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Number of items: 36.

Article

Otero, Fernando E.B. and Freitas, Alex A. (2015) Improving the Interpretability of Classification Rules Discovered by an Ant Colony Algorithm: Extended Results. Evolutionary Computation . ISSN 1063-6560. (Full text available)
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Kampouridis, Michael and Otero, Fernando E.B. (2015) Heuristic procedures for improving the predictability of a genetic programming financial forecasting algorithm. Soft Computing . ISSN 1432-7643. (In press) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Otero, Fernando E.B. and Masegosa, Antonio D. and Terrazas, Germán (2014) Thematic issue on advances in nature inspired cooperative strategies for optimization. Memetic Computing, 6 (3). pp. 147-148. ISSN 1865-9284. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Otero, Fernando E.B. and Freitas, Alex A. and Johnson, Colin G. (2013) A new sequential covering strategy for inducing classification rules with ant colony algorithms. IEEE Transactions on Evolutionary Computation, 17 (1). pp. 64-76. ISSN 1089778X. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Salama, Khalid M. and Abdelbar, Ashraf M. and Otero, Fernando E.B. and Freitas, Alex A. (2013) Utilizing multiple pheromones in an ant-based algorithm for continuous-attribute classification rule discovery. Applied Soft Computing, 13 (1). pp. 667-675. ISSN 1568-4946. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Otero, Fernando E.B. and Freitas, Alex A. and Johnson, Colin G. (2012) Inducing decision trees with an ant colony optimization algorithm. Applied Soft Computing, 12 (11). pp. 3615-3626. ISSN 1568-4946. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Otero, Fernando E.B. and Freitas, Alex A. and Johnson, Colin G. (2010) A hierarchical multi-label classification ant colony algorithm for protein function prediction. Memetic Computing, 2 (3). pp. 165-181. ISSN 1865-9284. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Book section

Oliveira, Luiz O.V.B. and Otero, Fernando E.B. and Pappa, Gisele L. and Albinati, Julio (2015) Sequential Symbolic Regression with Genetic Programming. In: Worzel, Bill and Kotanchek, Mark and Riolo, Rick, eds. Genetic Programming Theory and Practice XII. Genetic and Evolutionary Computation . Springer, pp. 73-90. ISBN 978-3-319-16029-0. (Full text available)
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Otero, Fernando E.B. and Segond, Marc and Freitas, Alex A. and Johnson, Colin G. and Robilliard, Denis and Fonlupt, Cyril (2009) An empirical evaluation of the effectiveness of different types of predictor attributes in protein function prediction. In: Abraham, Ajith and Hassanien, Aboul-Ella and Snasel, Vaclav, eds. Studies in Computational Intelligence. Studies in Computational Intelligence 205, Foundations of Computational Intelligence Vol. 5 . Springer, Berlin, pp. 339-357. ISBN 3642015352. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Conference or workshop item

