Sara Guilherme Oliveira da Silva


AuthID: R-000-GBC

Confirmed Publications: 30



1
TITLE: A new implementation of geometric semantic GP and its application to problems in pharmacokinetics
AUTHORS: Vanneschi, L ; Castelli, M; Manzoni, L; Silva, S ;
PUBLISHED: 2013, SOURCE: 16th European Conference on Genetic Programming, EuroGP 2013 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 7831 LNCS
INDEXED IN: Scopus CrossRef
IN MY: ORCID
2
TITLE: Balancing learning and overfitting in genetic programming with interleaved sampling of training data
AUTHORS: Ivo Gonçalves ; Silva, S ;
PUBLISHED: 2013, SOURCE: 16th European Conference on Genetic Programming, EuroGP 2013 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 7831 LNCS
INDEXED IN: Scopus CrossRef: 16
IN MY: ORCID
3
TITLE: Land cover/land use multiclass classification using GP with geometric semantic operators
AUTHORS: Castelli, M; Silva, S ; Vanneschi, L ; Cabral, A; Vasconcelos, MJ ; Catarino, L; Carreiras, JMB;
PUBLISHED: 2013, SOURCE: 16th European Conference on Applications of Evolutionary Computation, EvoApplications 2013 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 7835 LNCS
INDEXED IN: Scopus CrossRef
IN MY: ORCID
4
TITLE: Prediction of forest aboveground biomass: An exercise on avoiding overfitting
AUTHORS: Silva, S ; Ingalalli, V; Vinga, S ; Carreiras, JMB; Melo, JB; Castelli, M; Vanneschi, L ; Ivo Gonçalves ; Caldas, J;
PUBLISHED: 2013, SOURCE: 16th European Conference on Applications of Evolutionary Computation, EvoApplications 2013 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 7835 LNCS
INDEXED IN: Scopus CrossRef: 6
IN MY: ORCID
5
TITLE: Bloat free Genetic Programming: application to human oral bioavailability prediction
AUTHORS: Sara Silva ; Leonardo Vanneschi ;
PUBLISHED: 2012, SOURCE: INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, VOLUME: 6, ISSUE: 6
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
6
TITLE: Guest editorial: special issue on selected papers from the European conference on genetic programming  Full Text
AUTHORS: Sara Silva ; James A Foster;
PUBLISHED: 2012, SOURCE: GENETIC PROGRAMMING AND EVOLVABLE MACHINES, VOLUME: 13, ISSUE: 3
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
7
TITLE: Operator equalisation for bloat free genetic programming and a survey of bloat control methods  Full Text
AUTHORS: Sara Silva ; Stephen Dignum; Leonardo Vanneschi ;
PUBLISHED: 2012, SOURCE: GENETIC PROGRAMMING AND EVOLVABLE MACHINES, VOLUME: 13, ISSUE: 2
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
8
TITLE: Random sampling technique for overfitting control in genetic programming
AUTHORS: Ivo Gonçalves ; Silva, S ; Melo, JB; Carreiras, JMB;
PUBLISHED: 2012, SOURCE: 15th European Conference on Genetic Programming, EuroGP 2012 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 7244 LNCS
INDEXED IN: Scopus CrossRef: 10
IN MY: ORCID
9
TITLE: A Comparison of Machine Learning Methods for the Prediction of Breast Cancer  Full Text
AUTHORS: Sara Silva ; Orlando Anunciacao; Marco Lotz;
PUBLISHED: 2011, SOURCE: 9th European Conference on Evolutionary Computation in EVOLUTIONARY COMPUTATION, MACHINE LEARNING AND DATA MINING IN BIOINFORMATICS, VOLUME: 6623
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
10
TITLE: An empirical study of functional complexity as an indicator of overfitting in genetic programming
AUTHORS: Trujillo, L; Silva, S ; Legrand, P; Vanneschi, L ;
PUBLISHED: 2011, SOURCE: 14th European Conference on Genetic Programming, EuroGP 2011 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 6621 LNCS
INDEXED IN: Scopus CrossRef
IN MY: ORCID
Page 1 of 3. Total results: 30.

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