Ana Maria Aguilera

About Ana Maria Aguilera

Ana Maria Aguilera, With an exceptional h-index of 29 and a recent h-index of 18 (since 2020), a distinguished researcher at Universidad de Granada, specializes in the field of Análisis de datos funcionales, Datos categóricos, Modelización y predicción estocásticas.

His recent articles reflect a diverse array of research interests and contributions to the field:

Cholinergic‐related pupil activity reflects level of emotionality during motor performance

Different PCA approaches for vector functional time series with applications to resistive switching processes

logitFD: an R package for functional principal component logit regression

pfica: Independent Components Analysis Techniques for Functional Data

Novel whitening approaches in functional settings

Penalized function-on-function partial leastsquares regression

Knee flexion of saxophone players anticipates tonal context of music

Basis expansion approaches for functional analysis of variance with repeated measures

Ana Maria Aguilera Information

University

Position

Profesora de Estadística

Citations(all)

2919

Citations(since 2020)

1185

Cited By

2035

hIndex(all)

29

hIndex(since 2020)

18

i10Index(all)

56

i10Index(since 2020)

33

Email

University Profile Page

Google Scholar

Ana Maria Aguilera Skills & Research Interests

Análisis de datos funcionales

Datos categóricos

Modelización y predicción estocásticas

Top articles of Ana Maria Aguilera

Title

Journal

Author(s)

Publication Date

Cholinergic‐related pupil activity reflects level of emotionality during motor performance

European Journal of Neuroscience

Marc Vidal

Kelsey E Onderdijk

Ana M Aguilera

Joren Six

Pieter‐Jan Maes

...

2023/5/15

Different PCA approaches for vector functional time series with applications to resistive switching processes

Mathematics and Computers in Simulation

C Acal

AM Aguilera

FJ Alonso

JE Ruiz-Castro

JB Roldán

2024/4/22

logitFD: an R package for functional principal component logit regression

arXiv preprint arXiv:2402.05065

Manuel Escabias

Ana M Aguilera

Christian Acal

2024/2/7

pfica: Independent Components Analysis Techniques for Functional Data

Marc Vidal Badia

Ana Aguilera

2023

Novel whitening approaches in functional settings

Stat

Marc Vidal

Ana M Aguilera

2023/12

Penalized function-on-function partial leastsquares regression

Harold Antonio Hernandez Roig

María del Carmen Aguilera Morillo

Ana M Aguilera

Cristian Preda

2023/7/5

Knee flexion of saxophone players anticipates tonal context of music

npj Science of Learning

Nádia Moura

Marc Vidal

Ana M Aguilera

João Paulo Vilas-Boas

Sofia Serra

...

2023/6/27

Basis expansion approaches for functional analysis of variance with repeated measures

Advances in Data Analysis and Classification

Christian Acal

Ana M Aguilera

2022/4/9

Holistic Variability Analysis in Resistive Switching Memories Using a Two-Dimensional Variability Coefficient

ACS Applied Materials & Interfaces

Christian Acal

David Maldonado

Ana M Aguilera

Kaichen Zhu

Mario Lanza

...

2023/4/7

Developing a bibliometric quality indicator for journals applied to the field of dentistry

María Pilar Valderrama Baca

Ana María Aguilera Del Pino

Mariano José Valderrama Bonnet

2022/8/22

Functional ANOVA approaches for detecting changes in air pollution during the COVID-19 pandemic

Stochastic Environmental Research and Risk Assessment

C. Acal

A.M. Aguilera

A. Sarra

A. Evangelista

T. Di-Battista

...

2021/8/24

From spatiotemporal smoothing to functional spatial regression: a penalized approach

Geostatistical functional data analysis

Maria Durban

Dae‐Jin Lee

María del Carmen Aguilera Morillo

Ana M Aguilera

2022/1/18

A new multivariate functional ANOVA approach for assessing air quality data amid COVID-19 pandemic

Adelia Evangelista

Christian Acal

Ana M Aguilera

Annalina Sarra

T Di Battista

...

2022

Solving the multivariate functional ANOVA Problem with application to environmental data from COVID-19 pandemic

Acal Chistian

Ana M Aguilera

Annalina Sarra

Adelia Evangelista

Tonio DI BATTISTA

...

2021

Bi-smoothed functional independent component analysis for eeg artifact removal

Mathematics

Marc Vidal

Mattia Rosso

Ana M Aguilera

2021/5/28

Contagion modeling and simulation in transport and air travel networks during the COVID-19 pandemic: a survey

IEEE Access

Fabián Riquelme

Ana Aguilera

Alonso Inostrosa-Psijas

2021/10/27

Phase-Type distributions: computational aspects andapplications in electronics

BEIO, Boletín de Estadística e Investigación Operativa

Juan Eloy Ruiz Castro

Christian J Acal González

Ana María Aguilera del Pino

2021

Time series modeling of the cycle-to-cycle variability in h-BN based memristors

Juan Bautista Roldán

David Maldonado

Francisco J Alonso

Andrés M Roldán

Fei Hui

...

2021/3/21

Linear-Phase-Type probability modelling of functional PCA with applications to resistive memories

Mathematics and Computers in Simulation

Juan E Ruiz-Castro

Christian Acal

Ana M Aguilera

M Carmen Aguilera-Morillo

Juan B Roldán

2021/8/1

P-spline smoothed functional ICA of EEG data

arXiv: 2101.05769

Marc Vidal Badia

Mattia Rosso

Ana M Aguilera

2021

See List of Professors in Ana Maria Aguilera University(Universidad de Granada)