Ana Luisa Nobre Fred

Ana Fred

Academic position:	Associate Professor
Joining date:	01-01-1999
Roles in IT:	Senior 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

https://www.orcid.org/0000-0003-1320-5024

SCHOLAR

Scientific Achievements

Degrees

PhD, Instituto Superior Técnico, 12-12-1994
MSc, Instituto Superior Técnico, 31-01-1989
Licenciatura, Instituto Superior Técnico, 12-10-1984

Expertise Topics

Affiliations

ACM - Association for Computing Machinery, 01-01-2018, Member
Instituto Superior Técnico, 01-01-2014, Department of Biomedical Engineering
Instituto Superior Técnico, 01-09-1984, Department of Electrical Engineering and Computers

Academic Activities

3Lecture courses

Automatic Control, Instituto Superior Técnico, Lic. Engenharia Electr. e Computadores

Modeling and Classification of Biomedical Signals , Instituto Superior Técnico, PHD Program in Biomedical Engineering

Biometrics, Instituto Superior Técnico, PhD Program in Information Security

Supervision of theses

4PhD Student

Data Clustering using Constraints, PhD Student, João Manuel Maia Duarte, Defended 12-2015
Physiological Computing: New Methods and Biometric Applications, PhD Student, Hugo Humberto Plácido da Silva, Defended 09-2015
Automatic Document Organization using Semi-Structured Information, PhD Student, André Ribeiro Lourenço, Defended 11-2014
Dissimilarity Increments Statistics and Dimensionality Reduction in Unsupervised Learning, PhD Student, Helena Isabel Aidos Lopes, Defended 11-2014

6MSc Student

EpiCrisis: Prediction of Epileptic Seizures based on Biosignals , MSc Student, Francisco Simão Fernandes Mendes Sargo, Concluded 11-2018
Monitoring and Prevention of Cardiac Heart Failure, MSc Student, André Manso, Concluded 07-2018
Continuous User Authentication by exploring Physiological Multimodality, MSc Student, Miguel Martinho, Concluded 05-2018
Efficient Evidence Accumulation Clustering for large datasets/big data, MSc Student, Diogo Alexandre Oliveira Silva, Concluded 11-2015
Automatic Arrythmia Classification: A Pattern Recognition Approach, MSc Student, Diana Paiva Moreira Batista, Concluded 12-2014
Identification of Stress States from ECG Signals using Unsupervised Learning Methods, MSc Student, Liliana Medina, Concluded 05-2009

Co-Supervision of theses

2MSc Student

Face liveness detection, MSc Student, Ana Sofia de Cintra Moura Bastos, Expected conclusion 12-2019
Sistema de Aquisição e Análise de Sinais em Ambiente Desportivo, MSc Student, Jorge Miguel Silverio do Carmo, Concluded 06-2015

Publications

42Books

A. L. N. Fred, M. Marsico Marsico, G. Baja, Pattern Recognition Applications and Methods: ICPRAM 2018, Revised Selected Papers, Springer International Publishing AG Springer Nature, Cham, 2019,
| BibTex
A. L. N. Fred, J. L. G. Dietz Dietz, D. Aveiro Aveiro, K. Liu Liu, J. Bernardino, JBF Filipe, Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2016, Revised Selected Papers, Springer International Publishing AG Springer Nature, Cham, 2019,
| BibTex
A. L. N. Fred, J. L. G. Dietz Dietz, D. Aveiro Aveiro, K. Liu Liu, J. Bernardino, A. Salgado, JBF Filipe, Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2017, Revised Selected Papers, Springer International Publishing AG Springer Nature, Cham, 2019,
| BibTex
A. L. N. Fred, M. Marsico Marsico, G. Baja, Pattern Recognition Applications and Methods: ICPRAM 2017, Revised Selected Papers, Springer International Publishing AG Springer Nature, Cham, 2018,
| BibTex
A. L. N. Fred, M. Marsico Marsico, G. Baja, Pattern Recognition Applications and Methods: ICPRAM 2016 Revised Selected Papers, Springer International Publishing, Cham, 2017,
| BibTex
A. L. N. Fred, H. Gamboa, Biomedical Engineering Systems and Technologies: BIOSTEC 2016, Revised Selected Papers, Springer International Publishing, Cham, 2017,
| BibTex
A. L. N. Fred, J. L. G. Dietz Dietz, D. Aveiro Aveiro, K. Liu Liu, JBF Filipe, Knowledge Discovery, Knowledge Engineering and Knowledge Management: IC3k 2015 Revised Selected Papers, Springer International Publishing, Cham, Switzerland, 2016,
| BibTex
A. L. N. Fred, M. Marsico Marsico, Pattern Recognition Applications and Methods: ICPRAM 2013 Revised Selected Papers, Springer International Publishing, New York, 2015,
| BibTex
A. L. N. Fred, M. Marsico Marsico, A. Tabonne Tabonne, Pattern Recognition Applications and Methods: ICPRAM 2014 Revised Selected Papers, Springer International Publishing, New York, 2015,
| BibTex
A. L. N. Fred, M. Marsico Marsico, M. A. T. Figueiredo, Pattern recognition Applications and Methods: ICPRAM 2015 Revised Selected Papers, Springer International Publishing, New York, 2015,
| BibTex
A. L. N. Fred, J. L. G. Dietz Dietz, D. Aveiro Aveiro, K. Liu Liu, JBF Filipe, Knowledge Discovery, Knowledge Engineering and Knowledge Management: IC3k 2014 Revised Selected Papers, Springer International Publishing, New York, 2015,
| BibTex
M. Helfert, A. H. Holzinger, M. Ziefle, A. L. N. Fred, J. O'Donoghue, C. Rocker, Information and Communication Technologies for Ageing Well and e-Health; CT4AgeingWell 2015, Lisbon, Portugal, May 20-22, 2015. Revised Selected Papers, Springer International Publishing, zurich, 2015,
| BibTex
A. L. N. Fred, H. Gamboa, D. Elias, Biomedical Engineering Systems and Technologies: BIOSTEC 2015, Lisbon, Portugal, January 12-15, 2015, Revised Selected Papers, Springer International Publishing, Zurich, 2015,
| BibTex
A. L. N. Fred, JBF Filipe, Agents and Artificial Intelligence, Springer, New York, 2014,
| BibTex
P. L. Carmona Carmona, J. S. Sanchez Sanches, A. L. N. Fred, ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, Volume 1 – Theory and Methods, SciTePress, Setúbal, 2012,
| BibTex
JBF Filipe, A. L. N. Fred, Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 1 – Artificial Intelligence, SciTePress, Setúbal, 2012,
| BibTex
JBF Filipe, A. L. N. Fred, Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 2 – Agents, SciTePress, setúbal, 2012,
| BibTex
A. L. N. Fred, JBF Filipe, H. Gamboa, Biomedical Engineering Systems and Technologies - 4th International Joint Conference, BIOSTEC 2011 - Revised Selected Papers, Springer, Berlin, 2012,
| BibTex
JBF Filipe, A. L. N. Fred, Agents and Artificial Intelligence - Third International Conference, ICAART 2011, Revised Selected Papers, Springer, Berlin, 2012,
| BibTex
A. L. N. Fred, J. L. G. Dietz Dietz, K. Liu Liu, JBF Filipe, Knowledge Discovery, Knowledge Engineering and Knowledge Management Second International Joint Conference, IC3K 2010, Revised Selected Papers, Springer, Berlin, 2012,
| BibTex
P. L. Carmona Carmona, J. S. Sanchez Sanches, A. L. N. Fred, Mathematical Methodologies in Pattern Recognition and Machine Learning, Springer, Berlin, 2012,
| BibTex
A. L. N. Fred, Knowledge Discovery, Knowlege Engineering and Knowledge Management, Springer, Berlin, 2011,
| BibTex
A. L. N. Fred, JBF Filipe, H. Gamboa, Biomedical Engineering Systems and Technologies - Third International Joint Conference, BIOSTEC 2010 - Revised Selected Papers, Springer, Berlin, 2011,
| BibTex
JBF Filipe, A. L. N. Fred, B. S. Sharp, Agents and Artificial Intelligence - Second International Conference, ICAART 2010, Revised Selected Papers, Springer, Berlin, 2011,
| BibTex
A. L. N. Fred, J. L. G. Dietz Dietz, K. Liu Liu, JBF Filipe, Knowledge Discovery, Knowledge Engineering and Knowledge Management - First International Joint Conference, IC3K 2009, Revised Selected Papers, Springer, Berlin, 2011,
| BibTex
A. L. N. Fred, J. Filipe, B. S. Sharp, ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1 - Artificial Intelligence, Valencia, Spain, January 22-24, 2010, INSTICC PRESS, Setúbal, 2010,
| BibTex
A. L. N. Fred, J. Filipe, B. S. Sharp, ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 2 - Agents, Valencia, Spain, January 22-24, 2010, INSTICC PRESS, Setúbal, 2010,
| BibTex
A. L. N. Fred, Pattern Recognition in Information Systems - Proceedings of the 10th International Workshop on Pattern Recognition in Information Systems, INSTICC PRESS, Setúbal, 2010,
| BibTex
A. L. N. Fred, JBF Filipe, H. Gamboa, Biomedical Engineering Systems and Technologies - International Joint Conference, BIOSTEC 2009 - Revised Selected Papers, Springer, Berlin, 2010,
| BibTex
JBF Filipe, A. L. N. Fred, B. S. Sharp, Agents and Artificial Intelligence - International Conference, ICAART 2009, Revised Selected Papers, Springer, Berlin, 2010,
| BibTex
A. L. N. Fred, Pattern Recognition in Information Systems, INSTICC PRESS, Milan, 2009,
| BibTex
JBF Filipe, A. L. N. Fred, B. S. Sharp, Agents and Artificial Intelligence, Springer, Berlin, 2009,
| BibTex
A. L. N. Fred, JBF Filipe, H. Gamboa, Biomedical Engineering Systems and Technologies - International Joint Conference, BIOSTEC 2008 - Revised Selected Papers, Springer, Berlin, 2009,
| BibTex
A. L. N. Fred, JBF Filipe, Biomedical Engineering Systems and Technologies, Springer, Berlin, 2008,
| BibTex
A. L. N. Fred, A. K. Jain, Pattern Recognition in Information Systems, INSTICC PRESS, Funchal, 2007,
| BibTex
A. L. N. Fred, Pattern Recognition in Information Systems, Ana Fred and André Lourenço, INSTICC PRESS, Paphos, 2006,
| BibTex
A. L. N. Fred, Structural, Syntactic, and Statistical Pattern Recognition, Dit-Yan Yeung, James Kwok, Ana Fred, Fabio Roli, and Dick de Ridder, Springer, Berlin, 2006,
| BibTex
A. L. N. Fred, Pattern Recognition in Information Systems, Hugo Gamboa and Ana Fred, INSTICC PRESS, Miami, 2005,
| BibTex
H. Gamboa, A. L. N. Fred, Proceedings of The Fifth International Worshop on Pattern Recognition in Information Systems, ICEIS Press, Miami, 2005,
| BibTex
A. L. N. Fred, Advances in Pattern Recognition, Ana Fred, Terry Caelli, Bob Duin, Dick de Ridder, Springer, Berlin, 2004,
| BibTex
A. L. N. Fred, Pattern Recognition in Information Systems, Ana Fred, ICEIS Press, Porto, 2004,
| BibTex
A. L. N. Fred, Pattern Recognition in Information Systems, Ana Fred and Anil K.Jain, ICEIS Press, Setúbal, 2001,
| BibTex

