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Fuzzy regression functions with a noise cluster and the impact of outliers on mainstream machine learning methods in the regression setting

Srinivas Chakravarty, Haydar Demirhan, Furkan Başer

2020Applied Soft Computing45 citationsDOI

Topics & Concepts

Support vector machineOutlierComputer scienceArtificial intelligenceMachine learningRobust regressionCluster analysisKernel (algebra)Robustness (evolution)Fuzzy logicPattern recognition (psychology)Data miningMathematicsChemistryBiochemistryCombinatoricsGeneFuzzy Systems and OptimizationAdvanced Statistical Methods and ModelsAnomaly Detection Techniques and Applications
Fuzzy regression functions with a noise cluster and the impact of outliers on mainstream machine learning methods in the regression setting | Litcius