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Number of items: 11.
Article
Paes, Bruno C. and Plastino, Alexandre and Freitas, Alex A. (2012) Improving local per level hierarchical classification. Journal of Information and Data Management, 3 (3). pp. 394-409. ISSN 2178-7107. (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) |
Pereira, Rafael B. and Plastino, Alexandre and Zadrozny, Bianca and Merschmann, Luiz Henrique de Campos and Freitas, Alex A. (2011) Improving lazy attribute selection. Journal of Information and Data Management, 2 (3). pp. 182-196. ISSN 2178-7107. (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) |
Pereira, Rafael B. and Plastino, Alexandre and Zadrozny, Bianca and Merschmann, Luiz Henrique de Campos and Freitas, Alex A. (2011) Lazy Attribute selection: Choosing attributes at classification time. Intelligent Data Analysis, 15 (5). 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) |
Plastino, Alexandre and Fuchshuber, Richard and Martins, Simone de L. and Freitas, Alex A. and Salhi, Said (2011) A hybrid data mining metaheuristic for the p-median problem. Statistical Analysis & Data Mining Journal, 4 (3). pp. 313-335. (doi:https://doi.org/10.1002/sam.10116) (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
Freitas, Alex A. and Pinto Junior, Jony A. and Plastino, Alexandre and Neumann, Nadine M. (2018) Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation. In: Annals of the National Meeting of Artificial and Computational Intelligence (ENIAC). pp. 94-103. (doi:https://doi.org/10.5753/eniac.2018.4407) (Full text available) |
da Silva, P.N. and Plastino, Alexandre and Freitas, Alex A. (2018) A Novel Genetic Algorithm for Feature Selection in Hierarchical Feature Spaces. In: Proceedings of the SIAM International Conference on Data Mining (SDM18). pp. 738-746. E-ISBN 978-1-61197-532-1. (doi:https://doi.org/10.1137/1.9781611975321.83) (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) |
Martire, I. and da Silva, P.N. and Plastino, Alexandre and Fabris, Fabio and Freitas, Alex A. (2017) A novel probabilistic Jaccard distance measure for classification of sparse and uncertain data. In: Proceedings of the 5th Symposium on Knowledge Discovery, Mining and Learning (KDMiLe). pp. 81-88. (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) |
Goncalves, E.C. and Plastino, Alexandre and Freitas, Alex A. (2015) Simpler is better: a novel genetic algorithm to induce compact multi-label chain classifiers. In: Proceedings of the 2015 Conference on Genetic and Evolutionary Computation Conference (GECCO-2015). ACM Press pp. 559-566. ISBN 978-1-4503-3472-3. (Full text available) |
Goncalves, E.C. and Plastino, Alexandre and Freitas, Alex A. (2013) A Genetic Algorithm for Optimizing the Label Ordering in Multi-Label Classifier Chains. In: Proceedings of the 2013 25th IEEE International Conference on Tools with Artificial Intelligence (ICTAI). IEEE Computer Society Conference Publishing Services (CPS) pp. 469-476. ISBN 978-1-4799-2971-9. (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) |
Salhi, Said and Plastino, Alexandre and Fonseca, Erick R. and Martins, Simone de L. and Freitas, Alex A. and Luis, Martino and Fuchshuber, Richard (2009) Hybrid data mining metaheuristic for the p median problem. In: SIAM conference, April-May 2009, Sparks, Nevada. (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) |