Fuzzy rough feature selection using a robust non-linear vague quantifier for ordinal classification

Rough sets

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Toward a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic

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Class Noise vs. Attribute Noise: A Quantitative Study

Xingquan Zhu, Xindong Wu · Artificial Intelligence Review · 2004 · 896 citations

Computing, Data Science, Machine Learning +13

Rough approximation of a preference relation by dominance relations

Salvatore Greco, Benedetto Matarazzo, Roman Słowiński · European Journal of Operational Research · 1999 · 540 citations

Business, Decision Sciences, Decision Analysis +13

A study of the effect of different types of noise on the precision of supervised learning techniques

David Nettleton, Albert Orriols-Puig, Albert Fornells · Artificial Intelligence Review · 2010 · 458 citations

Computing, Computer Science, Data Science +14