29Books Chapters

H. Aidos, A. L. N. Fred, Consensus of Clusterings based on High-Order Dissimilarities, Chapter in, Partitional Clustering Algorithms, M. Emre Celebi, Springer, 2015
H. Aidos, J. Duarte, A. L. N. Fred, Diagnosing Alzheimer’s Disease: Automatic Extraction and Selection of Coherent Regions in FDG-PET Images, Chapter in, Biomedical Engineering Systems and Technologies, Springer International Publishing, -, 2015
H. Aidos, A. L. N. Fred, Learning similarities by accumulating evidence in a probabilistic way, Chapter in, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Eduardo Bayro-Corrochano and Edwin Hancock, Springer, 2014
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
J. Duarte, A. L. N. Fred, F. Jorge Duarte Duarte, Adaptive Evidence Accumulation Clustering Using the Confidence of the Objects’ Assignments, Chapter in, PAKDD 2012 Workshops, Lectune Notes in Computer Science, T. Washio and J. Luo, Springer, 2013
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
N. Nunes, D. Rebelo Rebelo, H. Gamboa, A. L. N. Fred, Clustering Algorithm for Human Behavior Recognition Based on Biosignal Analysis, Chapter in, Human Behavior Recognition Technologies: Intelligent Applications for Monitoring and Security, Hans W. Guesgen and Stephen Marsland, IGI global, Medical Information Science Reference, 2013
H. Gamboa, H. Silva, A. L. N. Fred, Electrophysiological Multimodal Biometrics, Chapter in, Multibiometrics Systems: Modern Perspectives to Identity Verification, Dakshina Kisku, Phalguni Gupta and Massimo Tistarelli, Germany, 2012
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
H. Aidos, A. L. N. Fred, A Study of Embedding Methods under the Evidence Accumulation Framework, 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. 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
A. L. N. Fred, Similarity Measures and Clustering of String Patterns, Chapter in, Pattern Recognition and String Matching, Dechang Chen and Xiuzhen Cheng, Kluwer Academic, 2002
H. Gamboa, A. L. N. Fred, Designing Intelligent Tutoring Systems: a Bayesian Approach, Chapter in, Enterprise Information System III, Joaquim Filipe, Bernardete Sharp and Paula Miranda, Kluwer Academic, 2002
A. L. N. Fred, Clustering based on Dissimilarity First Derivatives, Chapter in, Proc. of the 2nd Intl. Workshop on Pattern Recognition in Information Systems, J. Iñesta and L. Micó, ICEIS Press, Alicante, 2002
A. L. N. Fred, A. K. Jain, Evidence Accumulation Clustering based on the K-Means Algorithm, Chapter in, Statistical, Syntactical and Structural Pattern Recognition, T. Caelli et al., Springer, 2002
H. Gamboa, A. L. N. Fred, Designing Intelligent Tutoring Systems: a Bayesian Approach, Chapter in, Enterprise Information Systems III, Joaquim Filipe et Al, ICEIS Press, 2002
A. L. N. Fred, J. Filipe, Syntax-directed translation schemes for multi-agent systems conversation modelling, Chapter in, Enterprise Information Systems II, J. Filipe B. Sharp and J. Cordeiro, Kluwer Academic, 2001
A. L. N. Fred, Finding consistent clusters in data partitions, Chapter in, Multiple Classifier Systems, Josef Kittler and Fabio Roli, Springer, 2001
A. L. N. Fred, I. Burnett, Computation of Substring Probabilities in Stochastic Grammars, Chapter in, Grammatical Inference: Algorithms and Applications, A. Oliveira, Springer, 2001
A. L. N. Fred, J. Filipe, T. J. Clagett, PSG-Expert: An Expert System for the Diagnosis of Sleep Disorders, Chapter in, European Neurological Network, T. Paiva, T. Penzel, Kluwer Academic, 2000
A. L. N. Fred, J. Leitão, A Comparative Study of String Dissimilarity Measures in Structural Clustering, Chapter in, International Conference on Advances in Pattern Recognition, Sameer Singh, Springer, 1998
A. L. N. Fred, J. Leitão, Minimal Sample Size for Grammatical Inference - a Bootstraping Approach, Chapter in, 2nd International Workshop on Statistical Techniques in Pattern Recognition, A. Amin, D. Dori, P. Pudil and H. Freeman, Springer, 1998
A. L. N. Fred, Clustering of Sequences using a Minimum Grammar Complexity Criterion, Chapter in, Grammatical Inference: Learning Syntax from Sentences, L. Miclet, C. Higuera, Springer, 1996
A. L. N. Fred, Predicting REM in Sleep EEG using a Structural Approach, Chapter in, Pattern Recognition in Practise, E. S. Gelsema et. al., Elsevier Science, 1994

