Alberto Suárez - Publications, H-index & Citations

Alberto Suárez

Autonomous University of Madrid

25H指数

115论文数

2.8K被引数

收录论文 24

发表时间

scikit-fda: A Python Package for Functional Data Analysis Scikit-fda: 用于功能数据分析的Python软件包

JOURNAL OF STATISTICAL SOFTWARE

IF8.1

2024-01-01

OAAI

Ramos-Carreno, Carlos; Carbajo-Berrocal, Miguel; Torrecilla, Jose Luis; Marcos, Pablo; Suarez, Alberto

Building heterogeneous ensembles by pooling homogeneous ensembles (Dec, 10.1007/s13042-021-01442-1, 2021)

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2021-12-17

OAAI

Sabzevari, Maryam; Martinez-Munoz, Gonzalo; Suarez, Alberto

Building heterogeneous ensembles by pooling homogeneous ensembles

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

IF2.7

2021-10-13

OAAI

Sabzevari, Maryam; Martinez-Munoz, Gonzalo; Suarez, Alberto

Objective functions from Bayesian optimization to locate additional drillholes

COMPUTERS & GEOSCIENCES

IF4.4

2021-02-01

PREAI

Jafrasteh, Bahram; Suarez, Alberto

Vote-boosting ensembles

PATTERN RECOGNITION

IF7.6

2018-11-01

OAAI

Sabzevari, Maryam; Martinez-Munoz, Gonzalo; Suarez, Alberto

A two-stage ensemble method for the detection of class-label noise 用于检测类标签噪声的两阶段集成方法

NEUROCOMPUTING

IF6.5

2018-01-01

PREAI

Sabzevari, Maryam; Martinez-Munoz, Gonzalo; Suarez, Alberto

A memetic algorithm for cardinality-constrained portfolio optimization with transaction costs 具有交易成本的基数约束投资组合优化的模因算法

APPLIED SOFT COMPUTING

IF6.6

2015-11-01

OAAI

Ruiz-Torrubiano, Ruben; Suarez, Alberto

Small margin ensembles can be robust to class-label noise 小幅度集合可以对类标签噪声具有鲁棒性

NEUROCOMPUTING

IF6.5

2015-07-01

OAAI

Sabzevari, Maryam; Martinez-Munoz, Gonzalo; Suarez, Alberto

Expectation propagation in linear regression models with spike-and-slab priors

MACHINE LEARNING

IF2.9

2014-12-10

OAAI

Miguel Hernandez-Lobato, Jose; Hernandez-Lobato, Daniel; Suarez, Alberto

A Double Pruning Scheme for Boosting Ensembles

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2014-12-01

PREAI

Soto, Victor; Garcia-Moratilla, Sergio; Martinez-Munoz, Gonzalo; Hernandez-Lobato, Daniel; Suarez, Alberto

How large should ensembles of classifiers be?

PATTERN RECOGNITION

IF7.6

2013-05-01

OAAI

Hernandez-Lobato, Daniel; Martinez-Munoz, Gonzalo; Suarez, Alberto

Robust quantification of the exposure to operational risk Bringing economic sense to economic capital

COMPUTERS & OPERATIONS RESEARCH

IF4.3

2012-04-01

PREAI

Carrillo-Menendez, Santiago; Suarez, Alberto

Inference on the prediction of ensembles of infinite size

PATTERN RECOGNITION

IF7.6

2011-07-01

OAAI

Hernandez-Lobato, Daniel; Martinez-Munoz, Gonzalo; Suarez, Alberto

Empirical analysis and evaluation of approximate techniques for pruning regression bagging ensembles

NEUROCOMPUTING

IF6.5

2011-06-01

OAAI

Hernandez-Lobato, Daniel; Martinez-Munoz, Gonzalo; Suarez, Alberto

Network-based sparse Bayesian classification

PATTERN RECOGNITION

IF7.6

2011-04-01

PREAI

Miguel Hernandez-Lobato, Jose; Hernandez-Lobato, Daniel; Suarez, Alberto

Expectation Propagation for microarray data classification

PATTERN RECOGNITION LETTERS

IF3.3

2010-09-01

PREAI

Hernandez-Lobato, Daniel; Hernandez-Lobato, Jose Miguel; Suarez, Alberto

Hybrid Approaches and Dimensionality Reduction for Portfolio Selection with Cardinality Constraints

IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE

IF11.2

2010-05-01

PREAI

Ruiz-Torrubiano, Ruben; Suarez, Alberto

Out-of-bag estimation of the optimal sample size in bagging

PATTERN RECOGNITION

IF7.6

2010-01-01

105

OAAI

Martinez-Munoz, Gonzalo; Suarez, Alberto

A hybrid optimization approach to index tracking

ANNALS OF OPERATIONS RESEARCH

IF4.5

2008-08-05

PREAI

Ruiz-Torrubiano, Ruben; Suarez, Alberto

Class-switching neural network ensembles

NEUROCOMPUTING

IF6.5

2008-08-01

OAAI

Martinez-Munoz, Gonzalo; Sanchez-Martinez, Aitor; Hernandez-Lobato, Daniel; Suarez, Alberto

研究方向