Brookhouse, James and Otero, Fernando E.B. (2015) Discovering Regression Rules with Ant Colony Optimization. In: Genetic and Evolutionary Computation Conference Companion (GECCO'15 Companion), 11-15 July 2015, Madrid, Spain. (Full text available)
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Albinati, Julio and Pappa, Gisele L. and Otero, Fernando E.B. (2015) The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems. In: 18th European Conference on Genetic Programming (EuroGP 2015), 8-10 April 2015, Copenhagen, Denmark. (Full text available)
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Gypteau, Jeremie and Otero, Fernando E.B. and Kampouridis, Michael (2015) Generating Directional Change Based Trading Strategies with Genetic Programming. In: Mora, A.M. and Squillero, G., eds. EvoApplications 2015. Lecture Notes in Computer Science. Springer pp. 1-12. (In press) (Full text available)
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Otero, Fernando E.B. and Kampouridis, Michael (2014) A Comparative Study on the Use of Classification Algorithms in Financial Forecasting. In: EvoApplications 2014, April 23-25, 2014, Granada, Spain. (Full text available)
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Salama, Khalid M. and Otero, Fernando E.B. (2014) Learning Multi-Tree Classification Models with Ant Colony Optimization. In: 6th International Conference on Evolutionary Computation Theory and Applications (ECTA 2014), 22-24 Oct 2014, Rome. (Full text available)
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Menendez, Hector and Otero, Fernando E.B. and Camacho, David (2014) MACOC: a medoid-based ACO clustering algorithm. In: 9th International Conference on Swarm Intelligence (ANTS 2014), 10-12 Sep 2014, Brussels. (Full text available)
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Menendez, Hector and Otero, Fernando E.B. and Camacho, David (2014) SACOC: A spectral-based ACO clustering algorithm. In: 8th International Symposium on Intelligent Distributed Computing (IDC 2014), 3-5 Sep 2014, Madrid. (Full text available)
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Leroux, Claris and Otero, Fernando E.B. and Johnson, Colin G. (2014) A Genetic Programming Problem Definition Language Code Generator for the EpochX Framework. In: 16th International Conference on Genetic and Evolutionary Computation (GECCO 2014), Vancouver. (Full text available)
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Brookhouse, James and Otero, Fernando E.B. and Kampouridis, Michael (2014) Working with OpenCL to Speed Up a Genetic Programming Financial Forecasting Algorithm: Initial Results. In: 16th International Conference on Genetic and Evolutionary Computation (GECCO 2014), Vancouver. (Full text available)
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Kampouridis, Michael and Otero, Fernando E.B. (2013) Using attribute construction to improve the predictability of a GP financial forecasting algorithm. In: Technologies and Applications of Artificial Intelligence (TAAI 2013). (Full text available)
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Vaseux, Loic and Otero, Fernando E.B. and Castle, Tom (2013) Event-based graphical monitoring in the EpochX genetic programming framework. In: 15th International Conference on Genetic and Evolutionary Computation (GECCO 2013), Amsterdam. (Full text available)
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Otero, Fernando E.B. and Freitas, Alex A. (2013) Improving the interpretability of classification rules discovered by an ant colony algorithm. In: 2013 Genetic and Evolutionary Computation Conference (GECCO’13), July 2013, Amsterdam, the Netherlands. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Salama, Khalid M. and Otero, Fernando E.B. (2013) Using a unified measure function for heuristics, discretization, and rule quality evaluation in Ant-Miner. In: IEEE Congress on Evolutionary Computation (IEEE CEC 2013), June 2013. (Full text available)
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Otero, Fernando E.B. and Johnson, Colin G. (2013) Automated Problem Decomposition for the Boolean Domain with Genetic Programming. In: 16th European Conference on Genetic Programming (EuroGP 2013). (Full text available)
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Medland, Matthew and Otero, Fernando E.B. and Freitas, Alex A. (2012) Improving the cAnt-MinerPB Classification Algorithm. In: Swarm Intelligence. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Medland, Matthew and Otero, Fernando E.B. (2012) A Study of Different Quality Evaluation Functions in the cAnt-MinerPB Classification Algorithm. In: Proceedings of the 2012 Genetic and Evolutionary Conference (GECCO 2012). (Full text available)
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Otero, Fernando E.B. and Castle, Tom and Johnson, Colin G. (2012) EpochX: Genetic Programming in Java with Statistics and Event Monitoring. In: Proceedings of the 2012 Genetic and Evolutionary Conference Companion (GECCO 2012). (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Moraglio, Alberto and Otero, Fernando E.B. and Johnson, Colin G. and Thompson, Simon and Freitas, Alex A. (2012) Evolving Recursive Programs using Non-recursive Scaffolding. In: Proceedings of the 2012 IEEE World Congress on Computational Intelligence. (Full text available)
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Moraglio, Alberto and Otero, Fernando E.B. and Johnson, Colin G. (2010) The ACO Encoding. In: Swarm Intelligence - 7th International Conference (ANTS 2010). (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Otero, Fernando E.B. and Freitas, Alex A. and Johnson, Colin G. (2009) A hierarchical classification ant colony algorithm for predicting gene ontology terms. In: Proc. 7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics (EvoBio-2009), APR 15-17, 2009, Tubingen, GERMANY. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Otero, Fernando E.B. and Freitas, Alex A. and Johnson, Colin G. (2009) Handling continuous attributes in ant colony classification algorithms. In: Proc. of the 2009 IEEE Symposium on Computational Intelligence in Data Mining (CIDM 2009), Mar 30-Apr 02, 2009, Nashville, TN,. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Otero, Fernando E.B. and Freitas, Alex A. and Johnson, Colin G. (2008) cAnt-Miner: an ant colony classification algorithm to cope with continuous attributes. In: Ant Colony Optimization and Swarm Intelligence (Proc. ANTS 2008), LNCS 5217, SEP 22-24, 2008, Brussels, BELGIUM. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Otero, Fernando E.B. and Silva, Monique M.S and Freitas, Alex A. and Nievola, Julio C. (2003) Genetic Programming for Attribute Construction in Data Mining. In: Ryan, Conor and Keijzer, Maarten and Poli, Riccardo and Soule, Terence and Tsang, Edward and Costa, Ernesto, eds. Lecture Notes In Computer Science. Lecture Notes in Computer Science, 2610. Springer-Verlag pp. 384-393. ISBN 3-540-00971-X.. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Otero, Fernando E.B. and Silva, Monique M.S and Freitas, Alex A. (2002) Genetic Programming for Attribute Construction in Data Mining. In: Proc Genetic and Evolutionary Computation Conf (GECCO-2002), 9-13 July 2002. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Otero, Fernando E.B. and Freitas, Alex A. (2000) Sumarizacao de textos usando algoritmos de classificacao. In: Proceedings of the 2000 International Symposium on Knowledge Management/Document Management (ISKM/DM-2000), 2000, Curitiba, Brazil. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Thesis

Otero, Fernando E.B. (2010) New ant colony optimisation algorithms for hierarchial classification of protein functions. Doctor of Philosophy (PhD) thesis, Computing. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Edited book

Terrazas, German and Otero, Fernando E.B. and Masegosa, Antonio D., eds. (2013) Nature Inspired Cooperative Strategies for Optimization (NICSO 2013). Studies in Computational Intelligence, 512 . Springer, 355 pp. ISBN 978-3-319-01691-7. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

This list was generated on Fri Aug 28 20:27:27 2015 BST.