People
Lionel Monteiro Morgado
Home Page
http://student.dei.uc.pt/~lionel/mypageMember
Adaptive ComputationResearch interests
Artificial intelligenceMachine learning
Kernel Machines
Computational Biology
Biomedical Data Mining
Psychophysics
Journal Articles
Conference Articles
2011
(3 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
- 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
(1 publication)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)Book Chapters
2013
(1 publication)- 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 ]