Principal Component Analysis - Page 2

Comparison of Hepatocellular Carcinoma miRNA Expression Profiling as Evaluated by Next Generation Sequencing and Microarray

Principal Component Analysis / MicroRNA / Discrimination / Microarrays / - Next generation sequencing (NGS) data analysis, Chi-seq, RNA-seq ... / Feature Extraction

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Comprehensive miRNA Expression Analysis in Peripheral Blood Can Diagnose Liver Disease

Bioinformatics / Principal Component Analysis / MicroRNA / Discrimination / Feature Extraction / Exosomes / chronic hepatitis B / chronic hepatitis C / Non-Alcoholic Steatohepatitis Therapeutic / Exosomes / chronic hepatitis B / chronic hepatitis C / Non-Alcoholic Steatohepatitis Therapeutic

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VALIDEZ FACTORIAL DE UNA ESCALA DE VIOLENCIA HACIA LA PAREJA EN UNA MUESTRA NACIONAL MEXICANA

Domestic Violence / Principal Component Analysis / Public Health / Family history / Policy making / Family Violence / Mexico City / United States / Salud Mental / Exploratory Factor Analysis / Epidemiologic Studies / General Population / Family Violence / Mexico City / United States / Salud Mental / Exploratory Factor Analysis / Epidemiologic Studies / General Population

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Differential privacy with compression

Principal Component Analysis / Statistical machine learning / Statistical Learning / Database Management Systems / Data Privacy / Regression Analysis / High Dimensionality / Synthetic Data Generation / Affine Transformation / Regression Analysis / High Dimensionality / Synthetic Data Generation / Affine Transformation

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RADIACIÓN SOLAR EN ARGENTINA ESTIMADA POR SATÉLITE: ALGUNAS CARACTERÍSTICAS ESPACIALES Y TEMPORALES

Time Series / Principal Component Analysis / Factor analysis / South America / Satellite Imagery / Solar radiation / Geographic distribution / Spatial resolution / Solar radiation / Geographic distribution / Spatial resolution

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KPCA Plus LDA: a Complete Kernel Fisher Discriminant Framework for Feature Extraction and Recognition

Information Systems / Algorithms / Artificial Intelligence / Machine Learning / Principal Component Analysis / Face Recognition / Face / Handwriting / Discriminant Analysis / Humans / Computer Simulation / Feature Extraction / Information Storage and Retrieval / Image Enhancement / Kernel principal component analysis (KPCA) / Reproducibility of Results / Sensitivity and Specificity / Hilbert Space / Electrical And Electronic Engineering / Face Recognition / Face / Handwriting / Discriminant Analysis / Humans / Computer Simulation / Feature Extraction / Information Storage and Retrieval / Image Enhancement / Kernel principal component analysis (KPCA) / Reproducibility of Results / Sensitivity and Specificity / Hilbert Space / Electrical And Electronic Engineering

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Validez factorial de una escala de violencia hacia la pareja en una muestra nacional mexicana

Domestic Violence / Principal Component Analysis / Public Health / Family history / Policy making / Family Violence / Mexico City / United States / Salud Mental / Exploratory Factor Analysis / Epidemiologic Studies / General Population / Family Violence / Mexico City / United States / Salud Mental / Exploratory Factor Analysis / Epidemiologic Studies / General Population

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Cross-European landscape analyses: illustrative examples using existing spatial data

Water quality / Principal Component Analysis / Land Cover / Spatial Scale / Land cover change / Agricultural land use change / Digital Elevation Model / River Basin / Environmental Conditions / Spatial Variation / Spatial Data / Water Quality / Landscape Analysis / East Central Europe / Riparian Habitat / Normalized Difference Vegetation Index / Agricultural land use change / Digital Elevation Model / River Basin / Environmental Conditions / Spatial Variation / Spatial Data / Water Quality / Landscape Analysis / East Central Europe / Riparian Habitat / Normalized Difference Vegetation Index

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Piecewise multivariate modelling of sequential metabolic profiling data

Metabolism / Computational Biology / Time Series / Kinetics / Principal Component Analysis / Systems Biology / Multivariate Analysis / Biological Sciences / Computer Simulation / Mathematical Sciences / Multivariate Time Series / Animals / BMC Bioinformatics / Time Series Data / Biological systems / Rats / Time Factors / Dynamic Response / Reference Values / Time Course / Predictive value of tests / Mercuric Chloride / Systems Biology / Multivariate Analysis / Biological Sciences / Computer Simulation / Mathematical Sciences / Multivariate Time Series / Animals / BMC Bioinformatics / Time Series Data / Biological systems / Rats / Time Factors / Dynamic Response / Reference Values / Time Course / Predictive value of tests / Mercuric Chloride

