Dynamic ensemble algorithm post-selection using Hardness-aware Oracle von Cordeiro, Paulo R. G., Cavalcanti, George D. C., Cruz, Rafael M. O.

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META-DES: A dynamic ensemble selection framework using meta-learning von Cruz, Rafael M.O., Sabourin, Robert, Cavalcanti, George D.C., Ing Ren, Tsang

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Feature representation selection based on Classifier Projection Space and Oracle analysis von Cruz, Rafael M.O., Cavalcanti, George D.C., Tsang, Ing Ren, Sabourin, Robert

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Meta-Scaler: A Meta-Learning Framework for the Selection of Scaling Techniques von de Amorim, Lucas B. V., Cavalcanti, George D. C., Cruz, Rafael M. O.

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Resampling strategies for imbalanced regression: a survey and empirical analysis von Avelino, Juscimara G., Cavalcanti, George D. C., Cruz, Rafael M. O.

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Security Relevant Methods of Android's API Classification: A Machine Learning Empirical Evaluation von Rodrigues, Walber M., Walmsley, Felipe N., Cavalcanti, George D. C., Cruz, Rafael M. O.

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Fault distance estimation for transmission lines with dynamic regressor selection von Ensina, Leandro A., Oliveira, Luiz E. S. de, Cruz, Rafael M. O., Cavalcanti, George D. C.

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Prototype selection for dynamic classifier and ensemble selection von Cruz, Rafael M. O., Sabourin, Robert, Cavalcanti, George D. C.

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A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification von Souza, Victor L.F., Oliveira, Adriano L.I., Cruz, Rafael M.O., Sabourin, Robert

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Meta-learning recommendation of default size of classifier pool for META-DES von Roy, Anandarup, Cruz, Rafael M.O., Sabourin, Robert, Cavalcanti, George D.C.

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Visible-Infrared Person Re-Identification Using Privileged Intermediate Information von Alehdaghi, Mahdi, Josi, Arthur, Cruz, Rafael M. O., Granger, Eric

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Dynamic classifier selection: Recent advances and perspectives von Cruz, Rafael M.O., Sabourin, Robert, Cavalcanti, George D.C.

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The choice of scaling technique matters for classification performance von de Amorim, Lucas B.V., Cavalcanti, George D.C., Cruz, Rafael M.O.

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META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection von Cruz, Rafael M.O., Sabourin, Robert, Cavalcanti, George D.C.

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A study on combining dynamic selection and data preprocessing for imbalance learning von Roy, Anandarup, Cruz, Rafael M.O., Sabourin, Robert, Cavalcanti, George D.C.

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Fake news detection: Taxonomy and comparative study von Farhangian, Faramarz, Cruz, Rafael M.O., Cavalcanti, George D.C.

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A scalable dynamic ensemble selection using fuzzy hyperboxes von Davtalab, Reza, Cruz, Rafael M.O., Sabourin, Robert

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A dynamic multiple classifier system using graph neural network for high dimensional overlapped data von Souza, Mariana A., Sabourin, Robert, Cavalcanti, George D.C., Cruz, Rafael M.O.

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A multi-task approach for contrastive learning of handwritten signature feature representations von Viana, Talles B., Souza, Victor L.F., Oliveira, Adriano L.I., Cruz, Rafael M.O., Sabourin, Robert

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Online local pool generation for dynamic classifier selection von Souza, Mariana A., Cavalcanti, George D.C., Cruz, Rafael M.O., Sabourin, Robert

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