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Wyszukujesz frazę ""Discriminant Analysis"" wg kryterium: Temat


Tytuł :
Improved multi-class discrimination by Common-Subset-of-Independent-Variables Partial-Least-Squares Discriminant Analysis.
Autorzy :
Andries JPM; Research Group Analysis Techniques in the Life Sciences, Avans Hogeschool, University of Professional Education, P.O. Box 90116, 4800, RA Breda, the Netherlands. Electronic address: .
Vander Heyden Y; Department of Analytical Chemistry, Applied Chemometrics and Molecular Modelling, Vrije Universiteit Brussel-VUB, Laarbeeklaan 103, B-1090, Brussels, Belgium.
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Źródło :
Talanta [Talanta] 2021 Nov 01; Vol. 234, pp. 122595. Date of Electronic Publication: 2021 Jun 15.
Typ publikacji :
Journal Article
MeSH Terms :
Discriminant Analysis*
Least-Squares Analysis
Czasopismo naukowe
Tytuł :
Molecular Topology for the Search of New Anti-MRSA Compounds.
Autorzy :
Bueso-Bordils JI; Departamento de Farmacia, Universidad Cardenal Herrera-CEU, CEU Universities C/Ramón y Cajal s/n, 46115 Alfara del Patriarca, Valencia, Spain.
Alemán-López PA; Departamento de Farmacia, Universidad Cardenal Herrera-CEU, CEU Universities C/Ramón y Cajal s/n, 46115 Alfara del Patriarca, Valencia, Spain.
Martín-Algarra R; Departamento de Farmacia, Universidad Cardenal Herrera-CEU, CEU Universities C/Ramón y Cajal s/n, 46115 Alfara del Patriarca, Valencia, Spain.
Duart MJ; Departamento de Farmacia, Universidad Cardenal Herrera-CEU, CEU Universities C/Ramón y Cajal s/n, 46115 Alfara del Patriarca, Valencia, Spain.
Falcó A; ESI International , Departamento de Matemáticas, Física y Ciencias Tecnológicas, Universidad Cardenal Herrera-CEU, CEU Universities San Bartolomé 55, 46115 Alfara del Patriarca, Valencia, Spain.
Antón-Fos GM; Departamento de Farmacia, Universidad Cardenal Herrera-CEU, CEU Universities C/Ramón y Cajal s/n, 46115 Alfara del Patriarca, Valencia, Spain.
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Źródło :
International journal of molecular sciences [Int J Mol Sci] 2021 May 29; Vol. 22 (11). Date of Electronic Publication: 2021 May 29.
Typ publikacji :
Journal Article
MeSH Terms :
Discriminant Analysis*
Anti-Infective Agents/*chemistry
Drug Discovery/*methods
Algorithms ; Anti-Infective Agents/pharmacology ; Methicillin-Resistant Staphylococcus aureus/drug effects ; Models, Statistical ; Structure-Activity Relationship
Czasopismo naukowe
Tytuł :
Pure Ion Chromatograms Combined with Advanced Machine Learning Methods Improve Accuracy of Discriminant Models in LC-MS-Based Untargeted Metabolomics.
Autorzy :
Tian M; College of Chemistry and Chemical Engineering, Central South University, Changsha 410083, China.
Lin Z; Yunnan Academy of Tobacco Agricultural Sciences, Kunming 650021, China.
Wang X; Shanghai New Tobacco Product Research Institute Limited Company, Shanghai 200082, China.
Yang J; Shanghai New Tobacco Product Research Institute Limited Company, Shanghai 200082, China.
Zhao W; Shanghai New Tobacco Product Research Institute Limited Company, Shanghai 200082, China.
Lu H; College of Chemistry and Chemical Engineering, Central South University, Changsha 410083, China.
Zhang Z; College of Chemistry and Chemical Engineering, Central South University, Changsha 410083, China.
Chen Y; Yunnan Academy of Tobacco Agricultural Sciences, Kunming 650021, China.
