Maria Leonor do Carmo Fernandes

  • Tuesday, 30 September 2014 08:24

Maria Leonor Fernandes


Leonor Fernandes, Invited Lecturer (Universidade Nova de Lisboa-Portugal)


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Research Interests

My research interests are in the area of the knowledge discovery in big databases and in the application of this knowledge to find new ways of decision-making. To exploit the data I am interested in the application of Self-organizing Maps and I use data mining techniques to predict trends and behavior patterns. In particular, I work in the field of Prognostic Health Management to the equipment.

Five Recent Publications

    • 1) FERNANDES, Leonor; HENRIQUES, Roberto; LOBO, Victor - Selection of instances in Condition Based Monitoring: the case of aircraft engines. Coimbra: [s.n.]. ISBN 978-972-8954-42-0. Proceedings of Maintenance Performance Measurement and Management (MPMM) Conference 2014.
    • 2) FERNANDES, L.; HENRIQUES, R.; LOBO, V.: Seleção de Instâncias para algoritmos de aprendizagem não supervisionada: aplicação a dados de motores de aeronaves, poster em JOCLAD 2014 - XXI Jornadas de Classificação e Análise de Dados.
    • 3) FERNANDES, L.; HENRIQUES, R.; LOBO, V.: Análise exploratória de dados de motores de aeronaves, apresentação em JOCLAD 2012 - XIX Jornadas de Classificação e Análise de Dados.
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