Eva Portillo Pérez :: Publications

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. https://doi.org/10.1016/j.asoc.2020.107072
Brull, A., Lucas, S., Zubizarreta, A., Portillo, E., Cabanes, I. A random forest based methodology for the development of an intelligent classifier of physical activities, Converging Clinical and Engineering Research on Neurorehabilitation IV, pp. -, Springer, 2021.
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. https://doi.org/10.3390/s21123991
Niño, I., Manjarres, D., Landa, I., Portillo, E. Feature weighting methods: A review, Experts Systems with Applications, vol. 184, pp. 115424, 2021. https://doi.org/10.1016/j.eswa.2021.115424
Niño, I., Portillo, E., Landa, I., Manjarres, D. Normalisation influence on ANN-based models performance: a new proposal for features' contribution analysis, IEEE Access, vol. 9, pp. 125462-125477, 2021. https://doi.org/10.1109/ACCESS.2021.3110647
Navajas, A., Manjarres, D., Portillo, E., Landa, I. A Novel Heuristic Approach for the Simultaneous Selection of the Optimal Clustering Method and Its Internal Parameters for Time Series Data, 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), Sevilla, España, 2019. https://link.springer.com/chapter/10.1007/978-3-030-20055-8_17
Niño, I., Landa, I., Portillo, E., Manjarres, D. Analysis and Application of Normalization Methods with Supervised Feature Weighting to Improve K-means Accuracy , 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), Sevilla, España, 2019. https://link.springer.com/chapter/10.1007/978-3-030-20055-8_2
Mancisidor, A., Cabanes, I., Zubizarreta, A., Brull, A., Portillo, E. Algoritmo de Control Basado en Modelo Cinemático y Dinámico de un Dispositivo Robótico para Terapias de Rehabilitación, Jornadas Nacionales de Robótica , Alicante, España, 2019. ISBN: 978-84-09-12133-5 .
Conde, A., Arriandiaga, A., Sánchez, J.A., Portillo, E., Plaza, S., Cabanes, I. High-accuracy Wire Electrical Discharge Machining using Artificial Neural Networks and optimization techniques, Robotics and Computer-Integrated Manufacturing, vol. 49, pp. 24-38, 2018. https://doi.org/10.1016/j.rcim.2017.05.010
Zubizarreta, A., Larrea, M., Irigoyen, E., Cabanes, I., Portillo, E. Real Time Direct Kinematic Problem Computation of the 3PRS robot Using Neural Networks, Neurocomputing, vol. 271, No. 3, pp. 104-114, 2018. https://doi.org/10.1016/j.neucom.2017.02.098
Arriandiaga, A., Portillo, E., Sánchez, J.A., Cabanes, I., Zubizarreta, A. Recurrent ANN based modelling of the dynamic evolution of the Surface Roughness in Grinding, Neural Computing and Applications, vol. 28, No. 6, pp. 1293–1307, 2017. http://doi.org/10.1007/s00521-016-2568-1
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