Items where Author, Editor or other role is "Otero, Fernando"

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Adegboye, Adesola, Kampouridis, Michael, Otero, Fernando E.B. (2022) Algorithmic trading with directional changes. Artificial Intelligence Review, 56 (6). pp. 5619-5644. ISSN 0269-2821. E-ISSN 1573-7462. (doi:10.1007/s10462-022-10307-0) (KAR id:99237)

Adegboye, Adesola Tolulope Noah (2022) Estimating Directional Changes Trend Reversal in Forex Using Machine Learning. Doctor of Philosophy (PhD) thesis, University of Kent,. (doi:10.22024/UniKent/01.02.94107) (KAR id:94107)

Adegboye, Adesola, Kampouridis, Michael, Otero, Fernando E.B. (2021) Improving trend reversal estimation in forex markets under a directional changes paradigm with classification algorithms. International Journal of Intelligent Systems, . ISSN 0884-8173. E-ISSN 1098-111X. (doi:10.1002/int.22601) (KAR id:89886)

Albinati, Julio, Oliveira, Samuel, Otero, Fernando E.B., Pappa, Gisele L. (2015) An ant colony-based semi-supervised approach for learning classification rules. Swarm Intelligence, 9 (4). pp. 315-341. ISSN 1935-3812. E-ISSN 1935-3820. (doi:10.1007/s11721-015-0116-8) (KAR id:52476)

Albinati, Julio, Pappa, Gisele L., Otero, Fernando E.B., Oliveira, Luiz Otávio V.B. (2015) The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems. In: Genetic Programming: 18th European Conference, EuroGP 2015 Copenhagen, Denmark, April 8–10, 2015 Proceedings. Genetic Programming. Lecture Notes in Computer Science . pp. 3-15. Springer, Cham, Switzerland ISBN 978-3-319-16500-4. E-ISBN 978-3-319-16501-1. (doi:10.1007/978-3-319-16501-1_1) (KAR id:48687)

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Bagriacik, Meryem, Otero, Fernando E.B. (2024) Multiple fairness criteria in decision tree learning. Applied Soft Computing, 167 . Article Number 112313. ISSN 1568-4946. E-ISSN 1872-9681. (doi:10.1016/j.asoc.2024.112313) (KAR id:107704)

Brookhouse, James (2018) Discovering Regression and Classification Rules with Monotonic Constraints Using Ant Colony Optimization. Doctor of Philosophy (PhD) thesis, University of Kent,. (KAR id:76774)

Brookhouse, James, Otero, Fernando E.B. (2018) Post-Processing Methods to Enforce Monotonic Constraints in Ant Colony Classification Algorithms. In: Proceedings of International Joint Conference on Neural Networks. 2018 International Joint Conference on Neural Networks (IJCNN). . pp. 1-8. IEEE, USA ISBN 978-1-5090-6015-3. E-ISBN 978-1-5090-6014-6. (doi:10.1109/IJCNN.2018.8489543) (KAR id:67177)

Brookhouse, James, Otero, Fernando E.B. (2016) Monotonicity in Ant Colony Classification Algorithms. In: Swarm Intelligence: Proceedings of 10th International Conference, ANTS 2016. 10th International Conference on Swarm Intelligence (ANTS 2016). Lecture Notes in Computer Science . pp. 137-148. Springer, Cham, Switzerland ISBN 978-3-319-44426-0. E-ISBN 978-3-319-44426-0. (doi:10.1007/978-3-319-44427-7_12) (KAR id:55662)

Brookhouse, James, Otero, Fernando E.B. (2016) Using an Ant Colony Optimization Algorithm for Monotonic Regression Rule Discovery. In: Genetic and Evolutionary Computation Conference (GECCO 2016), 20-24 July 2016, Denver, United States. (doi:10.1145/2908812.2908896) (KAR id:55191)

Brookhouse, James, Otero, Fernando E.B. (2015) Discovering Regression Rules with Ant Colony Optimization. In: Proceedings of the 2015 Genetic and Evolutionary Conference Companion (GECCO'15 Companion). . pp. 1005-1012. ACM Press (doi:10.1145/2739482.2768450) (KAR id:48689)

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: Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation. GECCO Genetic and Evolutionary Computation Conference . ACM, New York, USA, pp. 1117-1124. ISBN 978-1-4503-2881-4. (doi:10.1145/2598394.2605689) (KAR id:42144)

