Dimension Reduction

IDR/QR: an incremental dimension reduction algorithm via QR decomposition

Incremental learning / Dimension Reduction / Linear Discriminant Analysis / Singular value decomposition / High Dimensional Data / Data Mining and Knowledge Discovery / Data mining application / Large Data Sets / Data Preprocessing / Classification Accuracy / QR Decomposition / Data Mining and Knowledge Discovery / Data mining application / Large Data Sets / Data Preprocessing / Classification Accuracy / QR Decomposition

Local principal curves

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

Comparación de Técnicas de Clasificación de cultivos a partir de información Multi E Hyperespectral

Dimension Reduction / Maize / Soybean / Landsat TM / Hyperspectral Image Analysis

A Data Pre-processing Method to Increase Efficiency and Accuracy in Data Mining

Artificial Intelligence / Technology / Data Mining / Breast Cancer / Dimension Reduction / Data Reduction / Cross Validation / Prediction Model / Canonical Correlation Analysis / High Dimensionality / Missing Values / Expectation Maximization (EM) Algorithm / Data Reduction / Cross Validation / Prediction Model / Canonical Correlation Analysis / High Dimensionality / Missing Values / Expectation Maximization (EM) Algorithm

Selección de características usando modelo híbrido Selección de características usando modelo híbrido basado en algoritmos genéticos basado en algoritmos genéticos Feature selection using a genetic algorithm-based hybrid approach

Genetic Algorithm / Dimension Reduction / Feature Selection / Model Selection / Decision Tree / Hybrid Approach / Classification Accuracy / Palabras Clave: BIM / Hybrid Approach / Classification Accuracy / Palabras Clave: BIM

Comparación de Técnicas de Clasificación de cultivos a partir de información Multi E Hyperespectral

Dimension Reduction / Maize / Soybean / Landsat TM / Hyperspectral Image Analysis

Unsupervised clustering in mRNA expression profiles

Bioinformatics / Algorithms / Artificial Intelligence / Data Analysis / Gene expression / Dimension Reduction / Software / Lymphoma / Acute Myeloid Leukemia / Humans / Female / Male / Cluster Analysis / Mathematical Computing / mRna expression levels / Neoplasms / Unsupervised Clustering / Reproducibility of Results / Gene Expression Analysis / Microarray Data / Gene expression profiling / Dimension Reduction / Software / Lymphoma / Acute Myeloid Leukemia / Humans / Female / Male / Cluster Analysis / Mathematical Computing / mRna expression levels / Neoplasms / Unsupervised Clustering / Reproducibility of Results / Gene Expression Analysis / Microarray Data / Gene expression profiling

Principal components for multivariate functional data

Econometrics / Statistics / Information Theory / Data Analysis / Principal Component Analysis / Numerical Analysis / Numerical Linear Algebra / Correspondence Analysis / Multivariate Analysis / Dimension Reduction / Factor analysis / Variance / Eigenvalues / Information Loss / Functional / Principal component analysis (PCA) / Statistical Theory / Covariance analysis / Eigenvalue Problems / Variance Analysis / Eigenvector / Computational Statistics and Data Analysis / Statistical Regression / Numerical Analysis / Numerical Linear Algebra / Correspondence Analysis / Multivariate Analysis / Dimension Reduction / Factor analysis / Variance / Eigenvalues / Information Loss / Functional / Principal component analysis (PCA) / Statistical Theory / Covariance analysis / Eigenvalue Problems / Variance Analysis / Eigenvector / Computational Statistics and Data Analysis / Statistical Regression

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