Keywords: داده های عملکردی; Time series forecasting; Call centre arrivals; Outliers; Functional data; Neural networks;
مقالات ISI داده های عملکردی (ترجمه نشده)
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Keywords: داده های عملکردی; Functional data; Nonparametric; Quantiles; Outlier detection; Boxplot
Keywords: داده های عملکردی; 62G05; 62G08; 62G20; 62G35; 62G07; 62G32; 62G30; Secondary 62E20Mean square relative error; Nonparametric estimation; Functional data; Regression operator; Positive responses; Asymptotic normality; Small ball property; Stock price; Economic data
Keywords: داده های عملکردی; primary, 60F10; secondary, 62G07Bandwidth interval; Conditional mode estimation; Ergodic processes; Functional data; Martingale difference; Strong consistency
Keywords: داده های عملکردی; Geostatistics; Functional data; Trace-variogram; Shale gas; Unconventional resources
Keywords: داده های عملکردی; 62G05; 62G20; Dimension reduction; Functional data; Functional response; Reproducing kernel Hilbert space;
Testing the equality of several covariance functions for functional data: A supremum-norm based test
Keywords: داده های عملکردی; Equal covariance function testing; Functional data; Non-parametric bootstrap; Supremum-norm based test;
A new distance with derivative information for functional k-means clustering algorithm
Keywords: داده های عملکردی; Functional data; Functional k-means clustering algorithm; Cluster centroid; Derivative information; Variational theory;
PCA-based estimation for functional linear regression with functional responses
Keywords: داده های عملکردی; 62G08; 62G20; Functional data; Functional principal component analysis; Ill-posed inverse problem; Minimax rate;
Hotelling's T2 in separable Hilbert spaces
Keywords: داده های عملکردی; 62G10; 62H15; Hilbert space; Functional data; High-dimensional data Hotelling's T2; Nonparametric inference; Permutation test;
Regularized partially functional quantile regression
Keywords: داده های عملکردی; 62G08; 62H25; 62J07; Functional data; Penalization; Principal components; Quantile regression;
Inference for the autocovariance of a functional time series under conditional heteroscedasticity
Keywords: داده های عملکردی; 62M10; Autocovariance; Conditional heteroskedasticity; Functional data;
Extended t-process regression models
Keywords: داده های عملکردی; Gaussian process regression; Selective shrinkage; Robustness; Extended t process regression; Functional data;
Penalized versions of functional PLS regression
Keywords: داده های عملکردی; 62H99; 60G12PLS; Functional data; Penalized splines; Basis representation
Anomaly detection and assessment of PM10 functional data at several locations in the Klang Valley, Malaysia
Keywords: داده های عملکردی; PM10; functional data; anomaly detection; air quality monitoring
K-means algorithms for functional data
Keywords: داده های عملکردی; Functional data; K-means; Reproducing Kernel Hilbert Space; Tikhonov regularization theory; Dimensionality reduction
Vector-on-function quantile regression for stationary ergodic processes
Keywords: داده های عملکردی; primary, 62G20; secondary, 62G08Almost sure convergence; Asymptotic distribution; Ergodic processes; Functional data; Geometric quantiles; Martingale difference; Kernel estimation; Load curve forecasting
Functional kk-means inverse regression
Keywords: داده های عملکردی; Dimension reduction; Effective direction reduction; Functional data; Multivariate regression; kk-means clustering
Multichannel deconvolution with long-range dependence: A minimax study
Keywords: داده های عملکردی; Adaptivity; Besov spaces; Block thresholding; Deconvolution; Fourier analysis; Functional data; Long-range dependence; Meyer wavelets; Minimax estimators; Multichannel deconvolution; Partial differential equations; Stationary sequences; Sub-Gaussianity; W
Exponentially weighted moving average-based procedure with adaptive thresholding for monitoring nonlinear profiles: Monitoring of plasma etch process in semiconductor manufacturing
Keywords: داده های عملکردی; EWMA; Functional data; Plasma etching process; Local shift monitoring; Optical emission spectroscopy
Nonparametric M-regression for functional ergodic data
Keywords: داده های عملکردی; Functional data; Kernel estimate; Nonparametric model; Robust estimation; Ergodic data;
Funclust: A curves clustering method using functional random variables density approximation
Keywords: داده های عملکردی; Functional data; Model-based clustering; Random variable density; Functional principal component analysis
Pointwise and uniform moderate deviations for nonparametric regression function estimator on functional data
Keywords: داده های عملکردی; 62G08; 60F10; Uniform moderate deviations; Regression function estimator; Functional data;
Testing for a change in covariance operator
Keywords: داده های عملکردی; Functional data; Covariance operator; Principal components; Two-sample problem; Change point problem
Comparative study of different BB-spline approaches for functional data
Keywords: داده های عملکردی; Functional data; BB-spline expansions; Roughness penalty; PP-splines
Nonparametric inference in small data sets of spatially indexed curves with application to ionospheric trend determination
