Maria Leonor do Carmo Fernandes

  • Tuesday, 30 September 2014 08:24

Maria Leonor Fernandes

Identification

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

Contacts

E-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.

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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