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Robust Kernel Principal Component Analysis

Algorithms / Principal Component Analysis / Multidisciplinary / Linear models / Humans / Missing Data / Feature Extraction / Kernel principal component analysis (KPCA) / Reproducibility of Results / Neural Computation / Cost Function / Feature Space / Kernel Function / Missing Data / Feature Extraction / Kernel principal component analysis (KPCA) / Reproducibility of Results / Neural Computation / Cost Function / Feature Space / Kernel Function

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Microbial Extracellular Polymeric Substances (EPS) in Fresh Water Sediments

Microbiology / Molecular Biology / Principal Component Analysis / Biomass / Microbial Ecology / Medical Microbiology / Ecology / Bioprocess/ Biochemical Engineering / Rivers / Activated Sludge / Protein Dynamics / Applied microbiology / Diatoms / Fermentation Technology / Current Science / Composition / Seasonality / Depth / Reservoir / Biopolymers / Heavy Metal / Bacteria / Detoxification / Sediments / Hydrodynamics / Sediment / Enzyme / Microorganism / Benthos / Ecosystem / Algal blooms / Fresh water / Marine Systems / CARBOHYDRATES / Water Microbiology / Structure Function / Enzymatic Activity / Cell Surface Markers / Geologic Sediments / Extracellular / Microbial community / Nucleic Acid / Medical Microbiology / Ecology / Bioprocess/ Biochemical Engineering / Rivers / Activated Sludge / Protein Dynamics / Applied microbiology / Diatoms / Fermentation Technology / Current Science / Composition / Seasonality / Depth / Reservoir / Biopolymers / Heavy Metal / Bacteria / Detoxification / Sediments / Hydrodynamics / Sediment / Enzyme / Microorganism / Benthos / Ecosystem / Algal blooms / Fresh water / Marine Systems / CARBOHYDRATES / Water Microbiology / Structure Function / Enzymatic Activity / Cell Surface Markers / Geologic Sediments / Extracellular / Microbial community / Nucleic Acid

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Análisis morfológico de la diversidad del pasto navajita (Bouteloua gracilis (Willd. ex Kunth) Lag. ex Steud.), en Chihuahua, México Morphological analysis of blue grama grass (Bouteloua gracilis (Willd. ex Kunth) Lag. ex Griffiths) diversity in Chihuahua, Mexico

Data Analysis / Principal Component Analysis / Population structure / Cluster Analysis / Morphological Analysis / Group / Forage yield / Genetic Variability / Plant Height / Total Variation / Group / Forage yield / Genetic Variability / Plant Height / Total Variation

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Local principal curves

Statistics / Principal Component Analysis / Dimension Reduction / Data Reduction / Mean shift

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Exploring Multivariate Data Structures with Local Principal Curves

Principal Component Analysis / Multivariate Data / Center of Mass

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Sponge-associated microbial Antarctic communities exhibiting antimicrobial activity against Burkholderia cepacia complex bacteria

Engineering / Technology / Principal Component Analysis / Biotechnology / Cystic Fibrosis / Porifera / Biological Sciences / Phylogeny / Humans / Design studies / Volatile Organic Compounds / Animals / Antimicrobial activity / Polymerase Chain Reaction / Phylogenetic analysis / VOC / Anti-Bacterial Agents / Drug Stability / Burkholderia Cepacia Complex / Whole Body / Pathogenic Bacteria / Microbial community / Random amplified polymorphic DNA / Pseudoalteromonas / Porifera / Biological Sciences / Phylogeny / Humans / Design studies / Volatile Organic Compounds / Animals / Antimicrobial activity / Polymerase Chain Reaction / Phylogenetic analysis / VOC / Anti-Bacterial Agents / Drug Stability / Burkholderia Cepacia Complex / Whole Body / Pathogenic Bacteria / Microbial community / Random amplified polymorphic DNA / Pseudoalteromonas

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Análisis comparativo de la desigualdad a partir de una batería de indicadores

Principal Component Analysis / Income Distribution / Estudios de Género

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