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Number of items: 22.
Article
| Cerri, Ricardo and Pappa, Gisele L. and de Carvalho, Andre C.P.L.F. and Freitas, Alex A. (2015) An extensive evaluation of decision-tree based hierarchical multilabel classification methods and performance measures. Computational Intelligence, 31 (1). pp. 1-46. ISSN 1467-8640. E-ISSN 1467-8640. (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) |
| Basgalupp, Marcio P. and Barros, Rodrigo C. and de Carvalho, Andre C.P.L.F. and Freitas, Alex A. (2014) Evolving Decision Trees with Beam Search-based Initialization and Lexicographic Multi-Objective Evaluation. Information Sciences, 258 (1). pp. 160-181. ISSN 0020-0255. (doi:https://doi.org/10.1016/j.ins.2013.07.025) (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) |
| Barros, Rodrigo C. and Basgalupp, Marcio P. and Freitas, Alex A. and de Carvalho, Andre C.P.L.F. (2013) Automatic Design of Decision-Tree Algorithms with Evolutionary Algorithms. Evolutionary Computation, 21 (4). pp. 659-684. ISSN 1063-6560. (doi:https://doi.org/10.1162/EVCO_a_00101) (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) |
| Barros, Rodrigo C. and Basgalupp, Marcio P. and de Carvalho, Andre C.P.L.F. and Freitas, Alex A. (2012) A survey of evolutionary algorithms for decision-tree induction. IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews, 42 (3). pp. 291-312. ISSN 1094-6977. (doi:https://doi.org/10.1109/TSMCC.2011.2157494) (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) |
| Cerri, Ricardo and de Carvalho, Andre C.P.L.F. and Freitas, Alex A. (2011) Adapting non-hierarchical multilabel classification methods for hierarchical multilabel classification. Intelligent Data Analysis, 15 (6). pp. 182-196. ISSN 1088-467X. (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) |
| Hruschka, Eduardo Raul and Campello, Ricardo J. G. B. and Freitas, Alex A. and de Carvalho, Andre C.P.L.F. (2009) A survey of evolutionary algorithms for clustering. IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews, 39 (2). pp. 133-155. ISSN 1094-6977. (doi:https://doi.org/10.1109/TSMCC.2008.2007252) (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) |
| Basgalupp, Marcio P. and de Carvalho, Andre C.P.L.F. and Barros, Rodrigo C. and Ruiz, Duncan D. and Freitas, Alex A. (2009) Lexicographic multi-objective evolutionary induction of decision trees. International Journal of Bio-Inspired Computation, 1 (1/2). pp. 105-117. ISSN 1758-0366. (doi:https://doi.org/10.1504/IJBIC.2009.022779) (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) |
| de Carvalho, Andre C.P.L.F. and Fairhurst, Michael (1998) Applying adaptive logic networks to character recognition. Pattern Recognition Letters, 19 (5-6). pp. 469-473. ISSN 0167-8655. (doi:https://doi.org/10.1016/S0167-8655(98)00020-8) (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) |
| de Carvalho, Andre C.P.L.F. and Fairhurst, Michael and Bisset, D.L. (1994) An Integrated Boolean Neural-Network for Pattern-Classification. Pattern Recognition Letters, 15 (8). pp. 807-813. ISSN 0167-8655. (doi:https://doi.org/10.1016/0167-8655(94)90009-4) (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) |
| de Carvalho, Andre C.P.L.F. and Fairhurst, Michael and Bisset, D.L. (1994) Progressive Learning Algorithm for GSN Feedforward Neural Architectures. Electronics Letters, 30 (6). pp. 506-507. ISSN 0013-5194. (doi:https://doi.org/10.1049/el:19940326) (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) |
| de Carvalho, Andre C.P.L.F. and Fairhurst, Michael and Bisset, D.L. (1993) Classifying images using goal-seeking neural-network architectures. IEE Proceedings I: Communications Speech and Vision, 140 (1). pp. 12-18. ISSN 0956-3776. (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
| Basgalupp, Marcio P. and Barros, Rodrigo C. and de Carvalho, Andre C.P.L.F. and Freitas, Alex A. (2012) A beam search based decision tree induction algorithm. In: Kulkarni, Sachin, ed. UNSPECIFIED IGI Global, pp. 357-370. ISBN 978-1-4666-1835-0. (doi:https://doi.org/10.4018/978-1-4666-1833-6.ch020) (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) |