Keywords: داده های عملکردی; Functional data; Ionosphere; Long-term trend; Nonparametric inference; Spatial statistics
Penalized PCA approaches for B-spline expansions of smooth functional data
Keywords: داده های عملکردی; Functional data; Principal component analysis; B-spline expansion; Roughness penalty; P-splines
Using Bagidis in nonparametric functional data analysis: Predicting from curves with sharp local features
Keywords: داده های عملکردی; 62; 62Gxx; 62G08; 62G20; Functional data; Nonparametric regression; Semimetric; Wavelet; Misalignment; Cross-validation;
Forecasting next-day electricity demand and price using nonparametric functional methods
Keywords: داده های عملکردی; Demand and price; Electricity markets; Functional data; Time series forecasting
On spatial conditional mode estimation for a functional regressor
Keywords: داده های عملکردی; Spatial process; Conditional mode estimate; Non-parametric; Functional data
Semiparametric partially linear regression models for functional data
Keywords: داده های عملکردی; Longitudinal data; Functional data; Semiparametric partially linear regression models; Asymptotic normality
Supervised classification for functional data: A weighted distance approach
Keywords: داده های عملکردی; Supervised classification; Discriminant analysis; Functional data; Weighted distances
Functional data clustering via piecewise constant nonparametric density estimation
Keywords: داده های عملکردی; Functional data; Distributional data; Exploratory analysis; Clustering; Bayesianism; Model selection; Density estimation
Fuzzy data treated as functional data: A one-way ANOVA test approach
Keywords: داده های عملکردی; Functional data; Fuzzy data; kk-samples test; ANOVA statistic; Hilbert space; Convex cone; Bootstrap; Local alternatives
Evaluation of the registration of temporal series of contrast-enhanced perfusion magnetic resonance 3D images of the liver
Keywords: داده های عملکردی; Volume sequence registration; Image registration evaluation; MRI contrast diffusion; Functional data;
Spline confidence bands for functional derivatives
Keywords: داده های عملکردی; B-spline; Eigenfunctions; Functional data; Karhunen–Loève representation; Semiparametric efficiency
Phase and amplitude-based clustering for functional data
Keywords: داده های عملکردی; Functional data; Clustering; Phase variation; Amplitude variation; Warping
Detecting and estimating changes in dependent functional data
Keywords: داده های عملکردی; 62H15; 62H12; 62M10Change point test; Change point estimator; Epidemic change; Functional data; Dimension reduction; Power analysis
Regression when both response and predictor are functions
Keywords: داده های عملکردی; 62G10; 62G20Asymptotic normality; Functional data; Functional response; Kernel estimator; Naive bootstrap; Nonparametric regression; Wild bootstrap
Comparing rainfall patterns between regions in Peninsular Malaysia via a functional data analysis technique
Keywords: داده های عملکردی; Functional data; Functional ANOVA; Basis function; Smooth curve; Residual bootstrapping; Permutation test
Application of functional ANOVA to the study of thermal stability of micro–nano silica epoxy composites
Keywords: داده های عملکردی; Functional data; Functional ANOVA; TGA; Silica nanocomposites
Rates of strong consistencies of the regression function estimator for functional stationary ergodic data
Keywords: داده های عملکردی; Strong consistency; Ergodic processes; Functional data; Martingale difference; Rate of convergence; Regression estimation; Vapnik–Chervonenkis classprimary, 62G07; secondary, 62M09
Maximum likelihood ratio test for the stability of sequence of Gaussian random processes
Keywords: داده های عملکردی; Functional data; Change point; Gaussian process; Maximum likelihood ratio
Testing model assumptions in functional regression models
Keywords: داده های عملکردی; 62G10Goodness-of-fit tests; Functional data; Parametric bootstrap; Tests for heteroscedasticity
A half-region depth for functional data
Keywords: داده های عملکردی; Functional data; Data depth; Order statistics; High-dimensional data
Shape functional optimization with restrictions boosted with machine learning techniques
Keywords: داده های عملکردی; Approximation and interpolation; Mathematical programming and optimization; Functional data; Machine learning; Shape optimization
Functional statistical techniques applied to vine leaf water content determination
Keywords: داده های عملکردی; Reflectance; Functional data; Lineal regression; Radial basis function
Functional classification of ornamental stone using machine learning techniques
Keywords: داده های عملکردی; Approximation and interpolation; Machine learning; Classification; Functional data
An effective clustering procedure of neuronal response profiles in graded thermal stimulation
Keywords: داده های عملکردی; Data mining; Functional data; Heat stimulation; Clustering; Neuroscience; Smoothing; Transformation
Functional nonparametric estimation of conditional extreme quantiles
Keywords: داده های عملکردی; 62G32; 62G05; 62E20Conditional quantile; Extreme values; Nonparametric estimation; Functional data