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Źródło :
Molecules (Basel, Switzerland) [Molecules] 2021 May 05; Vol. 26 (9). Date of Electronic Publication: 2021 May 05.
Typ publikacji :
Journal Article
MeSH Terms :
Discriminant Analysis*
Machine Learning*
Metabolomics*
Models, Theoretical*
Tandem Mass Spectrometry*
Algorithms ; Chromatography, Liquid ; Colonic Neoplasms/diagnosis ; Data Analysis ; Humans ; Male ; Middle Aged ; Principal Component Analysis ; ROC Curve
Czasopismo naukowe
Tytuł :
Exploring two-trace two-dimensional (2T2D) correlation spectroscopy as an effective approach to improve accuracy of discriminant analysis by highlighting asynchronous features in two separate spectra of a sample.
Autorzy :
Sohng W; Department of Chemistry and Research Institute for Convergence of Basic Science, Hanyang University, Seoul, 04763, Republic of Korea.
Eum C; Department of Chemistry and Research Institute for Convergence of Basic Science, Hanyang University, Seoul, 04763, Republic of Korea.
Chung H; Department of Chemistry and Research Institute for Convergence of Basic Science, Hanyang University, Seoul, 04763, Republic of Korea. Electronic address: .
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Źródło :
Analytica chimica acta [Anal Chim Acta] 2021 Apr 01; Vol. 1152, pp. 338255. Date of Electronic Publication: 2021 Jan 28.
Typ publikacji :
Journal Article
MeSH Terms :
Discriminant Analysis*
Geography ; Olive Oil/analysis ; Spectrum Analysis
Czasopismo naukowe
Tytuł :
Discrimination of vermilion (sindoor) using attenuated total reflectance fourier transform infrared spectroscopy in combination with PCA and PCA-LDA.
Autorzy :
Chophi R; Department of Forensic Science, Punjabi University Patiala, Punjab, India.
Sharma S; Department of Forensic Science, Punjabi University Patiala, Punjab, India.
Singh R; Department of Forensic Science, Punjabi University Patiala, Punjab, India.
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Źródło :
Journal of forensic sciences [J Forensic Sci] 2021 Mar; Vol. 66 (2), pp. 594-607. Date of Electronic Publication: 2020 Nov 02.
Typ publikacji :
Journal Article
MeSH Terms :
Discriminant Analysis*
Principal Component Analysis*
Spectroscopy, Fourier Transform Infrared*
Pigments, Biological/*isolation & purification
Forensic Medicine ; Humans ; India ; Reproducibility of Results
Czasopismo naukowe
Tytuł :
Biochemical characterization of pathogenic bacterial species using Raman spectroscopy and discrimination model based on selected spectral features.
Autorzy :
de Siqueira E Oliveira FS; Instituto de Ciências da Saúde, Universidade Paulista - UNIP, Rod. Pres. Dutra, km 157, São José dos Campos, SP, 12240-420, Brazil.
da Silva AM; Instituto de Ciências da Saúde, Universidade Paulista - UNIP, Rod. Pres. Dutra, km 157, São José dos Campos, SP, 12240-420, Brazil.
Pacheco MTT; Center for Innovation, Technology and Education - CITE, Universidade Anhembi Morumbi - UAM, Parque Tecnológico de São José dos Campos, Estr. Dr. Altino Bondensan 500, São José dos Campos, SP, 12247-016, Brazil.
Giana HE; Laboratório Oswaldo Cruz, Pça Candida Maria Cesar Sawaya Giana 128, São José dos Campos, SP, 12243-003, Brazil.
Silveira L Jr; Center for Innovation, Technology and Education - CITE, Universidade Anhembi Morumbi - UAM, Parque Tecnológico de São José dos Campos, Estr. Dr. Altino Bondensan 500, São José dos Campos, SP, 12247-016, Brazil. .
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Źródło :
Lasers in medical science [Lasers Med Sci] 2021 Mar; Vol. 36 (2), pp. 289-302. Date of Electronic Publication: 2020 Jun 05.
