Ikerketa eta Transferentzia taldeak
SERRADILLA CASADO, OSCAR
Dagokion taldea: Datuen analisia eta zibersegurtasuna
Izen abizenak: OSCAR SERRADILLA CASADO
Herritartasuna: Espainia
Harremanetarako Telefonoa: 943794700
Kontaktatu
Formakuntza
Lizentziatua, Ingeniaria, Gradua, Arkitektoa
- Gradua Informatika Ingenieritzan, Mondragon Unibertsitatea, 2016
Graduondoa
- Konputazio Ingeniaritza eta Sistema Adimentsuak Unibertsitate Masterra, Universidad del País Vasco / Euskal Herriko Unibertsitatea, 2017
Egungo lan egoera
- Erakundea: Mondragon Unibertsitatea
- Zentroa: Goi Eskola Politeknikoa
- Departamentua: Elektronika eta Informatika
- Ezagutza arloa: Ciencia de la computación e inteligencia artificial
- Kontratazio mota: Contratado
- Maila/Lanpostua: Doktoregaia Industri 4.0n
- Ikerketa taldea: Datuen analisia eta zibersegurtasuna
Txostenak kongresuetan/Konferentziak
Brain White Matter Lesion Segmentation with 2D/3D CNN Natural and Artificial Computation for Biomedicine and Neuroscience. IWINAC 2017. Lecture Notes in Computer Science, vol. 10337. Pp. 394-403. Editors, J. Ferrández Vicente et al. Springer, Urtea: 2017 Egileak: A. López-Zorrilla, M. de Velasco-Vázquez, O. Serradilla-Casado, L. Roa-Barco, M. Graña, D. Chyzhyk, C. C. Price |
Interpreting Remaining Useful Life estimations combining Explainable Artificial Intelligence and domain knowledge in industrial machinery 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Glasgow, United Kingdom, Urtea: 2020 Egileak: Oscar Serradilla, Ekhi Zugasti, Carlos Cernuda, Andoitz Aranburu, Julian Ramirez de Okariz, Urko Zurutuza |
A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017. Advances in Intelligent Systems and Computing. Vol 578. Pp. 377-385. Editors, M. Kurzynski, M. Wozniak, R. Burduk. Springer, Urtea: 2017 Egileak: Leire Roa-Barco, Oscar Serradilla-Casado, Mikel de Velasco-Vázquez, Asier López-Zorrilla, Manuel Graña, Darya Chyzhyk, Catherine Price |
Aurreko jarduera profesionala
Fundación SEPI (beca en Telefónica España) Hasiera data: 2017/10/01 | Bukaera data: 2018/09/30 |
Hizkuntzen ezagutza
- Ingelesa (C1)
| Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects ARTICULO | Applied intelligence, Urtea: 2022 | ISBN/ISSN: 1573-7497 Egilea: SERRADILLA CASADO, OSCAR ZUGASTI URIGUEN, EKHI RODRÍGUEZ BRETON, JON ZURUTUZA ORTEGA, URKO |
| Methodology for data-driven predictive maintenance models design, development and implementation on manufacturing guided by domain knowledge ARTICULO | International Journal of Computer Integrated Manufacturing. Vol. 35. N. 12. Pp. 1310-1334, Urtea: 2022 | ISBN/ISSN: 13623052 online Egilea: SERRADILLA CASADO, OSCAR ZUGASTI URIGUEN, EKHI RAMÍREZ DE OKARIZ, JULIAN RODRÍGUEZ BRETON, JON ZURUTUZA ORTEGA, URKO |
| Adaptable and Explainable Predictive Maintenance: Semi-Supervised Deep Learning for Anomaly Detection and Diagnosis in Press Machine Data ARTICULO | Applied Sciences. Vol. 11. N. 16. N. artículo 7376, Urtea: 2021 | ISBN/ISSN: 2076-3417 Egilea: SERRADILLA CASADO, OSCAR ZUGASTI URIGUEN, EKHI RAMÍREZ DE OKARIZ, JULIAN RODRÍGUEZ, JON ZURUTUZA ORTEGA, URKO |
| Interpreting Remaining Useful Life estimations combining Explainable Artificial Intelligence and domain knowledge in industrial machinery COMUNICACION_CONGRESO | 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Glasgow, United Kingdom. Conference Proceedings. IEEE, Urtea: 2020 | ISBN/ISSN: 978-1-7281-6932-3 Egilea: SERRADILLA CASADO, OSCAR ZUGASTI URIGUEN, EKHI CERNUDA GARCIA, CARLOS ARANBURU IRASTORZA, ANDOITZ RAMIREZ DE OKARIZ TELLERIA, IÑIGO ZURUTUZA ORTEGA, URKO |
| A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI COMUNICACION_CONGRESO | Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017. Advances in Intelligent Systems and Computing. Vol 578. Pp. 377-385. Editors, M. Kurzynski, M. Wozniak, R. Burduk. Springer, Urtea: 2017 | ISBN/ISSN: Online 9783319591629 Egilea: ROA BARCO, LEIRE SERRADILLA CASADO, OSCAR VELASCO VÁZQUEZ, MIKEL DE LÓPEZ ZORRILLA, ASIER GRAÑA, MANUEL CHYZHYK, DARYA PRICE, CATHERINE |
| Brain White Matter Lesion Segmentation with 2D/3D CNN COMUNICACION_CONGRESO | Natural and Artificial Computation for Biomedicine and Neuroscience. IWINAC 2017. Lecture Notes in Computer Science, vol. 10337. Pp. 394-403. Editors, J. Ferrández Vicente et al. Springer, Urtea: 2017 | ISBN/ISSN: Online 9783319597409 Egilea: LÓPEZ ZORRILLA, A. VELASCO VÁZQUEZ, M. DE SERRADILLA CASADO, OSCAR ROA BARCO, LEIRE GRAÑA, M. CHYZHYK, D. PRICE, C. C. |
Egindako tesiak
| Diseño y validación de metodología para implementar mantenimiento predictivo basado en datos en entornos industriales Irakurtze data: 2022-01-14 Zuzendaria: Urko Zurutuza & Ekhi Zugasti Egilea: SERRADILLA CASADO, OSCAR |