José R. Dorronsoro - Publications, H-index & Citations

José R. Dorronsoro

Autonomous University of Madrid

21H指数

162论文数

2.1K被引数

收录论文 23

发表时间

Analysis of Kernel Thinning for Scalable Support Vector Machines 可扩展支持向量机中核稀疏化的分析

HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, HAIS 2025, PT I

IF0

2026-01-01

PREAI

Cano, Blanca; Fernandez, Angela; Dorronsoro, Jose R.

A survey on kernel-based multi-task learning

NEUROCOMPUTING

IF6.5

2024-04-01

OAAI

Ruiz, Carlos; Alaiz, Carlos M.; Dorronsoro, Jose R.

Supervised outlier detection for classification and regression

NEUROCOMPUTING

IF6.5

2022-05-01

OAAI

Fernandez, Angela; Bella, Juan; Dorronsoro, Jose R.

Convex formulation for multi-task L1-, L2-, and LS-SVMs

NEUROCOMPUTING

IF6.5

2021-10-01

OAAI

Ruiz, Carlos; Alaiz, Carlos M.; Dorronsoro, Jose R.

Faster SVM training via conjugate SMO

PATTERN RECOGNITION

IF7.6

2021-03-01

OAAI

Torres-Barran, Alberto; Alaiz, Carlos M.; Dorronsoro, Jose R.

Deep support vector neural networks 深度支持向量神经网络

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2020-09-11

PREAI

Diaz-Vico, David; Prada, Jesus; Omari, Adil; Dorronsoro, Jose

Deep Least Squares Fisher Discriminant Analysis

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2020-08-01

OAAI

Diaz-Vico, David; Dorronsoro, Jose R.

Combining Numerical Weather Predictions and Satellite Data for PV Energy Nowcasting 结合数值天气预报和卫星数据进行光伏能源临近预报

ieee transactions on energy conversion

IF10

2020-07-01

OAAI

Catalina, Alejandro; Alaiz, Carlos M.; Dorronsoro, Jose R.

Day-Ahead Price Forecasting for the Spanish Electricity Market

INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE

IF2.4

2019-01-01

OAAI

Romero, Alvaro; Ramon Dorronsoro, Jose; Diaz, Julia

Regression tree ensembles for wind energy and solar radiation prediction

NEUROCOMPUTING

IF6.5

2019-01-01

146

PREAI

Torres-Barran, Alberto; Alonso, Alvaro; Dorronsoro, Jose R.

General noise support vector regression with non-constant uncertainty intervals for solar radiation prediction

JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY

IF6.1

2018-03-07

OAAI

Prada, J.; Dorronsoro, J. R.

ν-SVM solutions of constrained Lasso and Elastic net

NEUROCOMPUTING

IF6.5

2018-01-01

OAAI

Torres-Barran, Alberto; Alaiz, Carlos M.; Dorronsoro, Jose R.

Hybrid machine learning forecasting of solar radiation values

NEUROCOMPUTING

IF6.5

2016-02-01

PREAI

Gala, Yvonne; Fernandez, Angela; Diaz, Julia; Dorronsoro, Jose R.

Diffusion Maps for dimensionality reduction and visualization of meteorological data

NEUROCOMPUTING

IF6.5

2015-09-01

OAAI

Fernandez, Angela; Gonzalez, Ana M.; Diaz, Julia; Dorronsoro, Jose R.

Linear convergence rate for the MDM algorithm for the Nearest Point Problem 最近点问题的MDM算法的线性收敛速度

PATTERN RECOGNITION

IF7.6

2015-04-01

PREAI

Lopez, Jorge; Dorronsoro, Jose R.

Simple Proof of Convergence of the SMO Algorithm for Different SVM Variants

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2012-07-01

PREAI

Lopez, Jorge; Dorronsoro, Jose R.

Cycle-breaking acceleration for support vector regression 支持向量回归机的破环加速

NEUROCOMPUTING

IF6.5

2011-09-01

PREAI

Barbero, Alvaro; Dorronsoro, Jose R.

Clipping algorithms for solving the nearest point problem over reduced convex hulls 用于解决减少的凸包上的最近点问题的裁剪算法

PATTERN RECOGNITION

IF7.6

2011-03-01

PREAI

Lopez, Jorge; Barbero, Alvaro; Dorronsoro, Jose R.

Machine Learning Techniques for the Automated Classification of Adhesin-Like Proteins in the Human Protozoan Parasite Trypanosoma cruzi

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2009-10-01

PREAI

Gonzalez, Ana M.; Azuaje, Francisco J.; Ramirez, Jose L.; da Silveira, Jose F.; Dorronsoro, Jose R.

Finding optimal model parameters by deterministic and annealed focused grid search

NEUROCOMPUTING

IF6.5

2009-08-01

PREAI

Barbero Jimenez, Alvaro; Lopez Lazaro, Jorge; Dorronsoro, Jose R.

研究方向