Carlos M. Alaíz - Publications, H-index & Citations

Carlos M. Alaíz

Autonomous University of Madrid

9H指数

48论文数

333被引数

收录论文 8

发表时间

A Framework for Uncertainty Quantification Based on Nearest Neighbors Across Layers 基于跨层最近邻的不确定性量化框架

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT I

IF0

2026-01-01

PREAI

Font, Miguel N.; Jorro-Aragoneses, Jose L.; Alaiz, Carlos M.

A survey on kernel-based multi-task learning

NEUROCOMPUTING

IF6.5

2024-04-01

OAAI

Ruiz, Carlos; Alaiz, Carlos M.; 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.

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.

Modified Frank-Wolfe algorithm for enhanced sparsity in support vector machine classifiers

NEUROCOMPUTING

IF6.5

2018-12-01

OAAI

Alaiz, Carlos M.; Suykens, Johan A. K.

Convex Formulation for Kernel PCA and Its Use in Semisupervised Learning

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-08-01

OAAI

Alaiz, Carlos M.; Fanuel, Michael; Suykens, Johan A. K.

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.

研究方向