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Gypteau, Jeremie, Otero, Fernando E.B., Kampouridis, Michael (2015) Generating Directional Change Based Trading Strategies with Genetic Programming. In: 18th European Conference on Applications of Evolutionary Computation, EvoStar 2015. (doi:10.1007/978-3-319-16549-3_22) (KAR id:47345)

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Helal, Ayah, Otero, Fernando E.B. (2022) Data stream classification with ant colony optimisation. International Journal of Intelligent Systems, . ISSN 0884-8173. (doi:10.1002/int.22809) (KAR id:92827)

Helal, Ayah (2019) New Archive-Based Ant Colony Optimization Algorithms for Learning Predictive Rules from Data. Doctor of Philosophy (PhD) thesis, University of Kent,. (KAR id:80465)

Helal, Ayah, Brookhouse, James, Otero, Fernando E.B. (2018) Archive-Based Pheromone Model for Discovering Regression Rules with Ant Colony Optimization. In: 2018 IEEE Congress on Evolutionary Computation (CEC). . pp. 1-7. IEEE ISBN 978-1-5090-6018-4. E-ISBN 978-1-5090-6017-7. (doi:10.1109/CEC.2018.8477643) (KAR id:67178)

Helal, Ayah and Otero, Fernando E.B. (2017) Automatic design of ant-miner mixed attributes for classification rule discovery. In: Proceedings of the Genetic and Evolutionary Computation Conference. GECCO Genetic and Evolutionary Computation Conference . ACM, New York, USA, pp. 433-440. ISBN 978-1-4503-4920-8. (doi:10.1145/3071178.3071306) (KAR id:62176)

Helal, Ayah, Otero, Fernando E.B. (2016) A Mixed-Attribute Approach in Ant-Miner Classification Rule Discovery Algorithm. In: Proceedings of the 2016 Annual Conference on Genetic and Evolutionary Computation. . pp. 13-20. ACM Press (doi:10.1145/2908812.2908900) (KAR id:55150)

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Kamaleson, Nishanthan, Chu, Dominique, Otero, Fernando E.B. (2021) Automatic Information Extraction from Electronic Documents using Machine Learning. In: Lecture Notes in Computer Science. 41st SGAI International Conference on Artificial Intelligence, AI 2021, Cambridge, UK, December 14–16, 2021, Proceedings. 13101. pp. 183-194. Springer ISBN 978-3-030-91099-0. E-ISBN 978-3-030-91100-3. (doi:10.1007/978-3-030-91100-3_16) (KAR id:91696)

Kampouridis, Michael, Otero, Fernando E.B. (2017) Evolving Trading Strategies Using Directional Changes. Expert Systems with Applications, 73 . pp. 145-160. ISSN 0957-4174. (doi:10.1016/j.eswa.2016.12.032) (KAR id:59758)

Kampouridis, Michael, Otero, Fernando E.B. (2017) Heuristic procedures for improving the predictability of a genetic programming financial forecasting algorithm. Soft Computing, 21 (2). pp. 295-310. ISSN 1432-7643. E-ISSN 1433-7479. (doi:10.1007/s00500-015-1614-8) (KAR id:47287)

Kampouridis, Michael, Otero, Fernando E.B. (2013) Using attribute construction to improve the predictability of a GP financial forecasting algorithm. In: Conference on Technologies and Applications of Artificial Intelligence (TAAI 2013). . pp. 55-60. IEEE ISBN 978-1-4799-2528-5. E-ISBN 978-1-4799-2529-2. (doi:10.1109/TAAI.2013.24) (KAR id:42141)

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Lima, Helen C. S. C., Otero, Fernando E.B., Merschmann, Luiz H.C., Souza, Marcone J. F. (2021) A Novel Hybrid Feature Selection Algorithm for Hierarchical Classification. IEEE Access, 9 . pp. 127278-127292. ISSN 2169-3536. E-ISSN 2169-3536. (doi:10.1109/ACCESS.2021.3112396) (KAR id:90295)

Leroux, Claris, Otero, Fernando E.B., 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 Companion (GECCO’14 Companion). GECCO Genetic and Evolutionary Computation Conference . pp. 1149-1154. ACM, New York, USA ISBN 978-1-4503-2881-4. (doi:10.1145/2598394.2605691) (KAR id:42143)

