José Ramón Rodríguez Ossorio

@inproceedings{Ossorio25ESNDelayed,

title = {ESN with Delayed Inputs to Model Industrial Processes},

author = {José Ramón Rodríguez-Ossorio and Antonio Morán and Juan J Fuertes and Claudio Gallicchio and Lidia Roca and Manuel Domínguez},

doi = {10.1007/978-3-031-96196-0_11},

isbn = {978-3-031-96196-0},

year  = {2025},

date = {2025-06-22},

urldate = {2025-06-22},

booktitle = {Engineering Applications of Neural Networks},

pages = {141–153},

publisher = {Springer Nature Switzerland},

address = {Cham},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Herbon2025Modelado,

title = {Modelado de sistemas industriales no lineales mediante SINDyc para la construcción de gemelos digitales},

author = {Raúl González-Herbón and Juan J Fuertes and Serafín Alonso and Guzmán González-Mateos and José Ramón Rodríguez-Ossorio and Manuel Domínguez},

url = {https://ingmec.ual.es/ojs/index.php/RBVM25/article/view/67},

year  = {2025},

date = {2025-06-11},

urldate = {2025-06-11},

booktitle = {XX Simposio CEA de Control Inteligente: libro de actas. Universidad de Huelva},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{enguita_trustworthiness_2024,

title = {Trustworthiness Score for Echo State Networks by Analysis of the Reservoir Dynamics},

author = {José María Enguita and Diego García and Abel A Cuadrado and Daniel García-Peña and José Ramón Rodríguez-Ossorio and Ignacio Díaz},

url = {https://www.esann.org/sites/default/files/proceedings/2024/ES2024-38.pdf},

doi = {10.14428/esann/2024.ES2024-38},

isbn = {978-2-87587-090-2},

year  = {2024},

date = {2024-10-09},

urldate = {2024-01-01},

booktitle = {ESANN 2024 proceesdings},

pages = {455–460},

publisher = {Ciaco - i6doc.com},

address = {Bruges (Belgium) and online},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Ossorio2024Deep,

title = {Deep Echo State Networks for Modelling of Industrial Systems},

author = {José Ramón Rodríguez-Ossorio and Claudio Gallicchio and Antonio Morán and Ignacio Díaz and Juan J Fuertes and Manuel Domínguez},

doi = {10.1007/978-3-031-62495-7_9},

isbn = {978-3-031-62495-7},

year  = {2024},

date = {2024-06-22},

urldate = {2024-06-22},

booktitle = {Engineering Applications of Neural Networks},

pages = {106–119},

publisher = {Springer Nature Switzerland},

address = {Cham},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Enguita2023principal,

title = {Principal Component Modes of Reservoir Dynamics in Reservoir Computing},

author = {José María Enguita and Ignacio Díaz and Diego García and Abel A Cuadrado and José Ramón Rodríguez-Ossorio},

doi = {10.1007/978-3-031-34171-7_35},

isbn = {978-3-031-34204-2},

year  = {2023},

date = {2023-06-07},

urldate = {2023-06-07},

booktitle = {IFIP International Conference on Artificial Intelligence Applications and Innovations},

pages = {434–445},

publisher = {Springer Nature Switzerland},

address = {Cham},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{RodriguezOssorio2023Adaptive,

title = {Adaptive Model for Industrial Systems Using Echo State Networks},

author = {José Ramón Rodríguez-Ossorio and Antonio Morán and Juan J Fuertes and Miguel A Prada and Ignacio Díaz and Manuel Domínguez},

doi = {10.1007/978-3-031-34204-2_31},

isbn = {978-3-031-34204-2},

year  = {2023},

date = {2023-06-07},

urldate = {2023-06-07},

booktitle = {Engineering Applications of Neural Networks},

pages = {367--378},

publisher = {Springer Nature Switzerland},

address = {Cham},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gonzalez2022control,

title = {Control de caudal con un sensor virtual basado en técnicas de deep learning},

author = { Raúl González-Herbón and José Ramón Rodríguez-Ossorio and Guzmán González-Mateos and Antonio Morán and Serafín Alonso and Juan J Fuertes},

doi = {10.17979/spudc.9788497498418.0368},

year  = {2022},

date = {2022-09-01},

urldate = {2022-01-01},

booktitle = {XLIII Jornadas de Automática},

pages = {368--375},

organization = {Universidade da Coruña. Servizo de Publicacións},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, INDUSTRIA 4.0, MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Sensor virtual de caudal basado en técnicas de deep learning},

author = { José Ramón Rodríguez-Ossorio and Raúl González-Herbón and Guzmán González-Mateos and Antonio Morán and Miguel A Prada and Ignacio Díaz and Manuel Domínguez},

doi = {10.18002/simceaci},

year  = {2022},

date = {2022-06-29},

urldate = {2022-07-01},

booktitle = {XVII Simposio CEA de Control Inteligente},

journal = {XVII Simposio CEA de Control Inteligente},

pages = {81-86},

keywords = {INDUSTRIA 4.0, MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}