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This book constitutes the thoroughly refereed conference proceedings of the 14th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC 2013, held in Halifax, Canada in October 2013 as one of the co-located conference of the 2013 Joint Rough Set Symposium, JRS 2013. The 69 papers (including 44 regular and 25 short papers) included in the JRS proceedings (LNCS 8170 and LNCS 8171) were carefully reviewed and selected from 106 submissions. The papers in this volume cover topics such as inconsistency, incompleteness, non-determinism; fuzzy and rough hybridization; granular computing and covering-based rough sets; soft clustering; image and medical data analysis.
This volume presents cutting-edge research in the intersection of rough sets, fuzzy sets, data mining, and granular computing. The proceedings from the 14th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing (RSFDGrC 2013) showcase a rigorous selection of 69 papers, carefully reviewed from over 100 submissions. These papers explore critical areas such as handling inconsistency, incompleteness, and non-determinism in data, alongside advancements in fuzzy and rough hybridization techniques. The research also delves into granular computing, covering-based rough sets, soft clustering, and their applications in image and medical data analysis.
This collection of papers from the 2013 RSFDGrC conference offers a snapshot of active research in advanced computational intelligence techniques. The rigorous selection process, with 69 papers chosen from 106 submissions, suggests a high standard of presented work. The topics covered, including data inconsistency, fuzzy-rough hybridization, and granular computing, indicate a focus on theoretical advancements and practical applications in fields like image and medical data analysis. The inclusion of both regular and short papers provides a broad overview of current trends and specific problem-solving approaches within the community.
Page Count:
412
Publication Date:
2013-01-01
ISBN-10:
3642412173
ISBN-13:
9783642412172
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