People
Carlos Pereira
Member
Adaptive ComputationNational Projects
D4 - Deep Drug Discovery and Deployment (PI: Bernardete Ribeiro; co-PI: Joel P. Arrais)
Past Projects
OLLICON- On-line learning in Intelligent Control
JACTO- Jet-Loop Reactor: A New System for Treatment of Agro-Industrial Effluents
EPILEPSIAE- Evolving Platform for Improving Living Expectation of Patients
EUREKA IBEROAMERICA- Red Iberoamericana de Descubrimiento de Conocimientos
BIOINK- Incremental Kernel Learning for Biological Data Analysis
Journal Articles
2014
(1 publication)- Coelho, E.D. and Arrais, J.P. and Oliveira, J.L. and rosa, n. and Correia, M. and Matos, S. and Pereira, C. , "Computational prediction of the human-microbial oral interactome", BMC Systems Biology, 2014 [ DOI ]
2011
(1 publication)2000
(1 publication)Conference Articles
2018
(1 publication)2013
(1 publication)- Ivano Irrera and Pereira, C. and Marco Vieira , "The Time Dimension in Predicting Failures: A Case Study ", in Sixth Latin-American Symposium on Dependable Computing (LADC), 2013, 2013 [ DOI ]
2012
(1 publication)- Noel Lopes and Pereira, C. and Ribeiro, B. and António Dourado , "An Incremental Hypersphere Learning Framework for Protein Membership Prediction", in International Conference on Hybrid Artificial Intelligence Systems, LNCS 7208, pp. 429-439, 2012 [ DOI ]
2011
(5 publications)- Morgado, L.M. and Pereira, C. and Verissimo, P. and António Dourado , "Peptidase Detection and Classification Using Enhanced Kernel Methods with Feature Selection", in 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, Salamanca, Spain (2011), 2011
- Correia, D. and Pereira, C. and Verissimo, P. and António Dourado , "A Platform for Peptidase Detection based on Text Mining Techniques", in International Symposium on Computational Intelligence for Engineering Systems, Coimbra, Portugal (2011), 2011
- Oliveira, J. and Correia, D. and Pereira, C. and Verissimo, P. and António Dourado , "A Tool for Biomedical Documents Classification using Support Vector Machines ", in International Symposium on Computational Intelligence for Engineering Systems, Coimbra, Portugal (2011), 2011
- Morgado, L.M. and Pereira, C. and Verissimo, P. and António Dourado , "Efficient Discriminative Models for Proteomics with Simple and Optimized Features", in International Symposium on Computational Intelligence for Engineering Systems, Coimbra, Portugal (2011), 2011
- Pereira, C. and Morgado, L.M. and Correia, D. and Verissimo, P. and António Dourado , "Kernel Machines for Proteomics Data Analysis: Algorithms and Tools", in 11th European Network for Business and Industrial Statistics, Coimbra, Portugal (2011), 2011
2010
(2 publications)- Morgado, L.M. and Pereira, C. and António Dourado and Verissimo, P. , "PEPTILAB: A Computational Tool for Peptidase Data Analysis", in 5th WACI - Workshop on Applications of Computational Intelligence, 2010
- Pereira, C. and António Dourado , "A Platform for Intelligent Search and Classification of Biomedical Literature, Daniel Correia, David Campos, Carlos Pereira, Paula Veríssimo, António Dourado", in 5th WACI - Workshop on Applications of Computational Intelligence, 2010
2009
(3 publications)- Morgado, L.M. and Pereira, C. , "Incremental Kernel Machines for Protein Remote Homology Detection", in 4th International Conference on Hybrid Artificial Intelligence Systems, 2009
- Morgado, L.M. and Pereira, C. and António Dourado , "A Support Vector Machine based Framework for Protein Membership Prediction", in International Symposium on Computational Intelligence for Engineering Systems 2009, 2009
- Morgado, L.M. and Pereira, C. and António Dourado , "Ensemble of Kernel Machines for Protein Classification", in Workshop Applications of Computational Intelligence, 2009
2008
(1 publication)2003
(2 publications)- Pereira, C. and António Dourado , "Reducing the Training Complexity of Support Vector Machines for Intelligent Control", in IFAC ICONS 2003, 2003
- Pereira, C. and António Dourado , "On the Complexity and Interpretability of Support Vector Machines for Process Modeling", in IEEE-IJCNN, 2003
2002
(4 publications)- Victor, J. and Pereira, C. and António Dourado , "Neuro-Fuzzy Modelling of the Effluent Neutralisation Process in a Paper Mill", in Controlo'02, 2002
- Pereira, C. and António Dourado , "Intelligent Control of a Solar Power Plant Using Support Vector Machines", in Eunite 2002, 2002
- Pereira, C. and António Dourado , "Support Vector Learning Based Modeling of a Solar Power Plant", in 15th IFAC World Congress, 2002
- Pereira, C. and António Dourado , " Application of a neuro-fuzzy network with support vector learning to a solar power plant ", in 2nd IHP Workshop, 2002
2001
(2 publications)- Pereira, C. and António Dourado , "Neuro-fuzzy Network Complexity Reduction by Subtractive Clustering and Support Vector Learning for Nonlinear Process Modeling", in Eunite2001, 2001
- Pereira, C. and António Dourado , "A Recurrent Local Model Network for Nonlinear Process Modeling", in IASTED ISC2001, 2001
2000
(2 publications)- Pereira, C. and António Dourado , "Local Model Neuro-Fuzzy network construction based on support vector learning", in Poceedings of the IASTED International Conference, Artificial Intelligence and Soft Computing, 2000
- Pereira, C. and António Dourado and Babuska, R. , "Constructive on-line learning for a neuro-fuzzy network with fuzzysets obtained by Delaunay triangulation", in Decision and Control, 2000. Proceedings of the 39th IEEE, 2000
1999
(1 publication)1998
(1 publication)1997
(1 publication)1994
(1 publication)Book Chapters
2013
(3 publications)- Pereira, C. and António Dourado and Correia, D. and Verissimo, P. , "A Platform for Peptidase Detection based on Text Mining Techniques", in Computational Intelligence and Decision Making - Trends and Applications, From Intelligent Systems, Control and Automation: Science and Engineering Bookseries, , vol. 61, pp. 449-459, 2013 [ DOI ]
- Morgado, L.M. and Pereira, C. and Verissimo, P. and António Dourado , "Efficient Discriminative Models for Proteomics with Simple and Optimized Features ", in Computational Intelligence and Decision Making - Trends and Applications, From Intelligent Systems, Control and Automation: Science and Engineering Bookseries, vol. 61, pp. 89-98, 2013 [ DOI ]
- Oliveira, J. and Correia, D. and Pereira, C. and Verissimo, P. and António Dourado , "A Tool for Biomedical Documents Classification using Support Vector Machines", in Computational Intelligence and Decision Making, - Trends and Applications, From Intelligent Systems, Control and Automation: Science and Engineering, Bookseries, vol. 61, pp. 407-416, 2013 [ DOI ]