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Mohamed, Ismail, Otero, Fernando E.B. (2022) A Performance Study of Multiobjective Particle Swarm Optimization Algorithms for Market Timing. In: 2022 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics (CIFEr): Proceedings. . IEEE ISBN 978-1-6654-4234-3. (doi:10.1109/CIFEr52523.2022.9776019) (KAR id:94913)

Misra, Gaurav, Migliavacca, Matteo, Otero, Fernando E.B. (2021) Behavioural User Identification from Clickstream Data for Business Improvement. In: Artificial Intelligence XXXVIII (SGAI-AI 2021). Lecture Notes in Computer Science . pp. 341-354. Springer ISBN 978-3-030-91099-0. E-ISBN 978-3-030-91100-3. (doi:10.1007/978-3-030-91100-3_27) (KAR id:91697)

Mohamed, Ismail and Otero, Fernando E.B. (2021) Building Market Timing Strategies Using Trend Representative Testing and Computational Intelligence Metaheuristics. In: Merelo, J and Garibaldi, J and Linares-Barranco, A and Warwick, K and Madani, K, eds. Computational Intelligence (IJCCI 2019). Studies in Computational Intelligence . Springer, pp. 29-54. ISBN 978-3-030-70593-0. E-ISBN 978-3-030-70594-7. (doi:10.1007/978-3-030-70594-7_2) (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided) (KAR id:92027)

Mohamed Anwar Abdelsalam Mohamed, Ismail (2021) Using Particle Swarm Optimization for Market Timing Strategies. Doctor of Philosophy (PhD) thesis, University of Kent,. (doi:10.22024/UniKent/01.02.87076) (KAR id:87076)

Mohamed, Ismail, Otero, Fernando E.B. (2020) A Multiobjective Optimization Approach for Market Timing. In: GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference. . pp. 22-30. ACM ISBN 978-1-4503-7128-5. (doi:10.1145/3377930.3390156) (KAR id:81041)

Mohamed, Ismail, Otero, Fernando E.B. (2019) Using Population-based Metaheuristics and Trend Representative Testing to Compose Strategies for Market Timing. In: Proceedings of the 11th International Joint Conference on Computational Intelligence. . pp. 59-69. SciTePress ISBN 978-989-758-384-1. (doi:10.5220/0008066100590069) (KAR id:77371)

Menendez, Hector, Otero, Fernando E.B., Camacho, David (2017) Extending the SACOC algorithm through the Nystrom method for Dense Manifold Data Analysis. International Journal of Bio-Inspired Computation, 10 (2). pp. 127-135. ISSN 1758-0366. E-ISSN 1758-0374. (doi:10.1504/IJBIC.2017.085894) (KAR id:53515)

Menendez, Hector, Otero, Fernando E.B., Camacho, David (2016) Medoid-based clustering using ant colony optimization. Swarm Intelligence, 10 (2). pp. 123-145. ISSN 1935-3812. E-ISSN 1935-3820. (doi:10.1007/s11721-016-0122-5) (KAR id:55374)

Menendez, Hector and Otero, Fernando E.B. and Camacho, David (2014) MACOC: a medoid-based ACO clustering algorithm. In: Swarm Intelligence 9th International Conference. Lecture Notes in Computer Science . Springer, Cham, Switzerland, pp. 122-133. ISBN 978-3-319-09951-4. E-ISBN 978-3-319-09952-1. (doi:10.1007/978-3-319-09952-1_11) (KAR id:42146)

Menendez, Hector and Otero, Fernando E.B. and Camacho, David (2014) SACOC: A spectral-based ACO clustering algorithm. In: Intelligent Distributed Computing VIII. Studies in Computational Intelligence . Springer, Cham, Switzerland, pp. 185-194. ISBN 978-3-319-10421-8. E-ISBN 978-3-319-10422-5. (doi:10.1007/978-3-319-10422-5_20) (KAR id:42145)

Medland, Matthew, Otero, Fernando E.B., Freitas, Alex A. (2012) Improving the cAnt-MinerPB Classification Algorithm. In: Dorigo, Marco and Birattari, Mauro and Blum, Christian and Christensen, Anders Lyhne and Engelbrecht, Andries P. and Groß, Roderich and Stützle, Thomas, eds. Swarm Intelligence. Lecture Notes in Computer Science , 7461. pp. 73-84. Springer Berlin Heidelberg ISBN 978-3-642-32649-3. (doi:10.1007/978-3-642-32650-9) (KAR id:30833)

