Creating and sharing knowledge for telecommunications
... Artur Ferreira

Researcher

Artur Ferreira

Academic position: Researcher
Joining date: 01-10-1999
Roles in IT: Researcher
Scientific Area: Networks and Multimedia
Group: Pattern and Image Analysis – Lx

Email: Send Email
Address: IT – Lisboa
Instituto Superior Técnico - Torre Norte - Piso 10
Av. Rovisco Pais, 1
1049 - 001 Lisboa
Tel: +351 21 841 84 54
Fax: +351 21 841 84 72

Personal page


Bio

Artur Ferreira EE (1999), MSc (2003), PhD (2014) is adjunct professor at Instituto Superior de Engenharia de Lisboa (ISEL), Lisbon, Portugal. His main research interests include big data, pattern recognition, machine learning, feature selection and feature recognition techniques. He serves as an editorial board member for the Applied Soft Computing Journal. He has authored, co-authored and reviewed many journal and conference papers. He is also a member of the Portuguese Pattern Recognition Association (APRP).


Scientific Achievements

  • PhD, Instituto Superior Técnico, 24-02-2014
  • MSc, Instituto Superior Técnico, 10-03-2003
  • Licenciatura, Instituto Superior de Engenharia de Lisboa, 01-09-1999
  • Undergraduate, Instituto Superior de Engenharia de Lisboa, 31-07-1997
  • Machine Learning
  • Feature Selection
  • Feature Discretization
  • Instituto Superior de Engenharia de Lisboa, 27-10-1999, Prof. Adjunto
Supervision of theses
  • Deteção de conteúdos Not Suitable for Work, MSc Student, Daniel Bicho, 09-2018
  • Utilização de eventos aplicacionais para análise de negócio em tempo real, MSc Student, Vitor Paulino, 09-2017
  • Geração Automática de Calendários de Exames, MSc Student, Miguel Brito Nunes, 09-2015
  • Etiquetagem Automática de Mensagens de Correio Electrónico, MSc Student, Tony Tam, 10-2011
  • GST - Guitar Solo Tracker, MSc Student, Alaney Kilson Dória, 09-2010
  • A. Ferreira, M. A. T. Figueiredo, Feature Discretization with Relevance and Mutual Information Criteria, Chapter in, Pattern Recognition Applications and Methods, Advances in Intelligent Systems and Computing, 318, A. Fred and M. De Marsico, Springer, 2015
  • A. Ferreira, M. A. T. Figueiredo, Boosting Algorithms: A Review of Methods Theory, and Applications, Chapter in, Ensemble Learning: Methods and Applications, Cha Zhang and Yunqian Ma, Springer, 2012
  • A. Ferreira, P. Marques, Echo Cancellation for Hands-Free Systems, Chapter in, Adaptive Filtering, Lino García Morales, In-Tech, 2011
  • A. Ferreira, A. Lourenço, B.P. Pinto, J.T. Tendeiro, Tuning Iris Recognition for Noisy Images, Chapter in, BIOSTEC 2009, CCIS-Communications in Computer and Information Science, vol. 52, A. Fred, J. Filipe, H. Gamboa, Springer, Berlin, 2010
  • A. Ferreira, A. L. Oliveira, M. A. T. Figueiredo, On the Suitability of Suffix Arrays for Lempel-Ziv Data Compression, Chapter in, ICETE 2008 - CCIS-Communications in Computer and Information Science, vol. 48, J. Filipe and M. Obaidat, Springer, Berlin, 2009

Closed Projects1

Acronym Name Funding Agency Start date Ending date
EvaClue Evidence Accumulation in Unsupervised and Semi-Supervised Learning: a Cluster Ensemble Approach FCT/PTDC 01-01-2010 01-03-2013
  • A. Ferreira, Inês Simas Best Student Paper, Inês Simas Best Student Paper at ConfTele2003, 01-06-2003
  • CETC2016- Conf. on Electronics, Telecommunications and Computers, Organizing Committee, 2016
  • CETC2013- Conf. on Electronics, Telecommunications and Computers, Organizing Committee, 2013
  • CETC2011- Conf. on Electronics, Telecommunications and Computers, Organizing Committee, 2011
  • IBERSENSOR 2010 - 7th Ibero-American Congress on Sensors, Organizing Committee, 2010
  • IV Jornadas de Engenharia Electrónica e Telecomunicações e de Computadores - JETC08, Organizing Committee, 2008
  • Editorial Board, Applied Soft Computing, 01-02-2017 - today
  • Editorial Board, i-ETC : ISEL Academic Journal of Electronics, Telecomunications and Computers, 01-01-2017 - today
  • Pattern Recognition Letters
    2017, 2 review(s); 2015, 1 review(s); 2012, 1 review(s); 2011, 1 review(s); 2009, 2 review(s); 2008, 1 review(s); 2007, 1 review(s);
  • Applied Soft Computing
    2018, 1 review(s); 2017, 3 review(s); 2015, 2 review(s); 2014, 1 review(s);
  • Information Sciences
    2015, 1 review(s);
  • Pattern Recognition
    2013, 1 review(s);
  • IEEE Trans. on Image Processing
    2013, 1 review(s); 2007, 1 review(s); 2006, 1 review(s); 2005, 1 review(s);
  • Applied Computing and Informatics
    2017, 1 review(s);
  • Computers in Biology and Medicine
    2017, 1 review(s);
  • i-ETC : ISEL Academic Journal of Electronics, Telecomunications and Computers
    2017, 4 review(s);
  • International Journal of Remote Sensing
    2017, 2 review(s);
  • Journal of Marine Science and Technology
    2017, 1 review(s);
  • Machine Learning
    2017, 2 review(s);
  • ieee transactions on image processing
    2017, 1 review(s);
  • Optimization and Engineering
    2018, 1 review(s);
  • Neurocomputing
    2012, 1 review(s); 2007, 1 review(s);
  • BMC Bioinformatics
    2012, 1 review(s);
  • Intrnl. Journal of Machine Learning and Cybernetics
    2012, 1 review(s);
  • IEEE Signal Processing Letters
    2005, 1 review(s);
  • IEEE Trans. on Information Forensics and Security
    2006, 1 review(s);
  • INSTICC international Joint Conf. on Computational Intelligence - IJCCI
    2017, 1 review(s);
  • IEEE Data Compression Conf. - DCC
    2010, 1 review(s);
  • CETC2016- Conf. on Electronics, Telecommunications and Computers
    2016, 1 review(s);
  • Portuguese Conf. on Pattern Recognition - RecPad
    2013, 1 review(s);