Publications in collaboration with researchers from University of Essex (13)

2020

  1. Deep learning for EEG-based motor imagery classification: Accuracy-cost trade-off

    PLoS ONE, Vol. 15, Núm. 6

2019

  1. A new multi-objective wrapper method for feature selection – Accuracy and stability analysis for BCI

    Neurocomputing, Vol. 333, pp. 407-418

  2. Energy-Time Analysis of Convolutional Neural Networks Distributed on Heterogeneous Clusters for EEG Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Toward a Fuzzy Logic System Based on General Forms of Interval Type-2 Fuzzy Sets

    IEEE Transactions on Fuzzy Systems, Vol. 27, Núm. 12, pp. 2381-2395

2017

  1. A parallel island approach to multiobjective feature selection for brain-computer interfaces

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10305 LNCS, pp. 16-27

  2. Deep belief networks and multiobjective feature selection for BCI with multiresolution analysis

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10305 LNCS, pp. 28-39

  3. The Non-singleton Fuzzification Operation for General Forms of Interval Type-2 Fuzzy Logic Systems

    2017 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)

  4. The non-singleton fuzzification operation for general forms of interval type-2 fuzzy logic systems

    IEEE International Conference on Fuzzy Systems

  5. Towards a framework for singleton general forms of interval type-2 fuzzy systems

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10147 LNAI, pp. 3-26

2016

  1. Join and Meet Operations for Type-2 Fuzzy Sets with Nonconvex Secondary Memberships

    IEEE Transactions on Fuzzy Systems, Vol. 24, Núm. 4, pp. 1000-1008

  2. Towards general forms of interval type-2 fuzzy logic systems

    2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016

2013

  1. Multiobjective optimization and comparison of nonsingleton type-1 and singleton interval type-2 fuzzy logic systems

    IEEE Transactions on Fuzzy Systems, Vol. 21, Núm. 3, pp. 459-476

2011

  1. On comparing non-singleton type-1 and singleton type-2 fuzzy controllers for a nonlinear servo system

    IEEE SSCI 2011: Symposium Series on Computational Intelligence - T2FUZZ 2011: 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems