Eva Portillo

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 24

Top Topics

Physical Activity

Feature Weighting

Surface Roughness

Top Venues

Appl. Soft Comput.

Neural Comput. Appl.

Publications

Sergio Lucas, Eva Portillo
Methodology based on spiking neural networks for univariate time-series forecasting. Neural Networks 173 (2024)
Janire Otamendi, Asier Zubizarreta, Eva Portillo
Machine learning-based gait anomaly detection using a sensorized tip: an individualized approach. Neural Comput. Appl. 35 (24) (2023)
Adriana Navajas-Guerrero, Eva Portillo, Diana Manjarres
PLAHS: A Partial Labelling Autonomous Hyper-heuristic System for Industry 4.0 with application on classification of cold stamping process. Appl. Soft Comput. 147 (2023)
Adriana Navajas-Guerrero, Diana Manjarres, Eva Portillo, Itziar Landa-Torres
A hyper-heuristic inspired approach for automatic failure prediction in the context of industry 4.0. Comput. Ind. Eng. 171 (2022)
Iratxe Niño-Adan, Itziar Landa-Torres, Eva Portillo, Diana Manjarres
Influence of statistical feature normalisation methods on K-Nearest Neighbours and K-Means in the context of industry 4.0. Eng. Appl. Artif. Intell. 111 (2022)
Urtats Etxegarai, Eva Portillo, Jon Irazusta, Lucien Koefoed, Nikola K. Kasabov
A heuristic approach for lactate threshold estimation for training decision-making: An accessible and easy to use solution for recreational runners. Eur. J. Oper. Res. 291 (2) (2021)
Iratxe Niño-Adan, Itziar Landa-Torres, Diana Manjarres, Eva Portillo
Soft-sensor design for vacuum distillation bottom product penetration classification. Appl. Soft Comput. 102 (2021)
Iratxe Niño-Adan, Eva Portillo, Itziar Landa-Torres, Diana Manjarres
Normalization Influence on ANN-Based Models Performance: A New Proposal for Features' Contribution Analysis. IEEE Access 9 (2021)
Iratxe Niño-Adan, Itziar Landa-Torres, Diana Manjarres, Eva Portillo, Lucía Orbe
Soft-Sensor for Class Prediction of the Percentage of Pentanes in Butane at a Debutanizer Column. Sensors 21 (12) (2021)
Iratxe Niño-Adan, Diana Manjarres, Itziar Landa-Torres, Eva Portillo
Feature weighting methods: A review. Expert Syst. Appl. 184 (2021)
Asier Brull Mesanza, Sergio Lucas, Asier Zubizarreta, Itziar Cabanes, Eva Portillo, Ana Rodriguez-Larrad
A Machine Learning Approach to Perform Physical Activity Classification Using a Sensorized Crutch Tip. IEEE Access 8 (2020)
Ander Arriandiaga, Eva Portillo, Josafath Israel Espinosa Ramos, Nikola K. Kasabov
Pulsewidth Modulation-Based Algorithm for Spike Phase Encoding and Decoding of Time-Dependent Analog Data. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Urtats Etxegarai, Eva Portillo, Jon Irazusta, Lucien Koefoed, Nikola K. Kasabov
A heuristic approach for lactate threshold estimation for training decision-making: An accessible and easy to use solution for recreational runners. CoRR (2019)
Iratxe Niño-Adan, Itziar Landa-Torres, Eva Portillo, Diana Manjarres
Analysis and Application of Normalization Methods with Supervised Feature Weighting to Improve K-means Accuracy. SOCO (2019)
Adriana Navajas-Guerrero, Diana Manjarres, Eva Portillo, Itziar Landa-Torres
A Novel Heuristic Approach for the Simultaneous Selection of the Optimal Clustering Method and Its Internal Parameters for Time Series Data. SOCO (2019)
Iñigo Sesar Gil, Asier Zubizarreta, Itziar Cabanes, Eva Portillo, Jon Torres-Unda, Ana Rodriguez
Instrumented Crutch Tip for Monitoring Force and Crutch Pitch Angle. Sensors 19 (13) (2019)
