Publikationen in Zusammenarbeit mit Forschern von Instituto Politécnico de Viana do Castelo (9)

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

2012

  1. Evolutionary intelligence in asphalt pavement modeling and quality-of-information

    Progress in Artificial Intelligence, Vol. 1, Núm. 1, pp. 119-135

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

  4. Handling incomplete information in an evolutionary environment

    2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010

  5. Integrating incomplete information into the relational data model

    WCE 2010 - World Congress on Engineering 2010

2009

  1. Wine Vinification prediction using Data Mining tools

    COMPUTING AND COMPUTATIONAL INTELLIGENCE, PROCEEDINGS