22Papers in Journals

P. Bota, C. Wang, A. L. N. Fred, H. Silva, A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals, IEEE Access, Vol. 7, No. 1, pp. 140990 - 141020, September, 2019,
| Abstract | BibTex
DB Batista, H. Silva, A. L. N. Fred, C. F. Moreira, H. F. Ferreira, Benchmarking of the BITalino Biomedical Toolkit Against an Established Gold Standard, Healthcare Technology Letters, Vol. 6, No. 2, pp. 32 - 36, May, 2019,
| Abstract | BibTex
F. Mendonça, A. L. N. Fred, S. Mostafa, F. Morgado-Dias, A. Ravelo-García, Automatic detection of cyclic alternating pattern, Neural Computing and Applications, Vol. April, No. 4, pp. 1 - 11, April, 2018,
| Abstract | BibTex
H. Aidos, A. L. N. Fred, Discrimination of Alzheimer’s Disease using longitudinal information, Data Mining and Knowledge Discovery, Vol. 31, No. 4, pp. 1006 - 1030, March, 2017,
| Abstract | BibTex
A. Lourenço, S. Bulo Bulo, N. Rebagliati, A. L. N. Fred, M. A. T. Figueiredo, M. Pelillo, Probabilistic consensus clustering using evidence accumulation, Machine Learning, Vol. 98, No. 1-2, pp. 331 - 357, April, 2015,
| Abstract | BibTex
H. Silva, C. C. Carreiras, A. Lourenço, A. L. N. Fred, R. César das Neves, R. Ferreira, Off-the Person Electrocardiography: Performance Assessment and Clinical Correlation, Health and Technology, Vol. 4, No. 4, pp. 309 - 318, February, 2015,
| Abstract | BibTex
J. Duarte, A. L. N. Fred, F. Jorge Duarte Duarte, Constraint acquisition methods for data clustering, Intelligent Data Analysis, Vol. 18, No. 6, pp. S47 - S644, January, 2015 | BibTex
M. T. Torrado, H. Silva, S. E. Eusébio, A. L. N. Fred, S. O. Ouakinin, Alexithymia, physiological reactivity and cognitive appraisals of emotional stimuli in opiate dependents: A pilot study, Journal of Neurology and Neurophysiology, Vol. 6, No. 1, pp. 1 - 8, January, 2015 | BibTex
H. Silva, A. L. N. Fred, RCM Martins, Biosignals for Everyone, IEEE Pervasive Computing, Vol. 13, No. 4, pp. 64 - 71, October, 2014 | BibTex
H. Silva, A. Lourenço, A. L. N. Fred, RCM Martins, BIT: Biosignal Igniter Toolkit, Computer Methods and Programs in Biomedicine, Vol. 115, No. 1, pp. 20 - 32, June, 2014 | BibTex
H. Silva, A. L. N. Fred, Harnessing the Power of Biosignals, IEEE Computer, Vol. 47, No. 3, pp. 74 - 77, March, 2014 | BibTex
H. Silva, A. Lourenço, A. L. N. Fred, N. Raposo, M. Aires-de-Sousa, Check Your Biosignals Here: A New Dataset for Off-the-Person ECG Biometrics, Computer Methods and Programs in Biomedicine, Vol. 113, No. 2, pp. 503 - 514, February, 2014 | Full text (PDF 3 MBs) | BibTex
P. L. Carmona Carmona, A. L. N. Fred, Advances in pattern recognition applications and methods, Neurocomputing, Vol. 123, No. -, pp. 1 - 2, January, 2014 | BibTex
H. Gamboa, H. Silva, A. L. N. Fred, HiMotion: A New Research Resource for the Study of Behavior, Cognition, and Emotion, Multimedia Tools and Applications, Vol., No., pp. 1 - 31, July, 2013 | BibTex
DPC Antão, H. Silva, H. Gamboa, A. L. N. Fred, M. A. T. Figueiredo, Novel fiducial and non-fiducial approaches to electrocardiogram-based biometrics systems, IET Biometrics, Vol. 2, No. 2, pp. 64 - 75, June, 2013,
| Abstract | BibTex
H. Silva, A. L. N. Fred, M. T. Torrado, S. E. Eusébio, S. O. Ouakinin, Psychophysiological measurements in emotion analysis and research, Psychotherapy and Psychosomatics, Vol. 82, No. 1 (suppl.), pp. 117 - 117, April, 2013 | BibTex
A. Lourenço, H. Silva, C. C. Carreiras, A. P. Alves Alves, A. L. N. Fred, A web-based platform for biosignal visualization and annotation, Multimedia Tools and Applications, Vol. ?, No. ?, pp. 1 - 28, February, 2013,
| Abstract | BibTex
H. Aidos, A. L. N. Fred, Statistical Modeling of Dissimilarity Increments for d-dimensional Data: Application in Partitional Clustering, Pattern Recognition, Vol. 45, No. 9, pp. 3061 - 3071, September, 2012,
| Abstract | BibTex
A. Lourenço, H. Silva, A. L. N. Fred, Unveiling the Biometric Potential of Finger-Based ECG Signals, Vol. 2011, No. 5, pp. -, January, 2011,
| Abstract | BibTex
H. Silva, A. L. N. Fred, Pairwise Multi-Class Feature Selection: A Wrapper Framework, WSEAS Trans. on Systems and Control, Vol. 2, No. 2, pp. 212 - 217, February, 2007,
| Abstract | BibTex
A. L. N. Fred, A. K. Jain, Combining Multiple Clusterings using Evidence Accumulation, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, No. 6, pp. 835 - 850, June, 2005 | Full text (PDF 3 MBs) | BibTex
A. L. N. Fred, J. Leitão, A New Cluster Isolation Criterion Based on Dissimilarity Increments, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 8, pp. 944 - 958, August, 2003 | Full text (PDF 6 MBs) | BibTex

