Sara Silva

Ivo Gonçalves, Sara Silva: Balancing Learning and Overfitting in Genetic Programming with Interleaved Sampling of Training Data. EuroGP 2013: 73-84

Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Sara Silva: A New Implementation of Geometric Semantic GP and Its Application to Problems in Pharmacokinetics. EuroGP 2013: 205-216

Mauro Castelli, Sara Silva, Leonardo Vanneschi, Ana Cabral, Maria J. Vasconcelos, Luís Catarino, João M. B. Carreiras: Land Cover/Land Use Multiclass Classification Using GP with Geometric Semantic Operators. EvoApplications 2013: 334-343

Sara Silva, Vijay Ingalalli, Susana Vinga, João M. B. Carreiras, Joana B. Melo, Mauro Castelli, Leonardo Vanneschi, Ivo Gonçalves, José Caldas: Prediction of Forest Aboveground Biomass: An Exercise on Avoiding Overfitting. EvoApplications 2013: 407-417

Sara Silva, Stephen Dignum, Leonardo Vanneschi: Operator equalisation for bloat free genetic programming and a survey of bloat control methods. Genetic Programming and Evolvable Machines 13(2): 197-238 (2012)

Sara Silva, James A. Foster: Guest editorial: special issue on selected papers from the European conference on genetic programming. Genetic Programming and Evolvable Machines 13(3): 271-273 (2012)

Sara Silva, Leonardo Vanneschi: Bloat free genetic programming: application to human oral bioavailability prediction. IJDMB 6(6): 585-601 (2012)

Ivo Gonçalves, Sara Silva, Joana B. Melo, João M. B. Carreiras: Random Sampling Technique for Overfitting Control in Genetic Programming. EuroGP 2012: 218-229

Sara Silva, João Araújo, Armanda Rodrigues, Matias Urbieta, Ana Moreira, Silvia E. Gordillo, Gustavo Rossi: Reuse of spatial concerns based on aspectual requirements analysis patterns. RCIS 2012: 1-6

Alberto Moraglio, Sara Silva, Krzysztof Krawiec, Penousal Machado, Carlos Cotta (Eds.): Genetic Programming - 15th European Conference, EuroGP 2012, Málaga, Spain, April 11-13, 2012. Proceedings. Lecture Notes in Computer Science 7244, Springer 2012, isbn 978-3-642-29138-8

Cecilia Di Chio, Alexandros Agapitos, Stefano Cagnoni, Carlos Cotta, Francisco Fernández de Vega, Gianni A. Di Caro, Rolf Drechsler, Anikó Ekárt, Anna Isabel Esparcia-Alcázar, Muddassar Farooq, William B. Langdon, Juan J. Merelo Guervós, Mike Preuss, Hendrik Richter, Sara Silva, Anabela Simões, Giovanni Squillero, Ernesto Tarantino, Andrea Tettamanzi, Julian Togelius, Neil Urquhart, Sima Uyar, Georgios N. Yannakakis (Eds.): Applications of Evolutionary Computation - EvoApplications 2012: EvoCOMNET, EvoCOMPLEX, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoNUM, EvoPAR, EvoRISK, EvoSTIM, and EvoSTOC, Málaga, Spain, April 11-13, 2012, Proceedings. Lecture Notes in Computer Science 7248, Springer 2012, isbn 978-3-642-29177-7

Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Vanneschi: A Quantitative Study of Learning and Generalization in Genetic Programming. EuroGP 2011: 25-36

Leonardo Trujillo, Sara Silva, Pierrick Legrand, Leonardo Vanneschi: An Empirical Study of Functional Complexity as an Indicator of Overfitting in Genetic Programming. EuroGP 2011: 262-273

Sara Silva, Orlando Anunciação, Marco Lotz: A Comparison of Machine Learning Methods for the Prediction of Breast Cancer. EvoBio 2011: 159-170

Alberto Moraglio, Sara Silva: Geometric nelder-mead algorithm on the space of genetic programs. GECCO 2011: 1307-1314

Sara Silva: Reassembling operator equalisation: a secret revealed. GECCO 2011: 1395-1402

