An overview on the roles of fuzzy set techniques in big data processing: Trends, challenges and opportunities

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• 作者：Hai Wang^a ; ^{wanghai17@sina.com} ; Zeshui Xu^a ; ^b ; ^{xuzeshui@263.net} ; Witold Pedrycz^c ; ^d ; ^e ; ^{wpedrycz@ualberta.ca}
• 关键词：Big data ; Data-intensive science ; Fuzzy sets ; Fuzzy logic ; Granular computing
• 刊名：Knowledge-Based Systems
• 出版年：2017
• 出版时间：15 February 2017
• 年：2017
• 卷：118
• 期：Complete
• 页码：15-30
• 全文大小：974 K
• 卷排序：118

文摘

Summarize which fuzzy techniques have emerged in big data problems. Review when and why fuzzy techniques work in big data. Present a critical analysis on the contributions. Review the big data challenges and their relevance to fuzzy techniques. Propose potential opportunities to guide further developments.