Aitziber Mancisidor, Asier Zubizarreta, Itziar Cabanes, Eva Portillo, Je Hyung Jung
Virtual Sensors for Advanced Controllers in Rehabilitation Robotics. Sensors 18 (3) (2018)
Asier Zubizarreta, Mikel Larrea, Eloy Irigoyen, Itziar Cabanes, Eva Portillo
Real time direct kinematic problem computation of the 3PRS robot using neural networks. Neurocomputing 271 (2018)
Urtats Etxegarai, Eva Portillo, Jon Irazusta, Ander Arriandiaga, Itziar Cabanes
Estimation of lactate threshold with machine learning techniques in recreational runners. Appl. Soft Comput. 63 (2018)
Ander Arriandiaga, Eva Portillo, José Antonio Sánchez, Itziar Cabanes, Asier Zubizarreta
Downsizing training data with weighted FCM for predicting the evolution of specific grinding energy with RNNs. Appl. Soft Comput. 61 (2017)
Ander Arriandiaga, Eva Portillo, José Antonio Sánchez, Itziar Cabanes, Asier Zubizarreta
Recurrent ANN-based modelling of the dynamic evolution of the surface roughness in grinding. Neural Comput. Appl. 28 (6) (2017)
Ander Arriandiaga, Eva Portillo, José Antonio Sánchez, Itziar Cabanes, Iñigo Pombo
A new approach for dynamic modelling of energy consumption in the grinding process using recurrent neural networks. Neural Comput. Appl. 27 (6) (2016)
Pablo Bengoa, Asier Zubizarreta, Itziar Cabanes, Aitziber Mancisidor, Eva Portillo
A stable model-based control scheme for parallel robots using additional sensors. IROS (2015)
Ander Arriandiaga, Eva Portillo, José Antonio Sánchez, Itziar Cabanes
On-line Surface Roughness Prediction in Grinding Using Recurrent Neural Networks. EANN (2015)
Ander Arriandiaga, Eva Portillo, José Antonio Sánchez, Itziar Cabanes, Iñigo Pombo
Virtual Sensors for On-line Wheel Wear and Part Roughness Measurement in the Grinding Process. Sensors 14 (5) (2014)
Isidro Calvo, Eva Portillo, Oier García de Albéniz, Aintzane Armentia, Marga Marcos, Elisabet Estévez-Estévez, Ricardo Marau, Luís Almeida, Paulo Pedreiras
Towards an Infrastructure Model for Composing and Reconfiguring Cyber-Physical Systems. UCAmI (2012)
Eva Portillo, Itziar Cabanes, José Antonio Sánchez, Dario Orive, Naiara Ortega, Marga Marcos
A computer assistant for monitoring tool performance during the drilling process. Int. J. Comput. Integr. Manuf. 25 (9) (2012)
Eva Portillo, Itziar Cabanes, José Antonio Sánchez, Dario Orive, Naiara Ortega, Marga Marcos
A Case Study of a Flexible Software Tool in the Drilling Process. CESCIT (2012)
Asier Zubizarreta, Itziar Cabanes, Marga Marcos, Charles Pinto, Eva Portillo
Extended CTC control for parallel robots. ETFA (2010)
Asier Zubizarreta, Itziar Cabanes, Marga Marcos, Charles Pinto, Eva Portillo
Redundant dynamic modelling of the 3RRR parallel robot for control error reduction. ECC (2009)
Eva Portillo, Marga Marcos, Itziar Cabanes, Asier Zubizarreta
Recurrent ANN for monitoring degraded behaviours in a range of workpiece thicknesses. Eng. Appl. Artif. Intell. 22 (8) (2009)
Eva Portillo, Marga Marcos, Itziar Cabanes, Asier Zubizarreta, José Antonio Sánchez
Artificial Neural Networks for detecting instability trends in different workpiece thicknesses in a machining process. ACC (2008)
Eva Portillo, Itziar Cabanes, Marga Marcos, Dario Orive, José Antonio Sánchez
Design of a Virtual-Instrumentation System for a Machining Process. IEEE Trans. Instrum. Meas. 56 (6) (2007)
Eva Portillo, Marga Marcos, Itziar Cabanes, Asier Zubizarreta
On the application of recurrent neural network techniques for detecting instability trends in an industrial process. ETFA (2007)