Nonparametric Functional Data Analysis: Theory and Practice (Springer Series in Statistics)

On the using of modal curves for radar waveforms classification

Computational Statistics & Data Analysis

Factor-based comparison of groups of curves

Computational Statistics & Data Analysis

Principal component analysis of measures, with special emphasis on grain-size curves

Computational Statistics & Data Analysis

Classifying densities using functional regression trees: Applications in oceanology

Computational Statistics & Data Analysis

Editorial: Statistics for Functional Data

Computational Statistics & Data Analysis

Bivariate density estimation using BV regularisation

Computational Statistics & Data Analysis

Nonparametric time series prediction: A semi-functional partial linear modeling

Journal of Multivariate Analysis

An extension of Fisher's discriminant analysis for stochastic processes

Journal of Multivariate Analysis

Local linear regression for functional predictor and scalar response

Journal of Multivariate Analysis

Additive prediction and boosting for functional data

Computational Statistics & Data Analysis

Optimization in Discovery of Compound Granules

Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)

Functional data analysis for non homogeneous Poisson processes

Proceedings of the 40th Conference on Winter Simulation

Analysing musical performance through functional data analysis: rhythmic structure in Schumann's Traumerei

Connection Science - Music, Brain, Cognition

RETRACTED: The functional singular value decomposition for bivariate stochastic processes

Computational Statistics & Data Analysis

A SOM-based approach to estimating product properties from spectroscopic measurements

Neurocomputing

Functional semiparametric partially linear model with autoregressive errors

Journal of Multivariate Analysis

Measures of influence for the functional linear model with scalar response

Journal of Multivariate Analysis

Testing the stability of the functional autoregressive process

Journal of Multivariate Analysis

Thresholding projection estimators in functional linear models

Journal of Multivariate Analysis

Functional nonparametric estimation of conditional extreme quantiles

Journal of Multivariate Analysis

Estimation of the regression operator from functional fixed-design with correlated errors

Journal of Multivariate Analysis

Functional Feature Selection by Weighted Projections in Pathological Voice Detection

CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Functional classification of ornamental stone using machine learning techniques

Journal of Computational and Applied Mathematics

Support vector regression methods for functional data

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications

Analysis of nonverbal involvement in dyadic interactions

COST 2102'07 Proceedings of the 2007 COST action 2102 international conference on Verbal and nonverbal communication behaviours

Weighted feature extraction with a functional data extension

Neurocomputing

On local times, density estimation and supervised classification from functional data

Journal of Multivariate Analysis

Spatial autoregressive and moving average Hilbertian processes

Journal of Multivariate Analysis

Structural test in regression on functional variables

Journal of Multivariate Analysis

Nonparametric time series forecasting with dynamic updating

Mathematics and Computers in Simulation

Some theoretical properties of Silverman's method for Smoothed functional principal component analysis

Journal of Multivariate Analysis

A functional density-based nonparametric approach for statistical calibration

CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications

Maximum likelihood ratio test for the stability of sequence of Gaussian random processes

Computational Statistics & Data Analysis

Functional variance estimation using penalized splines with principal component analysis

Statistics and Computing

The search for QoS in data networks: a statistical approach

Network performance engineering

Testing model assumptions in functional regression models

Journal of Multivariate Analysis

On prediction rate in partial functional linear regression

Journal of Multivariate Analysis

Section-Wise similarities for classification of subjective-data on time series

CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Regression when both response and predictor are functions

Journal of Multivariate Analysis

Detecting and estimating changes in dependent functional data

Journal of Multivariate Analysis

Detecting changes in functional linear models

Journal of Multivariate Analysis

Learning the dynamics of objects by optimal functional interpolation

Neural Computation

Optimization in Discovery of Compound Granules

Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)

Wavelet-RKHS-based functional statistical classification

Advances in Data Analysis and Classification

On the relative efficiency of a monotone parameter curve estimator in a functional nonlinear model

Statistics and Computing

Funclust: A curves clustering method using functional random variables density approximation

Neurocomputing

Conditional estimation for dependent functional data

Journal of Multivariate Analysis

Support vector machine quantile regression approach for functional data: Simulation and application studies

Journal of Multivariate Analysis

Extreme learning machines for soybean classification in remote sensing hyperspectral images

Neurocomputing