Sara Silva: Handling bloat in GP. GECCO (Companion) 2011: 1481-1508

Sara Silva, James A. Foster, Miguel Nicolau, Penousal Machado, Mario Giacobini (Eds.): Genetic Programming - 14th European Conference, EuroGP 2011, Torino, Italy, April 27-29, 2011. Proceedings. Lecture Notes in Computer Science 6621, Springer 2011, isbn 978-3-642-20406-7

Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Vanneschi: A comparison of the generalization ability of different genetic programming frameworks. IEEE Congress on Evolutionary Computation 2010: 1-8

Alberto Moraglio, Sara Silva: Geometric Differential Evolution on the Space of Genetic Programs. EuroGP 2010: 171-183

Marco Lotz, Sara Silva: Application of Genetic Programming Classification in an Industrial Process Resulting in Greenhouse Gas Emission Reductions. EvoApplications (2) 2010: 131-140

Sara Silva, Maria J. Vasconcelos, Joana B. Melo: Bloat Free Genetic Programming versus Classification Trees for Identification of Burned Areas in Satellite Imagery. EvoApplications (1) 2010: 272-281

Leonardo Vanneschi, Mauro Castelli, Sara Silva: Measuring bloat, overfitting and functional complexity in genetic programming. GECCO 2010: 877-884

Sara Silva: Handling bloat in GP. GECCO (Companion) 2010: 2769-2794

Sara Silva, Leonardo Vanneschi: State-of-the-Art Genetic Programming for Predicting Human Oral Bioavailability of Drugs. IWPACBB 2010: 165-173

Anna Isabel Esparcia-Alcázar, Anikó Ekárt, Sara Silva, Stephen Dignum, A. Sima Etaner-Uyar (Eds.): Genetic Programming, 13th European Conference, EuroGP 2010, Istanbul, Turkey, April 7-9, 2010. Proceedings. Lecture Notes in Computer Science 6021, Springer 2010, isbn 978-3-642-12147-0

Sara Silva, Ernesto Costa: Dynamic limits for bloat control in genetic programming and a review of past and current bloat theories. Genetic Programming and Evolvable Machines 10(2): 141-179 (2009)

Leonardo Vanneschi, Sara Silva: Using Operator Equalisation for Prediction of Drug Toxicity with Genetic Programming. EPIA 2009: 65-76

Sara Silva, Stephen Dignum: Extending Operator Equalisation: Fitness Based Self Adaptive Length Distribution for Bloat Free GP. EuroGP 2009: 159-170

Sara Silva, Leonardo Vanneschi: Operator equalisation, bloat and overfitting: a study on human oral bioavailability prediction. GECCO 2009: 1115-1122

António Dourado, Sara Silva, Lara Aires, João Araújo: Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring. ICDM 2009: 232-246

Sara Silva, Marco Fernandes, Pedro Almeida, Joaquim Arnaldo Martins, Joaquim Sousa Pinto: SWIT: an open-source web-based database management system with indexing engine integration. EATIS 2008

Sara Silva, Yao-Ting Tseng: Classification of Seafloor Habitats Using Genetic Programming. EvoWorkshops 2008: 315-324

Sara Silva, Ernesto Costa: Comparing tree depth limits and resource-limited GP. Congress on Evolutionary Computation 2005: 920-927

Sara Silva, Pierre-Alain Fayolle, Johann Vincent, Guillaume Pauron, Christophe Rosenberger, Christian Toinard: Evolutionary Computation Approaches for Shape Modelling and Fitting. EPIA 2005: 144-155

Sara Silva, Ernesto Costa: Resource-limited genetic programming: the dynamic approach. GECCO 2005: 1673-1680

Sara Silva, Ernesto Costa: Dynamic Limits for Bloat Control: Variations on Size and Depth. GECCO (2) 2004: 666-677

Sara Silva, Rodrigo Gouveia-Oliveira, António Maretzek, João A. Carriço, Thorolfur Gudnason, Karl G. Kristinsson, Karl Ekdahl, António Brito-Avô, Alexander Tomasz, Ilda Santos Sanches, Hermínia de Lencastre, Jonas S. Almeida: EURISWEB - Web-based epidemiological surveillance of antibiotic-resistant pneumococci in Day Care Centers. BMC Med. Inf. & Decision Making 3: 9 (2003)

Sara Silva, Jonas S. Almeida: Dynamic Maximum Tree Depth. GECCO 2003: 1776-1787