Medland, Matthew, 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). . pp. 49-55. ACM Press (doi:10.1145/2330163.2330171) (KAR id:30801)

Moraglio, Alberto, Otero, Fernando E.B., Johnson, Colin G., Thompson, Simon, Freitas, Alex A. (2012) Evolving Recursive Programs using Non-recursive Scaffolding. In: Proceedings of the 2012 IEEE World Congress on Computational Intelligence. . pp. 1596-1603. (KAR id:30810)

Moraglio, Alberto, Otero, Fernando E.B., Johnson, Colin G. (2010) The ACO Encoding. In: Dorigo, Marco, ed. Swarm Intelligence - 7th International Conference (ANTS 2010). Lecture Notes in Computer Science 6234 . pp. 182-196. (doi:10.1007/978-3-642-15461-4_53) (KAR id:30631)

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Ovchinnik, Sergey, Otero, Fernando E.B., Freitas, Alex A. (2022) Nested Trees for Longitudinal Classification. In: SAC '22: Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing. . ACM ISBN 978-1-4503-8713-2. (doi:10.1145/3477314.3507240) (KAR id:92832)

Ovchinnik, Sergey, Otero, Fernando E.B., Freitas, Alex A. (2019) Monotonicity Detection and Enforcement in Longitudinal Classification. In: Bramer, Max and Petridis, Miltos, eds. Lecture Notes in Artificial Intelligence. Artificial Intelligence XXXVI: 39th SGAI International Conference on Artificial Intelligence, AI 2019 Cambridge, UK, December 17–19, 2019 Proceedings. 11927. Springer ISBN 978-3-030-34884-7. (doi:10.1007/978-3-030-34885-4_5) (KAR id:77372)

Oliveira, Luiz O.V.B. and Otero, Fernando E.B. and Pappa, Gisele L. (2018) A Generic Framework for Building Dispersion Operators in the Semantic Space. In: Genetic Programming Theory and Practice XIV. Genetic and Evolutionary Computation . Springer, pp. 179-195. ISBN 978-3-319-97088-2. E-ISBN 978-3-319-97087-5. (doi:10.1007/978-3-319-97088-2_12) (KAR id:59297)

Otero, Fernando E.B. (2017) MYRA: A Java Ant Colony Optimization Framework for Classification Algorithms. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion. GECCO Genetic and Evolutionary Computation Conference . ACM, New York, USA, pp. 1247-1254. ISBN 978-1-4503-4939-0. (doi:10.1145/3067695.3082471) (KAR id:62289)

Otero, Fernando E.B., Freitas, Alex A. (2016) Improving the Interpretability of Classification Rules Discovered by an Ant Colony Algorithm: Extended Results. Evolutionary Computation, 24 (3). pp. 385-409. ISSN 1063-6560. (doi:10.1162/EVCO_a_00155) (KAR id:49076)

Oliveira, Luiz O.V.B., Miranda, Luis F., Pappa, Gisele L., Otero, Fernando E.B., Takahashi, Ricardo H.C. (2016) Reducing Dimensionality to Improve Search in Semantic Genetic Programming. In: PPSN 2016: Parallel Problem Solving from Nature – PPSN XIV. Lecture Notes in Computer Science (LNCS) . pp. 375-385. Springer ISBN 978-3-319-45822-9. E-ISBN 978-3-319-45823-6. (doi:10.1007/978-3-319-45823-6_35) (KAR id:56211)

Oliveira, Luiz O.V.B., Otero, Fernando E.B., Pappa, Gisele L. (2016) A Dispersion Operator for Geometric Semantic Genetic Programming. In: Proceedings of the 2016 Annual Conference on Genetic and Evolutionary Computation. . pp. 773-780. ACM Press (doi:10.1145/2908812.2908923) (KAR id:55156)

Oliveira, Luiz Otavio V.B., Otero, Fernando E.B., Miranda, Luis F., Pappa, Gisele L. (2016) Revisiting the Sequential Symbolic Regression Genetic Programming. In: 2016 5th Brazilian Conference on Intelligent Systems (BRACIS). . pp. 163-168. IEEE ISBN 978-1-5090-3567-0. E-ISBN 978-1-5090-3566-3. (doi:10.1109/BRACIS.2016.039) (KAR id:59290)