120Papers in Conferences

J. Pinto, A. L. N. Fred, H. Silva, Biosignal-Based Multimodal Emotion Recognition in a Valence-Arousal Affective Framework Applied to Immersive Video Visualization, International Conf. of the IEEE Engineering in Medicine and Biology Society - EMBC, Berlin, Germany, Vol., pp. -, July, 2019,
| Abstract | BibTex
F. Sargo, A. L. N. Fred, H. Silva, C. Bentes, Analysis of Electrocardiographic Patterns for Epileptic Seizure Prediction, Conf. on Telecommunications - ConfTele, Lisbon, Portugal, Vol., pp. -, June, 2019,
| Abstract | Full text (PDF 397 KBs) | BibTex
M. Martinho, A. L. N. Fred, H. Silva, Towards Continuous User Recognition by Exploring Physiological Multimodality: An Electrocardiogram (ECG) and Blood Volume Pulse (BVP) Approach, IEEE International Symposium on Sensing and Intrumentation in IoT Era ISSI, Shanghai, China, Vol., pp. -, September, 2018,
| Abstract | Full text (PDF 5 MBs) | BibTex
A. Manso, A. L. N. Fred, R. César das Neves, R. Ferreira, Real-Time Pervasive Monitoring System for Ambulatory Patients, IEEE International Symp. on Medical Measurements and Applications - MeMeA, Rome, Italy, Vol., pp. -, June, 2018 | BibTex
A. Manso, A. L. N. Fred, R. César das Neves, R. Ferreira, Smart-Wearables and Heart-Rate Assessment Accuracy, IEEE International Symp. on Medical Measurements and Applications - MeMeA, Rome, Italy, Vol., pp. -, June, 2018 | BibTex
D. Batista, H. Aidos, A. L. N. Fred, Protecting the ECG Signal in Cloud-based User Identification System: A Dissimilarity Representation Approach, International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Funchal, Portugal, Vol., pp. -, January, 2018,
| Abstract | BibTex
F. Mendonça, A. L. N. Fred, S. Mostafa, F. Morgado-Dias, A. Ravelo-García, Automatic Detection of a Phases for CAP Classification, International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Funchal, Portugal, Vol., pp. 394 - 400, January, 2018,
| Abstract | BibTex
D. Batista, H. Silva, A. L. N. Fred, Experimental Characterization and Analysis of the BITalino Platforms Against a Reference Device, International Conf. of the IEEE Engineering in Medicine and Biology Society - EMBC, Jeju, Korea, South, Vol., pp. -, July, 2017 | Full text (PDF 773 KBs) | BibTex
A. Nambiar, A. Bernardino Bernardino, J. Nascimento, A. L. N. Fred, Context-Aware Person Re-identification in the Wild via fusion of Gait and Anthropometric features, IEEE International Conference on Automatic Face & Gesture Recognition FG 2017, Washington, United States, Vol., pp. 973 - 980, June, 2017,
| Abstract | Full text (PDF 402 KBs) | BibTex
H. Silva, A. L. N. Fred, Recent Advances in Pervasive Electrocardiography (ECG), Semana da Inovação ULisboa, Lisboa, Portugal, Vol., pp. -, April, 2017 | BibTex
I. Šašić, S. Brdar, T. Lončar-Turukalo, H. Aidos, A. L. N. Fred, Consensus Clustering for Cancer Gene Expression Data - Large-Scale Analysis using Evidence Accumulation Approach, International Conference on Bioinformatics Models, Methods and Algorithms BIOINFORMATICS, Porto, Portugal, Vol. 3, pp. 176 - 183, February, 2017,
| Abstract | BibTex
A. Eduardo, H. Aidos, A. L. N. Fred, ECG-based Biometrics using a Deep Autoencoder for Feature Learning: An Empirical Study on Transferability, INSTICC International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Porto, Portugal, Vol. 1, pp. 463 - 470, February, 2017,
| Abstract | BibTex
A. Nambiar, A. Bernardino Bernardino, J. Nascimento, A. L. N. Fred, Towards view-point invariant Person Re-identification via fusion of Anthropometric and Gait Features from Kinect measurements, INSTICC International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications VISAPP, Porto, Portugal, Vol. 5, pp. 108 - 119, February, 2017,
| Abstract | Full text (PDF 2 MBs) | BibTex
D. Silva, H. Aidos, A. L. N. Fred, Efficient Evidence Accumulation Clustering for large datasets, INSTICC International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Rome, Italy, Vol. 0, pp. 367 - 374, February, 2016,
| Abstract | BibTex
A. Lourenço, A. P. Alves Alves, C. C. Carreiras, R. Duarte, A. L. N. Fred, CardioWheel: ECG biometrics on the steering wheel, European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML/PKDD, Porto, Portugal, Vol. ?, pp. ? - ?, September, 2015,
| Abstract | BibTex
H. Aidos, A. Lourenço, DB Batista, S. Bulo Bulo, A. L. N. Fred, Semi-Supervised Consensus Clustering for ECG Pathology Classification, European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML/PKDD, Porto, Portugal, Vol. 9286, pp. 150 - 164, September, 2015,
| Abstract | BibTex
F. M. Marques, C. C. Carreiras, A. Lourenço, A. L. N. Fred, R. Ferreira, ECG Biometrics Using a Dissimilarity Space Representation, International Conf. on Bio-inspired Systems and Signal Processing - Biosignals - INSTICC, lisbon, Portugal, Vol. ?, pp. ? - ?, January, 2015 | BibTex
D. Batista, A. L. N. Fred, Spectral and Time Domain Parameters for the Classification of Atrial Fibrillation, INSTICC International Conf. on Bio-inspired Systems and Signal Processing - Biosignals, Lisbon, Portugal, Vol. 1, pp. 329 - 337, January, 2015,
| Abstract | Full text (PDF 526 KBs) | BibTex
B. Gamecho, J. Guerreiro Guerreiro, A. P. Alves Alves, A. Lourenço, H. Silva, L. Gardeazabal, J. Abascal, A. L. N. Fred, Evaluation of a Context-Aware Application for Mobile Robot Control Mediated by Physiological Data: The ToBITas Case Study, Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services UCAmI, Belfast, United Kingdom, Vol. 8867, pp. 147 - 154, December, 2014,
| Abstract | BibTex
H. Aidos, A. L. N. Fred, Learning Similarities by Accumulating Evidence in a Probabilistic Way, Iberoamerican Congress on Pattern Recognition - CIARP, Puerto Vallarta, Mexico, Vol. -, pp. - - -, November, 2014 | BibTex
H. Aidos, J. Duarte, A. L. N. Fred, Identifying Regions of Interest for Discriminating Alzheimer's Disease from Mild Cognitive Impairment, IEEE International Conf. on Image Processing - ICIP, Paris, France, Vol. 0, pp. 21 - 25, October, 2014,
| Abstract | BibTex
JBF Filipe, R. Rodrigues, A. L. N. Fred, Semantic relatedness with variable ontology density, International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Rome, Italy, Vol. SSTM, pp. 554 - 559, October, 2014 | BibTex
A. Lourenço, S. Bulo Bulo, C. C. Carreiras, A. L. N. Fred, ECG Analysis Using Consensus Clustering, European Signal Processing Conference EUSIPCO, Lisbon, Portugal, Vol. ?, pp. 511 - 515, September, 2014,
| Abstract | BibTex
H. Aidos, A. L. N. Fred, A Family of Hierarchical Clustering Algorithms based on High-order Dissimilarities, European Signal Processing Conference EUSIPCO, Lisbon, Portugal, Vol. -, pp. 1432 - 1436, September, 2014,
| Abstract | BibTex
C. C. Carreiras, A. Lourenço, A. L. N. Fred, ECG signals for biometric applications: Are we there yet?”, International Conf. on Informatics in Control, Automation and Robotics - ICINCO, Viena, Austria, Vol. 1, pp. 765 - 772, September, 2014 | BibTex
A. Lourenço, C. C. Carreiras, H. Silva, A. L. N. Fred, ECG Biometrics: A template selection approach, IEEE International Symp. on Medical Measurements and Applications - MeMeA, Lisbon, Portugal, Vol. ?, pp. ? - ?, June, 2014,
| Abstract | BibTex
H. Aidos, J. Duarte, A. L. N. Fred, Finding Coherent Regions in PET Images for the Diagnosis of Alzheimer's Disease, International Conf. on Bioimaging, Angers, France, Vol. -, pp. 12 - 18, March, 2014,
| Abstract | BibTex
J. Duarte, H. Aidos, A. L. N. Fred, Feature Extraction in PET Images for the Diagnosis of Alzheimer's Disease, INSTICC International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Angers, Loire Valley, France, Vol. 0, pp. 561 - 568, March, 2014,
| Abstract | BibTex
H. Silva, J. Guerreiro Guerreiro, A. Lourenço, A. L. N. Fred, RCM Martins, BITalino: A Novel Hardware Framework for Physiological Computing, International Conf. Physiological Computing Systems - PhyCS, Lisbon, Portugal, Vol., pp. 246 - 253, January, 2014,
| Abstract | Full text (PDF 4 MBs) | BibTex
A. P. Alves Alves, João Martins Martins, H. Silva, A. Lourenço, A. L. N. Fred, H. F. Ferreira, Experimental Study and Evaluation of Paper-based Inkjet Electrodes for ECG Signal Acquisition, International Conf. Physiological Computing Systems - PhyCS, Lisbon, Portugal, Vol., pp. 275 - 281, January, 2014,
| Abstract | BibTex
M. S. Santos Santos, V. Moniz-Pereira, A. Lourenço, A. L. N. Fred, António Veloso Veloso, Relevant Elderly Gait Features For Functional Fitness Level Grouping, International Conf. Physiological Computing Systems - PhyCS, Lisbon, Portugal, Vol. -, pp. 153 - 160, January, 2014,
| Abstract | BibTex
J. Guerreiro Guerreiro, A. Lourenço, H. Silva, A. L. N. Fred, Performance Comparison of Low-cost Hardware Platforms Targeting Physiological Computing Applications, Conf. on Electronics, Telecommunications and Computers - CETC, Lisbon, Portugal, Vol. ?, pp. 399 - 406, December, 2013,
| Abstract | Full text (PDF 7 MBs) | BibTex
J. Duarte, A. L. N. Fred, F. Jorge Duarte Duarte, A Constraint Acquisition Method for Data Clustering, Iberoamerican Congress on Pattern Recognition - CIARP, Havana, Cuba, Vol. -, pp. - - -, November, 2013 | BibTex
J. Duarte, A. L. N. Fred, F. Jorge Duarte Duarte, Data Clustering Validation using Constraints, International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Vilamoura, Algarve, Portugal, Portugal, Vol. 1, pp. 17 - 27, September, 2013,
| Abstract | Full text (PDF 560 KBs) | BibTex
H. Silva, A. Lourenço, A. L. N. Fred, A. K. Jain, Finger ECG Signal for User Authentication: Usability and Performance, IEEE International Conf. on Biometrics: Theory, Applications and Systems - BTAS, Washington DC, United States, Vol., pp. 1 - 8, September, 2013,
| Abstract | Full text (PDF 1 MB) | BibTex
H. Silva, C. C. Carreiras, A. Lourenço, A. L. N. Fred, Off-the-person Electrocardiography, International Congress on Cardiovasular Technologies - CARDIOTECHNIX, Vilamoura, Portugal, Vol., pp. -, September, 2013 | BibTex
C. C. Carreiras, A. Lourenço, H. Aidos, H. Silva, A. L. N. Fred, Morphological ECG Analysis for Attention Detection, International Conf. on Neural Computation Theory and Applications - NTCA, Vilamoura, Portugal, Vol. ?, pp. ? - ?, September, 2013,
| Abstract | BibTex
C. C. Carreiras, A. Lourenço, H. Silva, A. L. N. Fred, Comparative Study of Medical-grade and Off-the-person ECG Systems, International Workshop on Pervasive Electrocardiography - IWoPE, Vilamoura, Portugal, Vol. ?, pp. ? - ?, September, 2013,
