The discriminant power of RNA features for pre-miRNA recognition von Lopes, Ivani de O N, Schliep, Alexander, de Carvalho, André C P de L F

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Reduction strategies for hierarchical multi-label classification in protein function prediction von Cerri, Ricardo, Barros, Rodrigo C, P L F de Carvalho, André C, Jin, Yaochu

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Novelty detection in data streams von Faria, Elaine R., Gonçalves, Isabel J. C. R., de Carvalho, André C. P. L. F., Gama, João

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Information Theory for Biological Sequence Classification: A Novel Feature Extraction Technique Based on Tsallis Entropy von Bonidia, Robson P, Avila Santos, Anderson P, de Almeida, Breno L S, Stadler, Peter F, Nunes da Rocha, Ulisses, Sanches, Danilo S, de Carvalho, André C P L F

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Reconstructing commuters network using machine learning and urban indicators von Spadon, Gabriel, Carvalho, Andre C. P. L. F. de, Rodrigues-Jr, Jose F., Alves, Luiz G. A.

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CRISPRcasIdentifier: Machine learning for accurate identification and classification of CRISPR-Cas systems von Padilha, Victor A, Alkhnbashi, Omer S, Shah, Shiraz A, de Carvalho, André C P L F, Backofen, Rolf

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MathFeature: feature extraction package for DNA, RNA and protein sequences based on mathematical descriptors von Bonidia, Robson P, Domingues, Douglas S, Sanches, Danilo S, de Carvalho, André C P L F

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Spectral methods for graph clustering – A survey von Nascimento, Mariá C.V., de Carvalho, André C.P.L.F.

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An empirical analysis of binary transformation strategies and base algorithms for multi-label learning von Rivolli, Adriano, Read, Jesse, Soares, Carlos, Pfahringer, Bernhard, de Carvalho, André C. P. L. F.

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Forecasting financial market structure from network features using machine learning von Castilho, Douglas, Souza, Thársis T. P., Kang, Soong Moon, Gama, João, de Carvalho, André C. P. L. F.

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A review on the combination of binary classifiers in multiclass problems von Lorena, Ana Carolina, de Carvalho, André C. P. L. F., Gama, João M. P.

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Ensembles of label noise filters: a ranking approach von Garcia, Luís P. F., Lorena, Ana C., Matwin, Stan, de Carvalho, André C. P. L. F.

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Evolutionary computing in recommender systems: a review of recent research von Horváth, Tomáš, de Carvalho, André C. P. L. F.

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An intelligent and generic approach for detecting human emotions: a case study with facial expressions von Mano, Leandro Y., Faiçal, Bruno S., Gonçalves, Vinícius P., Pessin, Gustavo, Gomes, Pedro H., de Carvalho, André C. P. L. F., Ueyama, Jó

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Enhancing multilabel classification for food truck recommendation von Rivolli, Adriano, Soares, Carlos, Carvalho, André C. P. L. F.

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Data stream clustering: A survey von Silva, Jonathan A., Faria, Elaine R., Barros, Rodrigo C., Hruschka, Eduardo R., Carvalho, André C. P. L. F. de, Gama, João

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Automatic Design of Decision-Tree Algorithms with Evolutionary Algorithms von Barros, Rodrigo C., Basgalupp, Márcio P., de Carvalho, André C. P. L. F., Freitas, Alex A.

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Adaptive Positive Selection for Keystroke Dynamics von Pisani, Paulo Henrique, Lorena, Ana Carolina, de Carvalho, André C. P. L. F.

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Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms von Gomes Mantovani, Rafael, Horváth, Tomáš, Rossi, André L. D., Cerri, Ricardo, Barbon Junior, Sylvio, Vanschoren, Joaquin, Carvalho, André C. P. L. F. de

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Bringing robustness against adversarial attacks von Pereira, Gean T., de Carvalho, André C. P. L. F.

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