Publikationen in Zusammenarbeit mit Forschern von Instituto Politécnico de Viana do Castelo (5)

2014

  1. Direct Kernel Perceptron (DKP): Ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation

    Neural Networks, Vol. 50, pp. 60-71

2011

  1. Direct parallel perceptrons (DPPs): Fast analytical calculation of the parallel perceptrons weights with margin control for classification tasks

    IEEE Transactions on Neural Networks, Vol. 22, Núm. 11, pp. 1837-1848

2010

  1. A parallel perceptron network for classification with direct calculation of the weights optimizing error and margin

    Proceedings of the International Joint Conference on Neural Networks

  2. Fast weight calculation for kernel-based perceptron in two-class classification problems

    Proceedings of the International Joint Conference on Neural Networks

  3. Fast weight calculation for kernel-based perceptron in two-class classification problems

    2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010