Yao Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing

Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing

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15th International Conference, RSFDGrC 2015, Tianjin, China, November 20-23, 2015, Proceedings

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Beschreibung

This book constitutes the refereed conference proceedings of the 15th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC 2015, held in Tianjin, China in November 2015 as one of the co-located conference of the 2015 Joint Rough Set Symposium, JRS 2015.

The 44 papers were carefully reviewed and selected from 97 submissions. The papers in this volume cover topics such as rough sets: the experts speak; generalized rough sets; rough sets and graphs; rough and fuzzy hybridization; granular computing; data mining and machine learning; three-way decisions; IJCRS 2015 data challenge.


This book constitutes the refereed conference proceedings of the 15th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC 2015, held in Tianjin, China in November 2015 as one of the co-located conference of the 2015 Joint Rough Set Symposium, JRS 2015.

The 44 papers were carefully reviewed and selected from 97 submissions. The papers in this volume cover topics such as rough sets: the experts speak; generalized rough sets; rough sets and graphs; rough and fuzzy hybridization; granular computing; data mining and machine learning; three-way decisions; IJCRS 2015 data challenge.


Includes supplementary material: sn.pub/extras

Autor*in

Yiyu Yao

Themen in »Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing«

Approximation Big data Decision tables Machine learning Soft computing Covering-based rough sets Cyber-physical systems Deep learning Ensemble methods Feature extraction Fuzzy and rough hybridization Game Theoretic rough sets Granular computing Image analysis

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Details

ISBN: 9783319257822
Verlag: Springer International Publishing
Erscheinung: 22.11.2015

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