Alberto Diez-Olivan

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 8

Top Topics

Machine Learning

Pattern Classification

Quantile Regression

Top Venues

Comput. Electron. Agric.

Swarm Evol. Comput.

Publications

Alberto Diez-Olivan, Patxi Ortego, Javier Del Ser, Itziar Landa-Torres, Diego Galar, David Camacho, Basilio Sierra
Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis Under Changing Conditions. IEEE Trans. Ind. Informatics 17 (11) (2021)
Patxi Ortego, Alberto Diez-Olivan, Javier Del Ser, Basilio Sierra
Data Augmentation for Industrial Prognosis Using Generative Adversarial Networks. IDEAL (2) (2020)
Patxi Ortego, Alberto Diez-Olivan, Javier Del Ser, Fernando Veiga, Mariluz Penalva, Basilio Sierra
Evolutionary LSTM-FCN networks for pattern classification in industrial processes. Swarm Evol. Comput. 54 (2020)
Alberto Diez-Olivan, José A. Pagán, Ricardo Sanz, Basilio Sierra
Deep evolutionary modeling of condition monitoring data in marine propulsion systems. Soft Comput. 23 (20) (2019)
Alberto Diez-Olivan, Xavier Averós, Ricardo Sanz, Basilio Sierra, Inma Estevez
Quantile regression forests-based modeling and environmental indicators for decision support in broiler farming. Comput. Electron. Agric. 161 (2019)
Alberto Diez-Olivan, Javier Del Ser, Diego Galar, Basilio Sierra
Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0. Inf. Fusion 50 (2019)
Alberto Diez-Olivan, José A. Pagán, Ricardo Sanz, Basilio Sierra
Data-driven prognostics using a combination of constrained K-means clustering, fuzzy modeling and LOF-based score. Neurocomputing 241 (2017)
Alberto Diez-Olivan, Mariluz Penalva, Fernando Veiga, Lutz Deitert, Ricardo Sanz, Basilio Sierra
Kernel Density-Based Pattern Classification in Blind Fasteners Installation. HAIS (2017)