Publications by the researcher in collaboration with Antoni Morell (15)

2023

  1. A Mutual-Information based Transfer Suitability Metric for Industrial Control

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

  2. Learning on Scarce Data for Industrial Control: a Transfer Learning approach

    2023 8th International Symposium on Electrical and Electronics Engineering, ISEEE 2023 - Proceedings

  3. Transfer Learning in wastewater treatment plants control: Measuring the transfer suitability

    Journal of Process Control, Vol. 124, pp. 36-53

2022

  1. Ternary Neural Networks Based on on/off Memristors: Set-Up and Training

    Electronics (Switzerland), Vol. 11, Núm. 10

2021

  1. Offline training for memristor-based neural networks

    European Signal Processing Conference

  2. Theoretical Tuning of the Autoencoder Bottleneck Layer Dimension: A Mutual Information-based Algorithm

    28TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2020)

  3. Theoretical tuning of the autoencoder bottleneck layer dimension: A mutual information-based algorithm

    European Signal Processing Conference

2020

  1. A variational autoencoder solution for road traffic forecasting systems: Missing data imputation, dimension reduction, model selection and anomaly detection

    Transportation Research Part C: Emerging Technologies, Vol. 115

2016

  1. Addressing Mobility in RPL with Position Assisted Metrics

    IEEE Sensors Journal, Vol. 16, Núm. 7, pp. 2151-2161

2014

  1. Generic empiric propagation model for low power wireless networks operating at the 868 MHz band in smart cities

    IET Microwaves, Antennas and Propagation, Vol. 8, Núm. 14, pp. 1143-1153

  2. Novel Routing Approach for the TSCH mode of IEEE 802.15.14e in Wireless Sensor Networks with Mobile Nodes

    2014 IEEE 80TH VEHICULAR TECHNOLOGY CONFERENCE (VTC FALL)

  3. Novel routing approach for the TSCH mode of IEEE 802.15.14e in wireless sensor networks with mobile nodes

    IEEE Vehicular Technology Conference

2013

  1. Label switching over IEEE802.15.4e networks

    Transactions on emerging telecommunications technologies, Vol. 24, Núm. 5, pp. 458-475

2011

  1. Optimal rate allocation in cluster-tree WSNs

    Sensors, Vol. 11, Núm. 4, pp. 3611-3639

2010

  1. ZERO: Probabilistic routing for deploy and forget wireless sensor networks

    Sensors, Vol. 10, Núm. 10, pp. 8920-8937