Creating and sharing knowledge for telecommunications
... André Ribeiro Lourenço

Researcher

André Lourenço

Academic position: Assistant Professor
Joining date: 15-09-2002
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


Scientific Achievements

  • PhD, Instituto Superior Técnico, 30-11-2014
  • MSc, Instituto Superior Técnico, 01-09-2002
  • Licenciatura, Instituto Superior Técnico, 01-12-2001
  • Pattern Recognition
  • Clustering
  • Biometrics
  • ECG biometrics
  • Instituto Superior de Engenharia de Lisboa - ISEL, 15-09-2005, Assistant Professor
Supervision of theses
  • Driver’s Fatigue State Monitoring using Physiological Signals, MSc Student, Cláudia Sofia Alferes Ribeiro da Silva Silveira, 07-2017
  • Continuous Biometric: Identification on the Steering Wheel, MSc Student, João Ribeiro Pinto, 07-2017
  • Sistema de Reconhecimento Biométrico por Identificação Baseado em Sinais de ECG, Research Grant, Daniel Santos, 09-2010
  • MonitorPLUX Android: Sistema de Telemonitorização Baseado na Plataforma Android, Research Grant, Nuno Paz, 09-2010
  • Pablo Neruda: Classificação automática de e-mails, Research Grant, Tony Tam, 11-2008
Co-Supervision of theses
  • Driver’s Fatigue State Monitoring using Physiological Signals, MSc Student, Cláudia Sofia Alferes Ribeiro da Silva Silveira, 07-2017
  • Continuous Biometric: Identification on the Steering Wheel, MSc Student, João Ribeiro Pinto, 07-2017
  • Etiquetagem Automática de Mensagens de Correio Electrónico, MSc Student, Tony Tam, 10-2011
  • A. P. Alves Alves, João Martins Martins, H. Silva, A. Lourenço, A. L. N. Fred, H. F. Ferreira, Paper-based inkjet electrodes: Experimental study for ECG applications, Chapter in, Physiological Computing Systems, Springer Berlin Heidelberg, Berlin, 2014
  • A. Lourenço, S. Bulo Bulo, A. L. N. Fred, M. Pelillo, Consensus Clustering with Robust Evidence Accumulation, Chapter in, Energy Minimization Methods in Computer Vision and Pattern Recognition, Heyden, Anders and Kahl, Fredrik and Olsson, Carl and Oskarsson, Magnus and Tai, Xue-Cheng, Springer, Lund, 2013
  • A. Lourenço, S. Bulo Bulo, N. Rebagliati, A. L. N. Fred, M. A. T. Figueiredo, M. Pelillo, A MAP approach to evidence accumulation clustering, Chapter in, Pattern Recognition Applications and Methods 2013, Revised Selected Papers, Maria De Marsico and Ana Fred, Springer, Vilamoura, 2013
  • A. Lourenço, S. Bulo Bulo, C. C. Carreiras, H. Silva, A. L. N. Fred, M. Pelillo, Dominant Set Approach to ECG Biometrics, Chapter in, CIARP 2013, Part I, LNCS 8258 proceedings, ?, Springer, Havana, 2013
  • A. L. N. Fred, A. Lourenço, H. Aidos, S. Bulo Bulo, N. Rebagliati, M. A. T. Figueiredo, M. Pelillo, Learning Similarities from Examples under the Evidence Accumulation Clustering Paradigm, Chapter in, Similarity-Based Pattern Analysis and Recognition, Marcello Pelillo, Springer, 2013
  • A. Lourenço, A. L. N. Fred, M. A. T. Figueiredo, A Generative Dyadic Aspect Model for Evidence Accumulation Clustering, Chapter in, SIMBAD 2011, M. Pelillo and E.R. Hancock, Springer, 2011
  • J. Duarte, A. L. N. Fred, A. Lourenço, F. Jorge Duarte Duarte, On Consensus Clustering Validation, Chapter in, Structural, Syntactic, and Statistical Pattern Recognition, Hancock, Edwin and Wilson, Richard and Windeatt, Terry and Ulusoy, Ilkay and Escolano, Francisco, Springer, 2010
  • S. Bulo Bulo, A. Lourenço, A. L. N. Fred, Pairwise Probabilistic Clustering Using Evidence Accumulation, Chapter in, Structural, Syntactic, and Statistical Pattern Recognition, Edwin R. Hancock and Richard C. Wilson and Terry Windeatt and Ilkay Ulusoy and Francisco Escolano, Springer, Berlin, 2010
  • 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. L. N. Fred, A. Lourenço, Cluster Ensemble Methods: from Single Clusterings to Combined Solutions, Chapter in, Supervised and Unsupervised Ensemble Methods and their Applications, Oleg Okun and Giorgio Ventini, Springer, 2008

Closed Projects7

Acronym Name Funding Agency Start date Ending date
ADIAR Alzheimer Disease: Image Analysis and Recognition FCT/PTDC 01-02-2011 01-07-2014
BLEP Biomechanics of Locomotion in Elderly People FCT/PTDC 01-01-2008 01-12-2010
EvaClue Evidence Accumulation in Unsupervised and Semi-Supervised Learning: a Cluster Ensemble Approach FCT/PTDC 01-01-2010 01-03-2013
HeartBIT Novel pervasive technologies for the prevention and monitoring of cardiovascular diseases IT/LA 01-01-2014 01-12-2015
InVivoMuscle Development of “in vivo” experimental techniques and modeling methodologies for the evaluation of the mechanical load applied on the musculoskeletal system FCT/PTDC 01-02-2010 01-08-2013
LearnBIG Unsupervised and Semi-Supervised Learning from Big Data FCT/PTDC 01-05-2016 01-06-2018
VITALIDI Android Biometrics Demonstrator IT/LA 01-11-2011 01-12-2013
  • H. Silva, A. P. Alves Alves, A. Lourenço, A. L. N. Fred, I. Montalvão, L. Alegre, Best Paper Award at SouthCHI 2013, Best Paper Award at SouthCHI 2013, with the work 'Towards the Detection of Deception in Interactive Multimedia Environments', 01-07-2013
  • A. L. N. Fred, H. Silva, A. Lourenço, 1st Prize of contest INOVPORTUGAL, 1st Prize on the portuguese contest of innovation and entrepreneurship, INOVPORTUGAL, with the project VITALIDI, 01-05-2013
  • H. Silva, A. Lourenço, A. L. N. Fred, JBF Filipe, Best Paper Award at USAB 2011, Best Paper Award at the USAB 2011 conference, with the work ''Clinical Data Privacy and Customization via Biometrics Based on ECG Signals'', 01-11-2011
  • Pattern Recognition Letters
    2010, 2 review(s); 2009, 1 review(s);
  • Workshop on Pattern Recognition in Information Systems
    2009, 1 review(s);