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Sara Guilherme Oliveira da Silva
AuthID:
R-000-GBC
Publications
Confirmed
To Validate
Document Source:
All
Document Type:
All Document Types
Proceedings Paper (24)
Article (5)
Editorial Material (1)
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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
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