Alberto Suárez

Alberto Suárez

Universidad Autónoma de Madrid

H-index: 26

Europe-Spain

About Alberto Suárez

Alberto Suárez, With an exceptional h-index of 26 and a recent h-index of 18 (since 2020), a distinguished researcher at Universidad Autónoma de Madrid, specializes in the field of Artificial Intelligence, intelligent systems, machine learning, computational statistics, siimulation and financial computing.

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

Near-perfect classification rules for second-order stochastic processes

Relation between PLS and OLS regression in terms of the eigenvalue distribution of the regressor covariance matrix

scikit-fda: Computational Tools for Machine Learning with Functional Data

SVM ensembles on a budget

Correction to: Building heterogeneous ensembles by pooling homogeneous ensembles (International Journal of Machine Learning and Cybernetics,(2021), 10.1007/s13042-021-01442-1)

Building heterogeneous ensembles by pooling homogeneous ensembles

Classification of Functional Data: A Comparative Study

Correction to

Alberto Suárez Information

University

Position

Professor of Artificial Intelligence Computer Science Department

Citations(all)

3669

Citations(since 2020)

1233

Cited By

2958

hIndex(all)

26

hIndex(since 2020)

18

i10Index(all)

54

i10Index(since 2020)

27

Email

University Profile Page

Universidad Autónoma de Madrid

Google Scholar

View Google Scholar Profile

Alberto Suárez Skills & Research Interests

Artificial Intelligence

intelligent systems

machine learning

computational statistics

siimulation and financial computing

Top articles of Alberto Suárez

Title

Journal

Author(s)

Publication Date

Near-perfect classification rules for second-order stochastic processes

Alberto Suárez

José Luis Torrecilla

Carlos Ramos-Carreno

Adrián Munoz-Perera

2024/1/26

Relation between PLS and OLS regression in terms of the eigenvalue distribution of the regressor covariance matrix

arXiv preprint arXiv:2312.01379

David del Val

José R Berrendero

Alberto Suárez

2023/12/3

scikit-fda: Computational Tools for Machine Learning with Functional Data

Carlos Ramos-Carreño

José Luis Torrecilla

Yujian Hong

Alberto Suárez

2022/10/31

SVM ensembles on a budget

Artificial Neural Networks and Machine Learning–ICANN 2022: 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings; Part IV

David Nevado Catalán

Gonzalo Martínez Muñoz

Alberto Suárez González

2022/9/7

Correction to: Building heterogeneous ensembles by pooling homogeneous ensembles (International Journal of Machine Learning and Cybernetics,(2021), 10.1007/s13042-021-01442-1)

Maryam Sabzevari

Gonzalo Martínez-Muñoz

Alberto Suárez

2022/2

Building heterogeneous ensembles by pooling homogeneous ensembles

International Journal of Machine Learning and Cybernetics

Maryam Sabzevari

Gonzalo Martínez-Muñoz

Alberto Suárez

2021/10/13

Classification of Functional Data: A Comparative Study

Carlos Ramos-Carreño

José Luis Torrecilla

Alberto Suárez

2022/12/12

Correction to

International Journal of Social Robotics

Maryam Sabzevari

Gonzalo Martínez-Muñoz

Alberto Suárez

2022

scikit-fda: a Python package for functional data analysis

arXiv preprint arXiv:2211.02566

Carlos Ramos-Carreño

José Luis Torrecilla

Miguel Carbajo-Berrocal

Pablo Marcos

Alberto Suárez

2022/11/4

Objective functions from Bayesian optimization to locate additional drillholes

Computers & Geosciences

Bahram Jafrasteh

Alberto Suárez

2021/2/1

Data-driven Democracy? Automated Decision-making, Difference and Preferences

Jesus Benitez

Margarita Gomez-Reino

Alberto Suarez

2020/8/24

Optimal classification of Gaussian processes in homo-and heteroscedastic settings

Statistics and Computing

José L Torrecilla

Carlos Ramos-Carreño

Manuel Sánchez-Montañés

Alberto Suárez

2020/7

See List of Professors in Alberto Suárez University(Universidad Autónoma de Madrid)

Co-Authors

H-index: 76
Troy Van Voorhis

Troy Van Voorhis

Massachusetts Institute of Technology

H-index: 50
José Miguel Hernández-Lobato

José Miguel Hernández-Lobato

University of Cambridge

H-index: 48
Alan Edelman

Alan Edelman

Massachusetts Institute of Technology

H-index: 39
james lutsko

james lutsko

Université Libre de Bruxelles

H-index: 25
Daniel Hernández-Lobato

Daniel Hernández-Lobato

Universidad Autónoma de Madrid

H-index: 23
Gonzalo Martínez Muñoz

Gonzalo Martínez Muñoz

Universidad Autónoma de Madrid

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