| Abstract | BibTex
A. L. N. Fred, J. Guerreiro Guerreiro, RCM Martins, H. Silva, A. Lourenço, BITalino:A Multimodal Platform for Physiological Computing, International Conf. on Informatics in Control, Automation and Robotics - ICINCO, Reykjavik, Iceland, Vol. 1, pp. 500 - 506, July, 2013,
| Abstract | Full text (PDF 9 MBs) | BibTex
A. P. Alves Alves, H. Silva, A. Lourenço, A. L. N. Fred, SignalBIT: A web-based platform for real-time biosignal visualization and recording, International Conf. on Signal Processing and Multimedia Applications, Reykjavik, Iceland, Vol., pp. 156 - 162, July, 2013,
| Abstract | BibTex
H. Silva, A. P. Alves Alves, A. Lourenço, A. L. N. Fred, I. Montalvão, L. Alegre, Towards the Detection of Deception in Interactive Multimedia Environments, Human-Computer Interaction & Knowledge Discovery HCI-KDD, Maribor, Slovenia, Vol., pp. 65 - 76, July, 2013 | BibTex
A. Lourenço, S. Bulo Bulo, N. Rebagliati, A. L. N. Fred, M. A. T. Figueiredo, M. Pelillo, Consensus Clustering using Partial Evidence Accumulation, Iberian Conf. on Pattern Recognition and Image Analysis, Funchal, Portugal, Vol. ?, pp. ? - ?, June, 2013,
| Abstract | BibTex
H. Aidos, A. L. N. Fred, Dissimilarity Increments Distribution in the Evidence Accumulation Clustering Framework, Iberian Conf. on Pattern Recognition and Image Analysis, Funchal, Madeira, Portugal, Vol. 7887, pp. 535 - 542, June, 2013,
| Abstract | BibTex
A. Lourenço, H. Silva, C. C. Carreiras, A. L. N. Fred, Outlier Detection in Non-Intrusive ECG Biometric System, International Conf. on Image Analysis and Recognition, Póvoa de Varzim, Portugal, Vol. ?, pp. ? - ?, June, 2013 | BibTex
C. C. Carreiras, A. Lourenço, H. Silva, A. L. N. Fred, A Unifying Approach to ECG Biometric Recognition Using the Wavelet Transform, International Conf. on Image Analysis and Recognition, Póvoa do Varzim, Portugal, Vol. ?, pp. ? - ?, June, 2013,
| Abstract | BibTex
A. Lourenço, H. Silva, C. C. Carreiras, A. L. N. Fred, Outlier Detection in Non-intrusive ECG Biometric System, AIMI International Conf. on Image Analysis and Recognition - ICIAR, Póvoa do Varzim, Portugal, Vol. 7950, pp. 43 - 52, June, 2013,
| Abstract | BibTex
C. C. Carreiras, A. Lourenço, H. Silva, A. L. N. Fred, A Unifying Approach to ECG Biometric Recognition Using the Wavelet Transform, AIMI International Conf. on Image Analysis and Recognition - ICIAR, Póvoa do Varzim, Portugal, Vol. 7950, pp. 53 - 62, June, 2013,
| Abstract | BibTex
A. P. Alves Alves, H. Silva, A. Lourenço, A. L. N. Fred, I. Montalvão, Uncovering lying detection using blood volume pulse and electrodermal activity, Conf. on Telecommunications - ConfTele, Castelo Branco, Portugal, Vol., pp. 265 - 268, May, 2013 | BibTex
A. Lourenço, A. L. N. Fred, S. Bulo Bulo, N. Rebagliati, M. A. T. Figueiredo, M. Pelillo, Probabilistic Consensus Solutions on Evidence Accumulation Clustering, Jornadas de Classificação e Análise de Dados - JOCLAD, Guimaraes, Portugal, Vol. ?, pp. ? - ?, April, 2013 | BibTex
A. Lourenço, S. Bulo Bulo, N. Rebagliati, M. A. T. Figueiredo, A. L. N. Fred, M. Pelillo, Probabilistic Evidence Accumulation for Clustering Ensembles, International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Barcelona, Spain, Vol. ?, pp. ? - ?, February, 2013,
| Abstract | BibTex
C. C. Carreiras, H. Aidos, H. Silva, A. L. N. Fred, Exploratory EEG Analysis Using Clustering and Phase-Locking Factor, INSTICC International Conf. on Bio-inspired Systems and Signal Processing - Biosignals, Barcelona, Spain, Vol. 0, pp. 77 - 88, February, 2013,
| Abstract | BibTex
H. Aidos, C. C. Carreiras, H. Silva, A. L. N. Fred, Evidence Accumulation Approach applied to EEG Analysis, International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Barcelona, Spain, Vol. 0, pp. 479 - 484, February, 2013,
| Abstract | BibTex
H. Aidos, R. P. W. Duin, A. L. N. Fred, The Area under the ROC Curve as a Criterion for Clustering Evaluation, International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Barcelona, Spain, Vol. 0, pp. 276 - 280, February, 2013,
| Abstract | BibTex
H. Silva, A. Lourenço, F. A. L. Canento, A. L. N. Fred, ECG Biometrics: Principles and Applications, International Conf. on Bio-inspired Systems and Signal Processing - Biosignals - INSTICC, , Spain, Vol., pp. 215 - 220, February, 2013,
| Abstract | Full text (PDF 2 MBs) | BibTex
A. P. Alves Alves, H. F. Silva, H. Silva, A. Lourenço, A. L. N. Fred, BITalino: A Biosignal Acquisition System based on the Arduino, INSTICC International Conf. on Biomedical Electronics and Devices - Biodevices, Barcelona, Spain, Vol., pp. 261 - 264, February, 2013,
| Abstract | BibTex
M. S. Santos Santos, A. L. N. Fred, H. Silva, A. Lourenço, EIGEN HEARTBEATS FOR USER IDENTIFICATION, International Conf. on Bio-inspired Systems and Signal Processing - Biosignals - INSTICC, Barcelona, Spain, Vol. -, pp. - - -, February, 2013,
| Abstract | BibTex
C. C. Carreiras, H. Silva, A. Lourenço, A. L. N. Fred, StorageBIT: A Metadata-aware, Extensible, Semantic, and Hierarchical Database for Biosignals, INSTICC International Conf. on Health Informatics - Healthinf, Barcelona, Spain, Vol., pp. 65 - 74, February, 2013,
| Abstract | BibTex
M. Canovas Cânovas, H. Silva, A. Lourenço, A. L. N. Fred, MobileBIT: A Framework for Mobile Interaction Recording and Display, INSTICC International Conf. on Health Informatics - Healthinf, Barcelona, Spain, Vol., pp. 366 - 369, February, 2013,
| Abstract | BibTex
F. A. L. Canento, A. Lourenço, H. Silva, A. L. N. Fred, On Real Time ECG Algorithms for Biometric Applications, International Conf. on Bio-inspired Systems and Signal Processing - Biosignals - INSTICC, Barcelona, Spain, Vol. ?, pp. ? - ?, February, 2013,
| Abstract | BibTex
T. Araújo, N. Nunes, H. Gamboa, A. L. N. Fred, Distance-based Algorithm for Biometric Applications in Meanwaves of Subject’s Heartbeats, International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Barcelona, Spain, Vol. 1, pp. 630 - 634, February, 2013,
| Abstract | Full text (PDF 1 MB) | BibTex
A. H. Holzinger, C. S. Stocker, M. B. Bruschi, A. A. Auinger, H. Silva, H. Gamboa, A. L. N. Fred, On Applying Approximate Entropy to ECG Signals for Knowledge Discovery on the Example of Big Sensor Data, International Conference on Active Media Technology AMT, Macau, China, Vol., pp. 646 - 657, December, 2012 | BibTex
R. D. Duin, A. L. N. Fred, Mode seeking clustering by KNN and Mean Shift evaluated, Joint IAPR International Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition, Hiroshima, Japan, Vol. ?, pp. ? - ?, November, 2012,
| Abstract | BibTex
A. P. Alves Alves, H. Silva, A. Lourenço, A. L. N. Fred, A biosignal acquisition platform based on Arduino and Android, Portuguese Conf. on Pattern Recognition - RecPad, Coimbra, Portugal, Vol., pp. -, October, 2012 | BibTex
M. Canovas Cânovas, H. Silva, A. Lourenço, F. A. L. Canento, A. L. N. Fred, Mobile framework for biosignal acquisition and remote processing, Portuguese Conf. on Pattern Recognition - RecPad, Coimbra, Portugal, Vol., pp. -, October, 2012 | BibTex
A. Lourenço, H. Silva, A. L. N. Fred, ECG-Based Biometrics: A Real Time Classification Approach, IEEE International Workshop on Machine Learning for Signal Processing, Santander, Spain, Vol., pp. -, September, 2012 | BibTex
H. Silva, A. L. N. Fred, A. Lourenço, Electrodermal Response Propagation Time as a Potential Psychophysiological Marker, International Conf. of the IEEE Engineering in Medicine and Biology Society - EMBC, San Diego, United States, Vol., pp. 6756 - 6760, August, 2012,
| Abstract | BibTex
H. Aidos, A. L. N. Fred, k-Nearest Neighbor Classification using Dissimilarity Increments, International Conf. on Image Analysis and Recognition, Aveiro, Portugal, Vol. 7324, pp. 27 - 33, June, 2012,
| Abstract | BibTex
H. Silva, A. L. N. Fred, S. E. Eusébio, S. O. Ouakinin, M. T. Torrado, Statistical Study on Psychophysiological Changes During the Response to Clinical History Questionnaires, Jornadas de Classificação e Análise de Dados - JOCLAD, Tomar, Portugal, Vol., pp. -, March, 2012 | BibTex
J. Duarte, H. Aidos, A. L. N. Fred, Enhancing Evidence Accumulation Clustering using PCA, Jornadas de Classificação e Análise de Dados - JOCLAD, Tomar, Portugal, Vol. 0, pp. 120 - 123, March, 2012,
| Abstract | BibTex
A. Lourenço, A. L. N. Fred, M. A. T. Figueiredo, Dyadic Aspect Model for Evidence Accumulation Clustering on Synthetic Generated Models, Jornadas de Classificação e Análise de Dados - JOCLAD, Tomar, Portugal, Vol. ?, pp. ? - ?, March, 2012 | BibTex
A. Lourenço, H. Silva, R. L. Lourenço, P. L. Leite, A. L. N. Fred, Realtime Electrocardiogram Segmentation For Finger Based ECG Biometrics, International Conf. on Bio-inspired Systems and Signal Processing - Biosignals - INSTICC, Vilamoura, Portugal, Vol. ?, pp. ? - ?, February, 2012,
| Abstract | BibTex
R. L. Lourenço, P. L. Leite, A. Lourenço, H. Silva, DPC Antão, A. L. N. Fred, Experimental Apparatus for Finger ECG Biometrics, INSTICC International Conf. on Biomedical Electronics and Devices - Biodevices, Vilamoura, Portugal, Vol., pp. 196 - 200, February, 2012,
| Abstract | BibTex
F. A. L. Canento, H. Silva, A. L. N. Fred, Applicability of Multi-Modal Electrophysiological Data Acquisition and Processing to Emotion Recognition, International Workshop on Computing Paradigms for Mental Health - MindCare, Vilamoura, Portugal, Vol., pp. 59 - 70, February, 2012,
| Abstract | BibTex
H. Aidos, A. L. N. Fred, R. P. W. Duin, Classification using High Order Dissimilarities in Non-Euclidean Spaces, International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Vilamoura, Portugal, Vol. 0, pp. 306 - 309, February, 2012,
| Abstract | BibTex
H. Silva, A. Lourenço, A. L. N. Fred, In-Vehicle Driver Recognition Based on Hands ECG Signals, ACM SIGART SIGCHI International Conf. on Intelligent User Interfaces - IUI, Lisbon, Portugal, Vol., pp. 25 - 28, February, 2012,
| Abstract | BibTex
H. Silva, A. Lourenço, A. L. N. Fred, JBF Filipe, Clinical Data Privacy and Customization via Biometrics Based on ECG Signals, Information Quality in eHealth - USAB, Graz, Austria, Vol., pp. 121 - 132, November, 2011,
| Abstract | BibTex
F. A. L. Canento, A. L. N. Fred, H. Silva, H. Gamboa, A. Lourenço, Multimodal Biosignal Sensor Data Handling for Emotion Recognition, IEEE Sensors, Limerick, Ireland, Vol., pp. 647 - 651, October, 2011,
