An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms
Basgalupp, M. P., Barros, R. C., de Sá, A. G. C., Pappa, G. L., Mantovani, R. G., de Carvalho, A. C. P. L. F., Freitas, A. A.
Published in Evolutionary intelligence (01.12.2021)
Published in Evolutionary intelligence (01.12.2021)
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Journal Article
Hierarchical Multilabel Classification Using Top-Down Label Combination and Artificial Neural Networks
Cerri, R, de Carvalho, A C P L F
Published in 2010 Eleventh Brazilian Symposium on Neural Networks (01.10.2010)
Published in 2010 Eleventh Brazilian Symposium on Neural Networks (01.10.2010)
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Conference Proceeding
Improvements in the Partitions Selection Strategy for Set of Clustering Solutions
Sakata, T C, Faceli, K, de Souto, M C P, de Carvalho, A C P L F
Published in 2010 Eleventh Brazilian Symposium on Neural Networks (01.10.2010)
Published in 2010 Eleventh Brazilian Symposium on Neural Networks (01.10.2010)
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Conference Proceeding
A bottom-up oblique decision tree induction algorithm
Barros, R. C., Cerri, R., Jaskowiak, P. A., de Carvalho, A. C. P. L. F.
Published in 2011 11th International Conference on Intelligent Systems Design and Applications (01.11.2011)
Published in 2011 11th International Conference on Intelligent Systems Design and Applications (01.11.2011)
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Conference Proceeding
Using Meta-learning to Recommend Meta-heuristics for the Traveling Salesman Problem
Kanda, J. Y., de Carvalho, A. C. P. L. F., Hruschka, E. R., Soares, C.
Published in 2011 10th International Conference on Machine Learning and Applications and Workshops (01.12.2011)
Published in 2011 10th International Conference on Machine Learning and Applications and Workshops (01.12.2011)
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Conference Proceeding
Hierarchical multi-label classification for protein function prediction: A local approach based on neural networks
Cerri, R., Barros, R. C., de Carvalho, A. C. P. L. F.
Published in 2011 11th International Conference on Intelligent Systems Design and Applications (01.11.2011)
Published in 2011 11th International Conference on Intelligent Systems Design and Applications (01.11.2011)
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Conference Proceeding
Predicting execution time of machine learning tasks using metalearning
Priya, R., de Souza, B. F., Rossi, A. L. D., de Carvalho, A. C. P. L. F.
Published in 2011 World Congress on Information and Communication Technologies (01.12.2011)
Published in 2011 World Congress on Information and Communication Technologies (01.12.2011)
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Conference Proceeding
Classifier combination for vehicle silhouettes recognition
Prampero, P.S, De Carvalho, A.C.P.L
Published in 7th International Conference on Image Processing and its Applications (1999)
Published in 7th International Conference on Image Processing and its Applications (1999)
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Conference Proceeding
Computerized classification of breast lesions: shape and texture analysis using an artificial neural network
Ferrari, R.J, de Carvalho, A.C.P.L.F, Azevedo Marques, P.M, Frere, A.F
Published in 7th International Conference on Image Processing and its Applications (1999)
Published in 7th International Conference on Image Processing and its Applications (1999)
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Conference Proceeding