Manuel Domínguez - Publications, H-index & Citations

Manuel Domínguez

universidad de leon

20H指数

178论文数

1.3K被引数

收录论文 16

发表时间

Reduced-Order Echo State Networks for Model Predictive Control in Industrial Applications 降阶回声状态网络在工业应用中的模型预测控制

European Journal of Control

IF2.6

2026-05-16

OAAI

Guzmán González-Mateos; Miguel A. Prada; Antonio Morán; José Ramón Rodríguez-Ossorio; Ignacio Díaz; Manuel Domínguez

Embedded deep reservoir computing for modelling complex industrial systems 嵌入式深度储备池计算用于复杂工业系统的建模

Integrated Computer-Aided Engineering

IF5.3

2025-10-17

OAAI

José Ramón Rodríguez-Ossorio; Claudio Gallicchio; Antonio Morán; Ignacio Díaz; Juan J Fuertes; Manuel Domínguez

An Approach to Develop Digital Twins in Industry

SENSORS

IF3.5

2024-02-03

OAAI

Gonzalez-Herbon, Raul; Gonzalez-Mateos, Guzman; Rodriguez-Ossorio, Jose R.; Dominguez, Manuel; Alonso, Serafin; Fuertes, Juan J.

Gap imputation in related multivariate time series through recurrent neural network-based denoising autoencoder

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2024-01-30

OAAI

Alonso, Serafin; Moran, Antonio; Perez, Daniel; Prada, Miguel A.; Fuertes, Juan J.; Dominguez, Manuel

Virtual sensor for probabilistic estimation of the evaporation in cooling towers

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2021-08-27

OAAI

Alonso, Serafin; Moran, Antonio; Perez, Daniel; Prada, Miguel A.; Fuertes, Juan J.; Dominguez, Manuel

Environment for Education on Industry 4.0

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Jose Fuertes, Juan; Angel Prada, Miguel; Ramon Rodriguez-Ossorio, Jose; Gonzalez-Herbon, Raul; Perez, Daniel; Dominguez, Manuel

Feature Extraction from Building Submetering Networks Using Deep Learning

SENSORS

IF3.5

2020-06-30

OAAI

Moran, Antonio; Alonso, Serafin; Perez, Daniel; Prada, Miguel A.; Jose Fuertes, Juan; Dominguez, Manuel

Educational Data Mining for Tutoring Support in Higher Education: A Web-Based Tool Case Study in Engineering Degrees

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Prada, Miguel Angel; Dominguez, Manuel; Vicario, Jose Lopez; Alves, Paulo Alexandre Vara; Barbu, Marian; Podpora, Michal; Spagnolini, Umberto; Pereira, Maria J. Varanda; Vilanova, Ramon

A Deep Learning Approach for Fusing Sensor Data from Screw Compressors

SENSORS

IF3.5

2019-06-28

OAAI

Alonso, Serafin; Perez, Daniel; Moran, Antonio; Jose Fuertes, Juan; Diaz, Ignacio; Dominguez, Manuel

Interactive visualization for NILM in large buildings using non-negative matrix factorization

ENERGY AND BUILDINGS

IF7.1

2018-10-01

OAAI

Garcia, Diego; Diaz, Ignacio; Perez, Daniel; Cuadrado, Abel A.; Dominguez, Manuel; Moran, Antonio

Comparative analysis of the security of configuration protocols for industrial control devices

INTERNATIONAL JOURNAL OF CRITICAL INFRASTRUCTURE PROTECTION

IF5.3

2017-12-01

PREAI

Martin-Liras, Luis; Prada, Miguel A.; Fuertes, Juan J.; Moran, Antonio; Alonso, Serafin; Dominguez, Manuel

Challenges and solutions in remote laboratories. Application to a remote laboratory of an electro-pneumatic classification cell

COMPUTERS & EDUCATION

IF10.5

2015-07-01

PREAI

Prada, Miguel A.; Fuertes, Juan J.; Alonso, Serafin; Garcia, Sergio; Dominguez, Manuel

Power monitoring system for university buildings: Architecture and advanced analysis tools

ENERGY AND BUILDINGS

IF7.1

2013-04-01

PREAI

Dominguez, Manuel; Fuertes, Juan J.; Alonso, Serafin; Prada, Miguel A.; Moran, Antonio; Barrientos, Pablo

Machine learning methods to forecast temperature in buildings 建筑物温度预测的机器学习方法

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2013-03-01

PREAI

Mateo, Fernando; Jose Carrasco, Juan; Sellami, Abderrahim; Millan-Giraldo, Monica; Dominguez, Manuel; Soria-Olivas, Emilio

Monitoring industrial processes with SOM-based dissimilarity maps

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2012-06-01

PREAI

Dominguez, Manuel; Fuertes, Juan J.; Diaz, Ignacio; Prada, Miguel A.; Alonso, Serafin; Moran, Antonio

A new approach to exploratory analysis of system dynamics using SOM.: Applications to industrial processes 使用SOM进行系统动力学探索性分析的新方法。: 在工业过程中的应用

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2008-05-01

PREAI

Diaz, Ignacio; Dominguez, Manuel; Cuadrado, Abel A.; FuerteS, Juan J.

研究方向