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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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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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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Automatic learning of pre-miRNAs from different species von O N Lopes, Ivani de, Schliep, Alexander, de L F de Carvalho, André P

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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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Cell toxicity by ricin and elucidation of mechanism of Ricin inactivation von Meneguelli de Souza, L.C., Carvalho, L.P. de, Araújo, J.S., Melo, E.J.T. de, Machado, O.L.T.

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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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Fast matrix multiplication via compiler‐only layered data reorganization and intrinsic lowering von Kuzma, Braedy, Korostelev, Ivan, Carvalho, João P. L., Moreira, José E., Barton, Christopher, Araujo, Guido, Amaral, José Nelson

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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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BioAutoML: automated feature engineering and metalearning to predict noncoding RNAs in bacteria von Bonidia, Robson P, Santos, Anderson P Avila, de Almeida, Breno L S, Stadler, Peter F, da Rocha, Ulisses N, Sanches, Danilo S, de Carvalho, André C P L F

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Vectorizing divergent control flow with active-lane consolidation on long-vector architectures von Praharenka, Wyatt, Pankratz, David, De Carvalho, João P. L., Amiri, Ehsan, Amaral, José Nelson

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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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CRISPRloci: comprehensive and accurate annotation of CRISPR–Cas systems von Alkhnbashi, Omer S, Mitrofanov, Alexander, Bonidia, Robson, Raden, Martin, Tran, Van Dinh, Eggenhofer, Florian, Shah, Shiraz A, Öztürk, Ekrem, Padilha, Victor A, Sanches, Danilo S, de Carvalho, André C P L F, Backofen, Rolf

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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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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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A Survey of Evolutionary Algorithms for Decision-Tree Induction von Barros, R. C., Basgalupp, M. P., de Carvalho, A. C. P. L. F., Freitas, A. A.

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Compiling for the IBM Matrix Engine for Enterprise Workloads von de Carvalho, Joao P. L., Moreira, Jose E., Amaral, Jose Nelson

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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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