ... Analytica chimica acta 879, 10-23, 2015	522	2015
Individual and gender fingerprints in human body odour DJ Penn, E Oberzaucher, K Grammer, G Fischer, HA Soini, D Wiesler, ... Journal of the Royal Society Interface 4 (13), 331-340, 2007	353	2007
1H NMR, GC− EI-TOFMS, and Data Set Correlation for Fruit Metabolomics: Application to Spatial Metabolite Analysis in Melon B Biais, JW Allwood, C Deborde, Y Xu, M Maucourt, B Beauvoit, WB Dunn, ... Analytical chemistry 81 (8), 2884-2894, 2009	143	2009
Support vector machines: a recent method for classification in chemometrics Y Xu, S Zomer, RG Brereton Critical reviews in analytical chemistry 36 (3-4), 177-188, 2006	135	2006
Non-invasive metabolomic analysis of breath using differential mobility spectrometry in patients with chronic obstructive pulmonary disease and healthy smokers M Basanta, RM Jarvis, Y Xu, G Blackburn, R Tal-Singer, A Woodcock, ... Analyst 135 (2), 315-320, 2010	129	2010
Quantitative Analysis of the Banned Food Dye Sudan-1 Using Surface Enhanced Raman Scattering with Multivariate Chemometrics† W Cheung, IT Shadi, Y Xu, R Goodacre The Journal of Physical Chemistry C 114 (16), 7285-7290, 2010	126	2010
Influence of Missing Values Substitutes on Multivariate Analysis of Metabolomics Data PS Gromski, Y Xu, HL Kotze, E Correa, DI Ellis, EG Armitage, ML Turner, ... Metabolites 4 (2), 433-452, 2014	118	2014
Portable, Quantitative Detection of Bacillus Bacterial Spores Using Surface-Enhanced Raman Scattering DP Cowcher, Y Xu, R Goodacre Analytical chemistry 85 (6), 3297-3302, 2013	117	2013
Fourier transform infrared spectroscopy and multivariate analysis for the detection and quantification of different milk species N Nicolaou, Y Xu, R Goodacre Journal of dairy science 93 (12), 5651-5660, 2010	117	2010
A comparison of Raman and FT-IR spectroscopy for the prediction of meat spoilage AA Argyri, RM Jarvis, D Wedge, Y Xu, EZ Panagou, R Goodacre, ... Food Control 29 (2), 461-470, 2013	109	2013
On Splitting Training and Validation Set: A Comparative Study of Cross-Validation, Bootstrap and Systematic Sampling for Estimating the Generalization Performance of Supervised … Y Xu, R Goodacre Journal of Analysis and Testing 2 (3), 249-262, 2018	86	2018
A comparative investigation of modern feature selection and classification approaches for the analysis of mass spectrometry data PS Gromski, Y Xu, E Correa, DI Ellis, ML Turner, R Goodacre Analytica chimica acta 829, 1-8, 2014	86	2014
MALDI-MS and multivariate analysis for the detection and quantification of different milk species N Nicolaou, Y Xu, R Goodacre Analytical and Bioanalytical Chemistry, 1-12, 2011	81	2011
Analysis of Volatile Organic Compounds in Human Saliva by a Static Sorptive Extraction Method and Gas Chromatography-Mass Spectrometry HA Soini, I Klouckova, D Wiesler, E Oberzaucher, K Grammer, SJ Dixon, ... Journal of chemical ecology, 1-8, 2010	79	2010
Fourier transform infrared and Raman spectroscopies for the rapid detection, enumeration and growth interaction of the bacteria Staphylococcus aureus and Lactococcus lactis … N Nicolaou, Y Xu, R Goodacre Analytical chemistry, 2011	74	2011
Detection and Quantification of Bacterial Spoilage in Milk and Pork Meat Using MALDI-TOF-MS and Multivariate Analysis N Nicolaou, Y Xu, R Goodacre Analytical chemistry 84 (14), 5951-5958, 2012	64	2012
Novel noninvasive identification of biomarkers by analytical profiling of chronic wounds using volatile organic compounds AN Thomas, S Riazanskaia, W Cheung, Y Xu, R Goodacre, CL Thomas, ... Wound Repair and Regeneration 18 (4), 391-400, 2010	64	2010
Pattern recognition of gas chromatography mass spectrometry of human volatiles in sweat to distinguish the sex of subjects and determine potential discriminatory marker peaks SJ Dixon, Y Xu, RG Brereton, HA Soini, MV Novotny, E Oberzaucher, ... Chemometrics and intelligent laboratory systems 87 (2), 161-172, 2007	61	2007
Acclimation of metabolism to light in Arabidopsis thaliana – the glucose 6-phosphate/phosphate translocator GPT2 directs metabolic acclimation B Dyson, JW Allwood, R Feil, Y Xu, M Miller, C Bowsher, R Goodacre, ... Plant, Cell and Environment 38, 1404-1417, 2015	57	2015
The influence of scaling metabolomics data on model classification accuracy PS Gromski, Y Xu, KA Hollywood, ML Turner, R Goodacre Metabolomics 11 (3), 684-695, 2015	56	2015

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