| Abstract | Full text (PDF 505 KBs) | BibTex
H. Silva, A. Lourenço, R. L. Lourenço, P. L. Leite, DPC Antão, A. L. N. Fred, Study and Evaluation of a Single Differential Sensor Design Based on Electro-textile Electrodes for ECG Biometrics Applications, IEEE Sensors, Limerick, Ireland, Vol., pp. 1764 - 1767, October, 2011,
| Abstract | Full text (PDF 268 KBs) | BibTex
A. Lourenço, LM Medina, A. L. N. Fred, JBF Filipe, Unsupervised Organisation of Scientific Documents, International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Paris, France, Vol. ., pp. 557 - 568, October, 2011,
| Abstract | BibTex
A. L. N. Fred, H. Silva, A. Lourenço, Palm based ECG biometrics, Portuguese Conf. on Pattern Recognition - RecPad, Porto, Portugal, Vol., pp. -, October, 2011 | BibTex
H. Silva, A. L. N. Fred, A. Lourenço, Check Your Biosignals Here: Experiments on Affective Computing and Behavioral Biometrics, Portuguese Conf. on Pattern Recognition - RecPad, Porto, Portugal, Vol., pp. -, October, 2011,
| Abstract | Full text (PDF 251 KBs) | BibTex
H. Aidos, A. L. N. Fred, Hierarchical Clustering with High Order Dissimilarities, International Conf. on Machine Learning and Data Mining - MLDM, New York, United States, Vol. 6871, pp. 280 - 293, August, 2011,
| Abstract | BibTex
H. Aidos, A. L. N. Fred, On the Distribution of Dissimilarity Increments, Iberian Conf. on Pattern Recognition and Image Analysis, Las Palmas de Gran Canaria, Spain, Vol. 6669, pp. 192 - 199, June, 2011,
| Abstract | BibTex
A. Lourenço, H. Silva, D. P. Santos, A. L. N. Fred, Towards a Finger Based ECG Biometric System, INSTICC International Conf. on Bio-inspired Systems and Signal Processing - Biosignals, Rome, Italy, Vol., pp. -, January, 2011 | BibTex
DPC Antão, A. L. N. Fred, M. A. T. Figueiredo, ECG-Based Continuous Authentication System Using Adaptive String Matching, International Conf. on Bio-inspired Systems and Signal Processing - Biosignals - INSTICC, Rome, Italy, Vol. 0, pp. 0 - 0, January, 2011,
| Abstract | Full text (PDF 113 KBs) | BibTex
DPC Antão, A. L. N. Fred, M. A. T. Figueiredo, String Matching Approach for ECG-Based Biometrics, Portuguese Conf. on Pattern Recognition - RecPad, Vila Real, Portugal, Vol. 0, pp. 0 - 0, October, 2010,
| Abstract | Full text (PDF 75 KBs) | BibTex
A. Lourenço, A. L. N. Fred, Selectively Learning Clusters in Multi-EAC, International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Valencia, Spain, Vol. ., pp. . - ., October, 2010,
| Abstract | BibTex
J. Duarte, A. L. N. Fred, A. Lourenço, F. Jorge Duarte Duarte, Validity Measures for Consensus Clustering, Portuguese Conf. on Pattern Recognition - RecPad, Vila Real, Portugal, Vol., pp. -, October, 2010 | BibTex
DPC Antão, A. L. N. Fred, M. A. T. Figueiredo, One Lead ECG-Based Personal Identication Using Ziv-Merhav Cross Parsing, International Conf. on Pattern Recognition - ICPR, Istanbul, Turkey, Vol. 0, pp. 3858 - 3861, August, 2010,
| Abstract | Full text (PDF 130 KBs) | BibTex
A. Lourenço, A. L. N. Fred, A. K. Jain, On the Scalability of Evidence Accumulation Clustering, International Conf. on Pattern Recognition - ICPR, Instanbul, Turkey, Vol. ., pp. 782 - 785, August, 2010,
| Abstract | BibTex
DPC Antão, A. L. N. Fred, M. A. T. Figueiredo, Personal Identification and Authentication Based on One-Lead ECG Using Ziv-Merhav Cross Parsing, International Workshop on Pattern Recognition in Information Systems, Funchal, Portugal, Vol. 1, pp. 15 - 24, June, 2010,
| Abstract | Full text (PDF 162 KBs) | BibTex
A. L. N. Fred, D. M. Migotina, A.C.R. Rosa, Automatic K-complex detection using Hjorth parameters and fuzzy decision, ACM Symp. on Appl. Computing, Sierre, Switzerland, Vol. 1, pp. 979 - 980, March, 2010 | BibTex
A. Lourenço, A. L. N. Fred, Towards Scalable Evidence Accumulation, Portuguese Conf. on Pattern Recognition - RecPad, Aveiro, Portugal, Vol. ., pp. . - ., October, 2009 | BibTex
A. L. N. Fred, LM Medina, Identification of Stress States from ECG Signals Using Unsupervised Learning Methods, Portuguese Conf. on Pattern Recognition - RecPad, Aveiro, Portugal, Vol. -, pp. - - -, October, 2009 | BibTex
J. Duarte, A. L. N. Fred, J. F. Duarte Duarte, Combining Data Clusterings with Instance Level Constraints, Workshop on Pattern Recognition in Information Systems, Milan, Italy, Vol. 1, pp. 49 - 60, May, 2009,
| Abstract | Full text (PDF 1 MB) | BibTex
Oliveira,C. Oliveira, A. L. N. Fred, ECG-BASED AUTHENTICATION: Bayesian vs. Nearest Neighbour Classifiers, International Conf. on Bio-inspired Systems and Signal Processing - Biosignals - INSTICC, Porto, Portugal, Vol. -, pp. - - -, January, 2009,
| Abstract | Full text (PDF 326 KBs) | BibTex
J S Seabra, A. L. N. Fred, A BIOMETRIC IDENTIFICATION SYSTEM BASED ON THYROID TISSUE ECHO-MORPHOLOGY, International Conf. on Bio-inspired Systems and Signal Processing - Biosignals - INSTICC, Porto, Portugal, Vol. 1, pp. 186 - 193, January, 2009,
| Abstract | Full text (PDF 1 MB) | BibTex
A. Lourenço, A. L. N. Fred, Unveiling Intrinsic Similarity: application to temporal analysis of ECG, INSTICC International Conf. on Bio-inspired Systems and Signal Processing - Biosignals, Funchal, Portugal, Vol. ?, pp. ? - ?, January, 2008 | BibTex
Amarnadh, H. Gamboa, A. L. N. Fred, User Tuned Feature Selection in Keystroke Dynamics, International Conf. on Bio-inspired Systems and Signal Processing - Biosignals - INSTICC, Funchal, Portugal, Vol. i, pp. 2 - 3, January, 2008 | BibTex
H. Gamboa, A. L. N. Fred, A. K. Jain, Webbiometrics: User Verification Via Web Interaction, Biometric Symp. BCC, Baltimore, United States, Vol. 2007, pp. 33 - 38, September, 2007 | BibTex
A. Lourenço, P. V. Varela, A. L. N. Fred, António Veloso Veloso, F. Carnide, Estimation of the Acquisition time for obtaining the profile of muscular load using the APDF function, International Scientific Conf. on Prevention of Work-Related Musculoskeletal Disorders - PREMUS, Boston, United States, Vol. ?, pp. ? - ?, August, 2007 | BibTex
H. Silva, H. Gamboa, A. L. N. Fred, One Lead ECG Based Human Identification with Feature Subspace Ensembles, International Conf. on Machine Learning and Data Mining - MLDM, Leipzig, Germany, Vol., pp. 770 - 783, July, 2007 | BibTex
A. Lourenço, A. L. N. Fred, STRING PATTERNS: from Single Clustering to Ensemble Methods and Validation, Workshop on Pattern Recognition in Information Systems, Funchal, Portugal, Vol. ?, pp. ? - ?, June, 2007 | BibTex
A. Lourenço, A. L. N. Fred, António Veloso Veloso, F. Carnide, Optimization of Observation Time for Obtaining the Profile of Muscular Load using the APDF Function, Conf. on Telecommunications - ConfTele, Penhiche, Portugal, Vol. ?, pp. ? - ?, May, 2007 | BibTex
H. Silva, A. L. N. Fred, Feature Subspace Ensembles: A Parallel Classifier Combination Scheme using Feature Selection, International Workshop on Multiple Classifier Systems MCS, Prague, Czech Republic, Vol., pp. 261 - 270, May, 2007 | BibTex
H. Silva, H. Gamboa, A. L. N. Fred, Applicability of Lead V2 ECG Measurements in Biometrics, International Educational and Networking Forum for eHealth, Telemedicine and Health ICT - Med-e-Tel, , Luxembourg, Vol., pp. 177 - 180, April, 2007,
| Abstract | Full text (PDF 133 KBs) | BibTex
H. Gamboa, A. L. N. Fred, An Electrodermal Activity Psychophysiologic Model, International Educational and Networking Forum for eHealth, Telemedicine and Health ICT - Med-e-Tel, Luxembourg, Luxembourg, Vol. 2007, pp. 60 - 64, April, 2007 | BibTex
H. Silva, A. L. N. Fred, Pairwise vs Global Multi-Class Wrapper Feature Selection, WSEAS International Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases, Corfu, Greece, Vol. 6, pp. 1 - 6, February, 2007 | Full text (PDF 113 KBs) | BibTex
A. L. N. Fred, A. K. Jain, Learning Pairwise Similarity for Data Clustering, International Conf. on Pattern Recognition - ICPR, Hong Kong, China, Vol., pp. 925 - 928, August, 2006 | BibTex
F. Jorge Duarte Duarte, A. L. N. Fred, Fátima Rodrigues Rodrigues, A. Lourenço, Weighting Evidence Accumulation Clustering Using Subsampling, International Workshop on Pattern Recognition in Information Systems, Paphos, Cyprus, Vol. ?, pp. ? - ?, May, 2006 | BibTex
F. Jorge Duarte Duarte, A. L. N. Fred, A. Lourenço, Fátima Rodrigues Rodrigues, Weighting Cluster Ensembles in Evidence Accumulation Clustering, Portuguese Conf. on Artificial Intelligence - EPIA, Covilha, Portugal, Vol. ?, pp. ? - ?, December, 2005 | BibTex
F. Jorge Duarte Duarte, A. L. N. Fred, A. Lourenço, Fátima Rodrigues Rodrigues, Weighted Evidence Accumulation Clustering, Australasian Conf. on Knowledge - AusDM, Sydney, Australia, Vol. ?, pp. ? - ?, December, 2005 | BibTex
H. Silva, H. Gamboa, V.V. Viegas, A. L. N. Fred, Wireless Physiologic Data Acquisition Platform, Conf. on Telecommunications - ConfTele, Tomar, Portugal, Vol., pp. -, April, 2005 | Full text (PDF 1 MB) | BibTex
A. Lourenço, A. L. N. Fred, Ensemble Methods in the Clustering of String Patterns, IEEE Workshop on Applications of Computer Vision, Colorado, United States, Vol. 1, pp. 143 - 148, January, 2005 | BibTex
A. Lourenço, A. L. N. Fred, Combination of Spectral Clustering Ensembles, International Conf. on Pattern Recognition and Image Analysis, St. Petersburg, Russia, Vol. ?, pp. ? - ?, October, 2004 | BibTex
A. Lourenço, A. L. N. Fred, Comparison of combination methods using Spectral Clustering Ensembles, International Workshop on Pattern Recognition in Information Systems, Porto, Portugal, Vol. PRIS2004, pp. 222 - 234, April, 2004 | BibTex
H. Gamboa, A. L. N. Fred, An Identity Authentication System Based on Human Computer Interaction Behaviour, International Workshop on Pattern Recognition in Information Systems, Anger, France, Vol. 3, pp. 46 - 55, April, 2003 | BibTex
A. L. N. Fred, A. K. Jain, Data Clustering Using Evidence Accumulation, International Conf. on Pattern Recognition - ICPR, Quebec, Canada, Vol. I, pp. 276 - 280, August, 2002 | BibTex
A. L. N. Fred, Context-Dependent Clustering based on Dissimilarity Increments, Portuguese Conf. on Pattern Recognition - RecPad, Aveiro, Portugal, Vol., pp. -, June, 2002 | BibTex
A. L. N. Fred, J. Filipe, Syntax-Directed Translation Schemes for Multi-Agent Systems Conversation Modeling, International Conf. on Enterprise Information Systems, ICEIS, Stafford, United Kingdom, Vol. I, pp. 132 - 138, July, 2000 | BibTex

