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Tackling the problem of classification with noisy data using Multiple Classifier Systems: Analysis of the performance and robustness.

, , , and . Inf. Sci., (2013)

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SRCS: Statistical Ranking Color Scheme for Visualizing Parameterized Multiple Pairwise Comparisons with R., and . R J., 7 (2): 89 (2015)Tackling the problem of noisy IoT sensor data in smart agriculture: Regression noise filters for enhanced evapotranspiration prediction., , and . Expert Syst. Appl., 237 (Part B): 121608 (March 2024)Managing Borderline and Noisy Examples in Imbalanced Classification by Combining SMOTE with Ensemble Filtering., , , and . IDEAL, volume 8669 of Lecture Notes in Computer Science, page 61-68. Springer, (2014)Fuzzy Rule Based Classification Systems versus crisp robust learners trained in presence of class noise's effects: A case of study., , and . ISDA, page 1229-1234. IEEE, (2011)On the suitability of stacking-based ensembles in smart agriculture for evapotranspiration prediction., , and . Appl. Soft Comput., (2021)Dataset Weighting via Intrinsic Data Characteristics for Pairwise Statistical Comparisons in Classification., , and . HAIS, volume 11734 of Lecture Notes in Computer Science, page 61-72. Springer, (2019)Tackling label noise with multi-class decomposition using fuzzy one-class support vector machines., , and . FUZZ-IEEE, page 915-922. IEEE, (2016)ANCES: A novel method to repair attribute noise in classification problems., and . Pattern Recognit., (2022)KSUFS: A Novel Unsupervised Feature Selection Method Based on Statistical Tests for Standard and Big Data Problems., and . IEEE Access, (2019)Tackling the problem of classification with noisy data using Multiple Classifier Systems: Analysis of the performance and robustness., , , and . Inf. Sci., (2013)