Typ publikacji :
Journal Article
MeSH Terms :
Discriminant Analysis*
Models, Biological*
Spectrum Analysis, Raman*
Bacteria/*pathogenicity
Humans ; Least-Squares Analysis ; Vibration
Czasopismo naukowe
Tytuł :
Combined Regularized Discriminant Analysis and Swarm Intelligence Techniques for Gait Recognition.
Autorzy :
Krzeszowski T; Faculty of Electrical and Computer Engineering, Rzeszow University of Technology, al. Powstancow Warszawy 12, 35-959 Rzeszow, Poland.
Wiktorowicz K; Faculty of Electrical and Computer Engineering, Rzeszow University of Technology, al. Powstancow Warszawy 12, 35-959 Rzeszow, Poland.
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Źródło :
Sensors (Basel, Switzerland) [Sensors (Basel)] 2020 Nov 27; Vol. 20 (23). Date of Electronic Publication: 2020 Nov 27.
Typ publikacji :
Journal Article
MeSH Terms :
Algorithms*
Discriminant Analysis*
Gait*
Intelligence
Czasopismo naukowe
Tytuł :
So you think you can PLS-DA?
Autorzy :
Ruiz-Perez D; Bioinformatics Research Group (BioRG), Florida International University, 11200 SW 8th St, Miami, 33199, FL, USA.
Guan H; Bioinformatics Research Group (BioRG), Florida International University, 11200 SW 8th St, Miami, 33199, FL, USA.
Madhivanan P; Department of Epidemiology, Florida International University, 11200 SW 8th St, Miami, 24105, FL, USA.
Mathee K; Herbert Wertheim College of Medicine, Florida International University, 11200 SW 8th St, Miami, 24105, FL, USA.
Narasimhan G; Bioinformatics Research Group (BioRG), Florida International University, 11200 SW 8th St, Miami, 33199, FL, USA. .
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Źródło :
BMC bioinformatics [BMC Bioinformatics] 2020 Dec 09; Vol. 21 (Suppl 1), pp. 2. Date of Electronic Publication: 2020 Dec 09.
Typ publikacji :
Journal Article
MeSH Terms :
Computational Biology*
Discriminant Analysis*
Least-Squares Analysis*
Machine Learning ; Principal Component Analysis
Czasopismo naukowe
Tytuł :
The influence of a priori grouping on inference of genetic clusters: simulation study and literature review of the DAPC method.
Autorzy :
Miller JM; Department of Biological Sciences, University of Alberta, Edmonton, AB, Canada. .
Cullingham CI; Department of Biology, Carleton University, Ottawa, ON, Canada.
Peery RM; Department of Biological Sciences, University of Alberta, Edmonton, AB, Canada.
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Źródło :
Heredity [Heredity (Edinb)] 2020 Nov; Vol. 125 (5), pp. 269-280. Date of Electronic Publication: 2020 Aug 04.
Typ publikacji :
Journal Article; Review
MeSH Terms :
Discriminant Analysis*
Genetics, Population*/methods
Principal Component Analysis*
Cluster Analysis
Czasopismo naukowe
Tytuł :
Improved detection of disease-associated gut microbes using 16S sequence-based biomarkers.
Autorzy :
Chrisman, Brianna S. (AUTHOR)
Paskov, Kelley M. (AUTHOR)
Stockham, Nate (AUTHOR)
Jung, Jae-Yoon (AUTHOR)
Varma, Maya (AUTHOR)
Washington, Peter Y. (AUTHOR)
Tataru, Christine (AUTHOR)
Iwai, Shoko (AUTHOR)
DeSantis, Todd Z. (AUTHOR)
David, Maude (AUTHOR)
Wall, Dennis P. (AUTHOR)
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Źródło :
BMC Bioinformatics. 10/19/2021, Vol. 22 Issue 1, p1-16. 16p.
Czasopismo naukowe

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