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	- Web Page at IT (links to papers)
	- Web Page at IST
	- Tutorial: Unsupervised Learning

Ana Fred

Current Positions

Professor, Department of Electrical and Computer Engineering, Instituto Superior Técnico (IST - Technical University of Lisbon).

Researcher, Group of Communication Theory and Pattern Recognition of the Instituto de Telecomunicações (IT), Networks and Multimedia Research Area.

Ana Luisa Nobre Fred

Academic Courses

PhD: Biometrics (link)

PhD: Modeling and Classification of Biomedical Signals (MCSB) (link)

MSc: Automatic Control (link)

Link to Academic Courses page

Research Topics

Pattern recognition

Machine Learning

Unsupervised Learning

  • Clustering (link)

  • Cluster Ensemble Methods

      ° Evidence Accumulation Clustering

Learning Pairwise Similarity (link)

Biometrics

  • Behavioural Biometrics

  • Web Biometrics (link)

Affective Computing

Biomedical Applications

Signal Processing

Electrophysiologic Data

Projects

SIMBAD Beyond features: similarity-based pattern analysis and recognition

BLEP Biomechanics of Locomotion in Elderly People

BiomecLoad Evaluation of biomechanical load in the muscle-skeleton system

HiMotion HCI and physiological signal acquisition

WebBiometrics Web Biometrics

Call for Applicants for BII position

There are two open positions for BII scholarships at IT for integration in research projects in the areas of biomedical engineering and pattern recognition. Details about how to apply are availabel here

Contacts

Ana Fred
afred@lx.it.pt

Address: IT - Lisboa
Instituto de Telecomunicações
Av. Rovisco Pais, 1
Lisboa 1049-001, PORTUGAL

Tel: +351 21 8418469
Fax: +351 21 8418472