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. E-ISBN 978-3-319-16030-6. (doi:10.1007/978-3-319-16030-6_5) (KAR id:42149)

Otero, Fernando E.B. and Kampouridis, Michael (2014) A Comparative Study on the Use of Classification Algorithms in Financial Forecasting. In: Applications of Evolutionary Computation 17th European Conference. Lecture Notes in Computer Science . Springer-Verlag, Berlin, Germany, pp. 276-287. ISBN 978-3-662-45522-7. E-ISBN 978-3-662-45523-4. (doi:10.1007/978-3-662-45523-4_23) (KAR id:42142)

Otero, Fernando E.B., Masegosa, Antonio D., Terrazas, Germán (2014) Thematic issue on advances in nature inspired cooperative strategies for optimization. Memetic Computing, 6 (3). pp. 147-148. ISSN 1865-9284. E-ISSN 1865-9292. (doi:10.1007/s12293-014-0140-z) (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) (KAR id:42349)

Terrazas, German and Otero, Fernando E.B. and Masegosa, Antonio D., eds. (2013) Nature Inspired Cooperative Strategies for Optimization (NICSO 2013). 1. Studies in Computational Intelligence, 512 . Springer, 355 pp. ISBN 978-3-319-01691-7. E-ISBN 978-3-319-01692-4. (doi:10.1007/978-3-319-01692-4) (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) (KAR id:42148)

Otero, Fernando E.B., Freitas, Alex A. (2013) Improving the interpretability of classification rules discovered by an ant colony algorithm. In: Improving the interpretability of classification rules discovered by an ant colony algorithm. . pp. 73-80. ACM Press., New York, NY, USA. ISBN 978-1-4503-1963-8. (doi:10.1145/2463372.2463382) (KAR id:34827)

Otero, Fernando E.B., Johnson, Colin G. (2013) Automated Problem Decomposition for the Boolean Domain with Genetic Programming. In: 16th European Conference on Genetic Programming (EuroGP 2013). Lecture Notes in Computer Science . pp. 169-180. Springer ISBN 978-3-642-37206-3. E-ISBN 978-3-642-37207-0. (doi:10.1007/978-3-642-37207-0_15) (KAR id:42138)

Otero, Fernando E.B., Freitas, Alex A., 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 1089-778X. (doi:10.1109/TEVC.2012.2185846) (KAR id:34305)

Otero, Fernando E.B., Castle, Tom, 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). . ACM Press, Philadelphia (doi:10.1145/2330784.2330800) (KAR id:30796)

Otero, Fernando E.B., Freitas, Alex A., Johnson, Colin G. (2012) Inducing decision trees with an ant colony optimization algorithm. Applied Soft Computing, 12 (11). pp. 3615-3626. ISSN 1568-4946. (doi:10.1016/j.asoc.2012.05.028) (KAR id:30832)

Otero, Fernando E.B., Johnson, Colin G., Freitas, Alex A., Thompson, Simon (2010) Refactoring in Automatically Generated Programs. In: 2nd International Symposium on Search Based Software Engineering, 7-9th September 2010, Benevento, Italy. (KAR id:71014)

Otero, Fernando E.B., Freitas, Alex A., 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. (doi:10.1007/s12293-010-0045-4) (KAR id:30634)

Otero, Fernando E.B. (2010) New ant colony optimisation algorithms for hierarchial classification of protein functions. Doctor of Philosophy (PhD) thesis, Computing. (doi:10.22024/UniKent/01.02.30694) (KAR id:30694)

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, Founda . Springer, Berlin, pp. 339-357. ISBN 3-642-01535-2. (doi:10.1007/978-3-642-01536-6_13) (KAR id:24127)

Otero, Fernando E.B., Freitas, Alex A., 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). . pp. 225-231. IEEE ISBN 978-1-4244-2765-9. (doi:10.1109/CIDM.2009.4938653) (KAR id:24089)

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: Pizzuti, C. and Ritchie, M.D. and Giacobini, M., eds. Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics 7th European Conference. Lecture Notes in Computer Science, Lectur . Springer, Berlin, Germany, pp. 68-79. ISBN 978-3-642-01183-2. E-ISBN 978-3-642-01184-9. (doi:10.1007/978-3-642-01184-9_7) (KAR id:24128)