| de Carvalho, Andre C.P.L.F. and Freitas, Alex A. (2009) A tutorial on multi-label classification techniques. In: Abraham, Ajith and Hassanien, Aboul-Ella and Snasel, Vaclav, eds. Foundations of Computational Intelligence. Studies in Computational Intelligence 205, Vol. 5 . Springer, pp. 177-195. ISBN 978-3-642-01535-9. (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) |
| Freitas, Alex A. and de Carvalho, Andre C.P.L.F. (2007) A Tutorial on Hierarchical Classification with Applications in Bioinformatics. In: Taniar, David, ed. Research and Trends in Data Mining Technologies and Applications. Advances in Data Warehousing and Mining . IGI Publishing, USA, pp. 175-208. ISBN 1-59904-272-X. (Full text available) |
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Conference or workshop item
| Barros, Rodrigo C. and Cerri, Ricardo and Freitas, Alex A. and de Carvalho, Andre C.P.L.F. (2013) Probabilistic clustering for hierarchical multi-label classification of protein functions. In: Lecture Notes in Artificial Intelligence 8189. Springer, Berlin pp. 385-400. ISBN 978-3-642-40990-5. (doi:https://doi.org/10.1007/978-3-642-40991-2_25) (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) |
| Cerri, Ricardo and Barros, Rodrigo C. and de Carvalho, Andre C.P.L.F. and Freitas, Alex A. (2013) A grammatical evolution algorithm for the generation of hierarchical multi-label classification rules. In: Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC-2013). IEEE Press pp. 454-461. ISBN 978147990452. (doi:https://doi.org/10.1109/CEC.2013.6557604) (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) |
| Barros, Rodrigo C. and Basgalupp, Marcio P. and de Carvalho, Andre C.P.L.F. and Freitas, Alex A. (2012) A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms. In: Moore, Jason H. and Soule, Terence and Banzhaf, Wolfgang and Llora, Xavier and Auger, Anne and Ritchie, Marylyn and Ochoa, Gabriela and Rand, Bill and Bongard, Josh and Loiacono, Daniele and Mehnen, Joern and Davis, David, eds. Proceedings of 2012 Genetic and Evolutionary Computation Conference (GECCO). ACM Press pp. 1237-1244. ISBN 978-1-4503-1177-9. (doi:https://doi.org/10.1145/2330163.2330335) (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) |
| Barros, Rodrigo C. and de Carvalho, Andre C.P.L.F. and Basgalupp, Marcio P. and Freitas, Alex A. (2011) Towards the automatic design of decision tree induction algorithms. In: Proceedings of the GECCO-2011 First Workshop on Evolutionary Algorithms for Evolving Generic Algorithms. ACM Press pp. 182-196. ISBN 978-1-4503-0690-4. (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) |
| Barros, Rodrigo C. and Basgalupp, Marcio P. and Ruiz, Duncan D. and de Carvalho, Andre C.P.L.F. and Freitas, Alex A. (2010) Evolutionary model tree induction. In: Shin, D., ed. Applied Computing 2010: Proc. 25th Annual ACM Symposium on Applied Computing (SAC-2010). ACM Press pp. 182-196. ISBN 978-1-60558-638-0. (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) |
| Basgalupp, Marcio P. and Barros, Rodrigo C. and de Carvalho, Andre C.P.L.F. and Freitas, Alex A. and Ruiz, Duncan D. (2009) LEGAL-Tree: a lexicographic multi-objective genetic algorithm for decision tree induction. In: Shin, S.Y. and Ossowski, S. and Martins, P. and Menezes, R. and Virol, M. and Hong, J. and Shin, D. and Palakal, M.J. and Fritzke, U. and Crosby, M. and Haddad, H.M., eds. Proceedings of the 2009 ACM Symposium on Applied Computing. ACM Press pp. 1085-1090. ISBN 978-1-60558-166-8. (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) |
| Alves, Roberto T. and Delgado, Myriam and Camargo, F. and Benelli, E. and Freitas, Alex A. (2007) Discovering multi-label hierarchical classification rules for protein function prediction. In: Plastino, Alexandre and de Carvalho, Andre C.P.L.F. and Ramos, R. and Junior, W.M., eds. Proc. II Workshop em Algoritmos e Aplicacoes de Mineracao de Dados (Workshop on Algorithms and Applications of Data Mining). Sociedade Brasileira de Computacao pp. 87-90. ISBN 978-85-7669-135-8. (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) |
| de Carvalho, Andre C.P.L.F. and Fairhurst, Michael and Bisset, D.L. (1994) A Modular Boolean Architecture for Pattern Recognition. In: 1994 IEEE International Conference on Neural Networks. I E E E pp. 4349-4352. ISBN 0-7803-1901-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) |
