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On the usefulness of one-class classifier ensembles for decomposition of multi-class problems.

, , и . Pattern Recognit., 48 (12): 3969-3982 (2015)

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Petra Wozniak

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On Robust Computation of Tensor Classifiers Based on the Higher-Order Singular Value Decomposition., и . CSOC (2), том 465 из Advances in Intelligent Systems and Computing, стр. 193-201. Springer, (2016)Analyzing the oversampling of different classes and types of examples in multi-class imbalanced datasets., , и . Pattern Recognit., (2016)Employing Decision Templates to Imbalanced Data Classification., и . HAIS, том 12344 из Lecture Notes in Computer Science, стр. 120-131. Springer, (2020)Dynamic Classifier Selection for Data with Skewed Class Distribution Using Imbalance Ratio and Euclidean Distance., и . ICCS (4), том 12140 из Lecture Notes in Computer Science, стр. 59-73. Springer, (2020)Clustering-Based Ensemble Pruning and Multistage Organization Using Diversity., и . HAIS, том 11734 из Lecture Notes in Computer Science, стр. 287-298. Springer, (2019)Imbalanced Data Classification Based on Feature Selection Techniques., и . IDEAL (2), том 11315 из Lecture Notes in Computer Science, стр. 296-303. Springer, (2018)Experiments on simultaneous combination rule training and ensemble pruning algorithm., и . CIEL, стр. 1-6. IEEE, (2014)Reacting to different types of concept drift with adaptive and incremental one-class classifiers., и . CYBCONF, стр. 30-35. IEEE, (2015)Weighted Naïve Bayes Classifier with Forgetting for Drifting Data Streams., и . SMC, стр. 2147-2152. IEEE, (2015)Leveraging Ensemble Pruning for Imbalanced Data Classification., и . SMC, стр. 439-444. IEEE, (2018)