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: Dorigo, Marco, ed. Ant Colony Optimization and Swarm Intelligence 6th International Conference. Lecture Notes in Computer Science . Springer, Berlin, Germany, pp. 48-59. ISBN 978-3-540-87526-0. E-ISBN 978-3-540-87527-7. (doi:10.1007/978-3-540-87527-7_5) (KAR id:24014)

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. Genetic Programming 6th European Conference. Lecture Notes in Computer Science . Springer, Berlin, Germany, pp. 384-393. ISBN 978-3-540-00971-9. E-ISBN 978-3-540-36599-0. (doi:10.1007/3-540-36599-0_36) (KAR id:13990)

Otero, Fernando E.B. and Silva, Monique M.S and Freitas, Alex A. (2002) Genetic Programming for Attribute Construction in Data Mining. In: Proceedings of the 4th Annual Conference on Genetic and Evolutionary Computation. Morgan Kaufmann, San Francisco, California, USA, p. 1270. ISBN 1-55860-878-8. (KAR id:13765)

Otero, Fernando E.B., Freitas, Alex A. (2000) Sumarizacao de textos usando algoritmos de classificacao. In: Lethelier, E. and Bortolozzi, F. and Weber, K.C. and Pereira, H., eds. Proceedings of the 2000 International Symposium on Knowledge Management/Document Management (ISKM/DM-2000). . pp. 347-357. Editora Universitaria Champagnat (PUCPR), Curitiba, Brazil (KAR id:21897)

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Santos, Valeria, Otero, Fernando E.B., Johnson, Colin G., Osorio, Fernando, Toledo, Claudio (2020) Exploratory Path Planning for Mobile Robots in Dynamic Environments with Ant Colony Optimization. In: GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference. . ACM ISBN 978-1-4503-7128-5. (doi:10.1145/3377930.3390219) (KAR id:81040)

Santos, Valeria, Otero, Fernando E.B., Johnson, Colin G., Osorio, Fernando, Toledo, Claudio (2016) Exploratory Path Planning Using the Max-Min Ant System Algorithm. In: 2016 IEEE Congress on Evolutionary Computation (CEC 2016). . pp. 4229-4235. E-ISBN 978-1-5090-0623-6. (doi:10.1109/CEC.2016.7744327) (KAR id:55108)

Salama, Khalid M., Abdelbar, Ashraf M., Otero, Fernando E.B. (2015) Investigating Evaluation Measures in Ant Colony Algorithms for Learning Decision Tree Classifiers. In: 2015 IEEE Symposium Series on Computational Intelligence. 2015 IEEE Symposium Series on Computational Intelligence. . pp. 1146-1153. IEEE ISBN 978-1-4799-7560-0. (doi:10.1109/SSCI.2015.164) (KAR id:51226)

Salama, Khalid M., Otero, Fernando E.B. (2014) Learning Multi-Tree Classification Models with Ant Colony Optimization. In: Proceedings of the International Conference on Evolutionary Computation Theory and Applications. . pp. 38-48. INSTICC Press ISBN 978-989-758-052-9. (doi:10.5220/0005071300380048) (KAR id:42147)

Salama, Khalid M., 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 (CEC). . pp. 900-907. IEEE ISBN 978-1-4799-0453-2. E-ISBN 978-1-4799-0454-9. (doi:10.1109/CEC.2013.6557663) (KAR id:42139)

Salama, Khalid M., Abdelbar, Ashraf M., Otero, Fernando E.B., 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. (doi:10.1016/j.asoc.2012.07.026) (KAR id:34346)

Salama, Khalid M. and Otero, Fernando E.B. (2012) Exploring Different Functions for Heuristics, Discretization, and Rule Quality Evaluation in Ant-Miner. In: Swarm Intelligence 8th International Conference. Lecture Notes in Computer Science . Springer, Berlin, Germany, pp. 344-345. ISBN 978-3-642-32649-3. E-ISBN 978-3-642-32650-9. (doi:10.1007/978-3-642-32650-9_38) (KAR id:71273)

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Vaseux, Loic, Otero, Fernando E.B., Castle, Tom, Johnson, Colin G. (2013) Event-based graphical monitoring in the EpochX genetic programming framework. In: 15th International Conference on Genetic and Evolutionary Computation Companion (GECCO’13 Companion). . pp. 1309-1316. (doi:10.1145/2464576.2482710) (KAR id:42140)