Research Areas :: Publications

Intelligent manufacturing and industry

Navajas, A., Manjarres, D., Portillo, E., Landa, I. A Hyper-heuristic Inspired Approach for Automatic Failure Prediction in the Context of Industry 4.0., Computers & Industrial Engineering, vol. 171, No. 108381, pp. 1-19, 2022. JCR Impact Factor: 7.9 (2022). Quartile: 1. https://doi.org/10.1016/j.cie.2022.108381
Viana, K., Zubizarreta, A., Diez, M. A Reconfigurable Framework for Vehicle Localization in Urban Areas, Sensors, pp. 1-16, 2022. JCR Impact Factor: (0). Quartile: . https://doi.org/10.3390/s22072595
Lucas, S., Portillo, E., Zubizarreta, A., Cabanes, I. Entrenamiento supervisado de redes neuronales de impulsos, XLIII Jornadas de Automática, Logroño, 2022. ISBN: 978-84-9749-841-8. https://doi.org/10.17979/spudc.9788497498418
Niño, I., Landa, I., Portillo, E., Manjarres, D. Influence of Statistical Feature Normalisation Methods on K-Nearest Neighbours and K-Means in the Context of Industry 4.0., Engineering Applications of Artificial Intelligence, vol. 111, No. 104807, pp. 1-20, 2022. JCR Impact Factor: 8.0 (2022). Quartile: 1. https://doi.org/10.1016/j.engappai.2022.104807
Matute, J.A., Zubizarreta, A., Diaz, â.E. A Vehicle Simulation Model and Automated Driving Features Validation for Low-Speed High Automation Applications, IEEE Transactions on Intelligent Transportation Systems, vol. 22, No. 12, pp. 7772-7781, 2021. JCR Impact Factor: (0). Quartile: . https://doi.org/10.1109/TITS.2020.3008318
Lucas, S., Arriandiaga, A., Portillo, E., Zubizarreta, A., Cabanes, I. Compresión de datos de tipo real basada en un novedoso algoritmo de codificación para redes neuronales de impulsos, XLII Jornadas de Automática, Castellón, España, 2021. ISBN: 978-84-9749-804-3. https://doi.org/10.17979/spudc.9788497498043.175
Niño, I., Landa, I., Portillo, E., Manjarres, D. Soft-sensor design for vacuum distillation bottom product penetration classification, Applied Soft Computing, vol. 102, pp. 1-10, 2021. JCR Impact Factor: 8.263 (2021). Quartile: 1. https://doi.org/10.1016/j.asoc.2020.107072
Niño, I., Landa, I., Manjarres, D., Portillo, E., Orbe, L. Soft-Sensor for Class Prediction of the Percentage of Pentanes in Butane at a Debutanizer Column, Sensors, vol. 21, No. 12, pp. 3991, 2021. JCR Impact Factor: 3.847 (2021). Quartile: 2. https://doi.org/10.3390/s21123991
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