Patents

7Patents

H. Silva, A. Lourenço, A. L. N. Fred, Device and method for continuous biometric recognition based on electrocardiographic signals, US 9603556 B2, March, 2017, (status granted)
H. Silva, A. Lourenço, A. L. N. Fred, Device and method for continuous biometric recognition based on electrocardiographic signals, JP6100800B2, March, 2017, (status granted)
H. Silva, A. Lourenço, A. L. N. Fred, Device and method for continuous biometric recognition based on electrocardiographic signals, US 14/373,099, January, 2013, (status granted)
H. Silva, A. Lourenço, A. L. N. Fred, Device and method for continuous biometric recognition based on electrocardiographic signals, US 20140361871 A1, January, 2013, (status pending)
H. Silva, A. Lourenço, A. L. N. Fred, Device and method for continuous biometric recognition based on electrocardiographic signals, WO 2013109154, January, 1900, (status pending)
H. Silva, A. Lourenço, A. L. N. Fred, Device and Method for Continuous Biometric Recognition Based on Electrocardiographic Signals, Patente de Invenção Nacional nº 106102, -1, (status pending)
A. L. N. Fred, H. Silva, DISPOSITIVO E MÉTODO PARA MEDIÇÃO DO TEMPO DE PROPAGAÇÃO DA RESPOSTA GALVÂNICA DA PELE, 106509, -1, (status pending)

Projects

Closed Projects14

Acronym	Name	Funding Agency	Start date	Ending date
ADIAR	Alzheimer Disease: Image Analysis and Recognition	FCT/PTDC	01-02-2011	01-07-2014
Affective Mouse	Affective Mouse	QREN	01-10-2008	01-09-2012
BLEP	Biomechanics of Locomotion in Elderly People	FCT/PTDC	01-01-2008	01-12-2010
EMUSuL	Ensemble Methods in Unsupervised and Semi-Supervised Learning	FCT/POSC	01-01-2005	31-12-2007
ESQUELETO	Evaluation of biomechanical load in the muscle-scheleton system	FCT/POCI	01-10-2004	01-04-2008
EvaClue	Evidence Accumulation in Unsupervised and Semi-Supervised Learning: a Cluster Ensemble Approach	FCT/PTDC	01-01-2010	01-03-2013
HCI	Reconhecimento de Padrões Cognitivos e Afectivos na Interacção Pessoa-Computador	INSTICC	09-03-2004	09-12-2007
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
LearningS	Learning from Sequences	FCT/PTDC	01-03-2013	01-03-2015
SIMBAD	Beyond features: similarity-based pattern analysis and recognition	EU/FP7	01-02-2008	01-03-2011
SSL-AMDMR	Statistical and Structural Learning: Applications in Multimedia Data Mining and Retrieval	FCT/POSI	01-01-2001	31-12-2004
VITALIDI	Android Biometrics Demonstrator	IT/LA	01-11-2011	01-12-2013

Other Scientific Achievements

5Awards

H. Silva, A. L. N. Fred, Featured Researcher at the Sparks “Beyond the Lab: The DIY Science Revolution” Exhibition, To complement the stories of common citizens contributing to scientific research and the artworks presented in ‘Beyond the Lab: The DIY science revolution’, each venue hosting the exhibition presents a local example of how RRI is or can be applied in research in the field of medicine and healthcare. Sparks partners have worked within local partnerships with researchers, universities, NGOs and citizens to identify the object or the research that would be featured in the local corner of the exhibition. Our work with BITalino was the selected showcase in Portugal., 01-01-2017
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
A. L. N. Fred, A. K. Jain, Best Paper Award in Pattern Recognition and Basic Technologies, Best Paper Award in Pattern Recognition and Basic Technologies presented to Ana Fred for the 18th International Conference on Pattern Recognition paper "Learning Pairwise Similarity for Data Clustering", issued by the International Association for Pattern Recognition, 21-08-2006

10Miscellaneous

A. L. N. Fred, Chair of IAPR Publications and Publicity Committee, Member of Technical Committee, Chair of the IAPR Publications and Publicity Committee for the term 2008-2010, 01-01-2009
A. Lourenço, A. L. N. Fred, Introdução ao Processamento de Sinal Electrofisiológico, FMH Laboratório Biomecânica, Tutorial, 01-01-2008
A. L. N. Fred, Clustering Methods, Training Course, Programa de Doutoramento de Biologia Computacional do IGC/FCT/Siemens, 23-02-2007
A. L. N. Fred, "Learning Pairwise Similarity for Data Clustering, Seminars, Department of Computer Science and Engineering, Michigan State University, 03-12-2006
A. L. N. Fred, Learning Pairwise Similarity for Data Clustering, Seminars, Instituto de Telecomunicações - Grupo TCRP, 21-07-2006
A. L. N. Fred, Non-Supervised Clustering Techniques, Training Course, AERFAI Summer School on Action and Object Classi¯cation Techniques in Digital Images, 16-07-2006
A. L. N. Fred, Unsupervised Learning: Clustering Methods, Training Course, Programa de Doutoramento de Biologia Computacional do IGC/FCT/Siemens, 14-02-2006
A. L. N. Fred, Combination of Clustering Ensembles using Evidence Accumulation (EAC), Invited Talks, Delft University of Technology, 17-01-2005
A. L. N. Fred, Chair of IAPR technical committee: Structural and Syntactic Pattern Recognition, Member of Technical Committee, Chair of TC2, ''Structural and Syntactic Pattern Recognition'' for the term 2002-2004, 01-01-2004
A. L. N. Fred, Clustering and combination of clustering ensembles, Invited Talks, Red Temática de Reconocimiento de Formas y sus Aplicaciones, Espanha, 04-09-2003

24Short Courses and Seminars

A. L. N. Fred, On and O the person ECG data sensing and processing technology, Portugal, Lisbon, 11-2017
A. L. N. Fred, Pervasive Health Monitoring, Portugal, Lisbon, 05-2017
A. L. N. Fred, "Health Monitoring and Active Ageing", Invited talk integrated in the Invited Symposium Innovation in Active Ageing, within the 12th International Congress of the European Geriatric Medicine Society (EUGMS), Portugal, Lisbon, 10-2016
A. L. N. Fred, "Biomedical Imaging: Windows to your inner you", Invited talk integrated in Science and Technology in Portugal Meeting, Lisbon Congress Center, Portugal, Lisbon, 07-2016
A. L. N. Fred, "Pervasive monitoring of biosignals for personalised health, emotion, and identity assessment", Invited talk at the 1st Academic Symposium of the European Project ALHTOUR, Netherlands, Maastricht, 06-2016
A. L. N. Fred, "BioPrint: Biosignals as Health, Emotion, and Identity Markers", Invited Talk integrated in the Mind-Brain College, Portugal, Lisbon, 03-2016
A. L. N. Fred, "Pervasive ECG: Emotion and Identity at your Fingertips", Invited Talk integrated in the 2nd International Congress on Cardiovascular Technologies, CARDIOTECHNIX, 2015, Italy, Rome, 10-2014
A. L. N. Fred, Data Mining using Clustering Ensembles, Poland, Wroclaw, 09-2012
A. L. N. Fred, BioPrint: Biosignals as Health, Emotion, and Identity Markers, Portugal, Lisbon, 07-2012
A. L. N. Fred, Biosignals: Projects, Applications and Motivating Scenarios, Portugal, Lisbon, 03-2012
A. L. N. Fred, Unsupervised Learning: From Single Clustering to Ensemble Methods - short course, Poland, Wroclaw, 03-2011
A. L. N. Fred, Biometrics and Security in Access Control; invited talk - Smart Cards 2010, Portugal, Lisbon, 05-2010
A. L. N. Fred, Unsupervised Learning and Cluster Ensemble Methods: State of the Art and Directions for the Future ; short course (3h) - JOCLAD 2010, Portugal, Lisbon, 03-2010
A. L. N. Fred, Unsupervised Learning using Evidence Accumulation ; Invited Talk - JOCLAD 2010, Portugal, Lisbon, 03-2010
A. L. N. Fred, Unsupervised Learning: From Single Clustering to Ensemble Methods, Portugal, Lisbon, 04-2009
A. L. N. Fred, Overview of Clustering and Cluster Ensemble Methods, Portugal, Lisbon, 05-2008
A. L. N. Fred, A. Lourenço, Introdução ao Processamento de Sinal Electrofisiológico, Portugal, Paço-de-Arcos, 01-2008
A. L. N. Fred, Cluster Ensemble Methods: Challenges and Achievements, Spain, Girona, 06-2007
A. L. N. Fred, Clustering Methods, Portugal, Oeiras, 02-2007
A. L. N. Fred, Learning Pairwise Similarity for Data Clustering, United States, East Lansing - Michigan, 12-2006
A. L. N. Fred, Unsupervised Learning: Clustering Methods, Portugal, Oeiras, 02-2006
A. L. N. Fred, Combination of Clustering Ensembles using Evidence Accumulation (EAC), Netherlands, Delft, 01-2005
A. L. N. Fred, Clustering and combination of clustering ensembles, Spain, Madrid, 09-2003
A. L. N. Fred, Unsupervised Learning using Evidence Accumulation ; Invited Talk - JOCLAD 2010, Portugal, Lisbon

Leadership Positions

1Leadership Positions

Chair of TC2, ''Structural and Syntactic Pattern Recognition'', International Association for Pattern Recognition, jan-2002 - jan-2004

Other Contributions

82Conference Committees

International Conf. on Pattern Recognition - ICPR, Scientific Committee, 2019
INSTICC International Conference on Pattern Recognition Applications and Methods ICPRAM, Conference Chairman, 2019
European Signal Processing Conference EUSIPCO, Technical Programme Committee, 2018
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference co-chair, 2018
INSTICC International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Conference Chairman, 2018
International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Conference Chairman, 2017
Iberian Conference on Pattern Recognition IbPRIA, Technical Programme Committee, 2017
INSTICC International Conference on Pattern Recognition Applications and Methods ICPRAM, Conference Chairman, 2017
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference co-chair, 2017
International Conf. on Pattern Recognition - ICPR, Technical Programme Committee, 2016
International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Conference Chairman, 2016
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference co-chair, 2016
INSTICC International Conference on Pattern Recognition Applications and Methods ICPRAM, Conference Chairman, 2016
International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Conference Chairman, 2015
Iberian Conference on Pattern Recognition IbPRIA, Technical Programme Committee, 2015
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference co-chair, 2015
INSTICC International Conference on Pattern Recognition Applications and Methods ICPRAM, Conference Chairman, 2015
International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Conference Chairman, 2014
International Conf. on Pattern Recognition - ICPR, Technical Programme Committee, 2014
INSTICC International Conference on Pattern Recognition Applications and Methods ICPRAM, Conference Chairman, 2014
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference co-chair, 2014
International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Conference Chairman, 2013
INSTICC International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Conference Chairman, 2013
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference co-chair, 2013
International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Conference Chairman, 2012
INSTICC International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Conference Chairman, 2012
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference co-chair, 2012
International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Conference Chairman, 2011
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference co-chair, 2011
International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Conference Chairman, 2010
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference co-chair, 2010
AIMI International Conf. on Image Analysis and Recognition - ICIAR, Technical Programme Committee, 2010
International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Conference Chairman, 2010
International Conf. on Pattern Recognition - ICPR, Technical Programme Committee, 2010
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference Chairman, 2010
International Workshop on Pattern Recognition in Information Systems, Conference Chairman, 2010
Joint IAPR International Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition, Technical Programme Committee, 2010
International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Conference Chairman, 2009
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference co-chair, 2009
AIMI International Conf. on Image Analysis and Recognition - ICIAR, Technical Programme Committee, 2009
International Conf. on Computer Analysis of Images and Patterns - CAIP, Technical Programme Committee, 2009
International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Conference Chairman, 2009
International Conf. on Machine Learning and Data Mining - MLDM, Technical Programme Committee, 2009
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference Chairman, 2009
International Workshop on Pattern Recognition in Information Systems, Conference Chairman, 2009
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference co-chair, 2008
AIMI International Conf. on Image Analysis and Recognition - ICIAR, Technical Programme Committee, 2008
International Conf. on Pattern Recognition - ICPR, Technical Programme Committee, 2008
International Joint Conf. on Biomedical Engineering Systems and Technologies - BIOSTEC, Conference Chairman, 2008
Joint IAPR International Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition, Technical Programme Committee, 2008
5th International Conference on Machine Learning and Data Mining, MLDM 2007, Technical Programme Committee, 2007
7th International Workshop on Pattern Recognition in Information Systems - PRIS 2007, Conference Chairman, 2007
9th International Conference on Enterprise Information Systems - ICEIS 2007, Technical Programme Committee, 2007
3rd Iberian Conference on Pattern Recognition and Image Analysis - IbPRIA 2007, Technical Programme Committee, 2007
Workshop on Supervised and Unsupervised Ensemble Methods and Their Applications - SUEMA 2007, Technical Programme Committee, 2007
AIMI International Conf. on Image Analysis and Recognition - ICIAR, Technical Programme Committee, 2007
International Conf. on Machine Learning and Data Mining - MLDM, Technical Programme Committee, 2007
International Conference on Image Analysis and Recognition - ICIAR 2006, Scientific Committee, 2006
International Workshop on Multimedia Content Representation, Classifcation and Security, MMRCS 2006, Technical Programme Committee, 2006
International Conference on Knowledge Engineering and Decision Support, ICKEDS 2006, Scientific Committee, 2006
IAPR 18th Int. Conference on Pattern Recognition - ICPR 2006, Scientific Committee, 2006
IAPR International Workshops on Structural, Syntactic and Statistical Pattern Recognition - S+SSPR 2006, Conference Chairman, 2006
8th International Conference on Enterprise Information Systems - ICEIS 2006, Technical Programme Committee, 2006
6th International Workshop on Pattern Recognition in Information Systems - PRIS 2006, Conference Chairman, 2006
Iberoamerican Congress on Pattern Recognition - CIARP, Technical Programme Committee, 2006
International Conf. on Pattern Recognition - ICPR, Technical Programme Committee, 2006
International Conference on Image Analysis and Recognition - ICIAR 2005, Technical Programme Chairman, 2005
IPC 2005, Technical Programme Committee, 2005
2nd Iberian Conference on Pattern Recognition and Image Analysis - IbPRIA 2005, Technical Programme Committee, 2005
5th International Workshop on Pattern Recognition in Information Systems - PRIS 2005, Technical Programme Committee, 2005
7th International Conference on Enterprise Information Systems - ICEIS 2005, Technical Programme Committee, 2005
International Conference on Image Analysis and Recognition - ICIAR 2004, Technical Programme Committee, 2004
IAPR International Workshops on Structural, Syntactic and Statistical Pattern Recognition - S+SSPR 2004, Conference Chairman, 2004
IAPR 17th Int. Conference on Pattern Recognition - ICPR 2004, Technical Programme Committee, 2004
Fourth International Workshop on Pattern Recognition in Information Systems - PRIS 2004, Conference Chairman, 2004
6th International Conference on Enterprise Information Systems - ICEIS 2004, Technical Programme Committee, 2004
International Conf. on Pattern Recognition - ICPR, Technical Programme Committee, 2004
5th International Conference on Enterprise Information Systems - ICEIS 2003, Technical Programme Committee, 2003
IAPR International Workshops on Structural, Syntactic and Statistical Pattern Recognition - S+SSPR 2002, Technical Programme Committee, 2002
4th International Conference on Enterprise Information Systems - ICEIS 2002, Technical Programme Committee, 2002
Second International Workshop on Pattern Recognition in Information Systems - PRIS 2002, Technical Programme Committee, 2002
First International Workshop on Pattern Recognition in Information Systems - PRIS 2001, Conference Chairman, 2001

3Editorial Committees

Area Editor, Pattern Recognition, 01-01-2017 - today
Editorial Board, Pattern Recognition Letters, 15-04-2004 - 01-01-2010
Guest co-Editor of a Special Issue on Pattern Recognition in Information Systems, 01-05-2001 - 01-12-2002

2Refereeing Journals

IEEE Transactions on Pattern Analysis and Machine Intelligence
2009, 1 review(s); 2002, 1 review(s);
Pattern Recognition Letters
2003, 1 review(s);

IT Member Profile

Ana Fred

Scientific Achievements

Supervision of theses

Co-Supervision of theses

Closed Projects14