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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Rough Set Theory and Granular Computing

Rough Set Theory and Granular Computing

Hirano, Shoji
Inuiguchi, Masahiro
Tsumoto, Shusaku

Paperback

Series: Studies in Fuzziness and Soft Computing, Book 125

General ComputersGeneral MathematicsProgramming

ISBN10: 3642056148
ISBN13: 9783642056147
Publisher: Springer Nature
Published: Dec 6 2010
Pages: 300
Weight: 0.99
Height: 0.67 Width: 6.14 Depth: 9.21
Language: English
After 20 years of pursuing rough set theory and its applications a look on its present state and further prospects is badly needed. The monograph Rough Set Theory and Granular Computing edited by Masahiro Inuiguchi, Shoji Hirano and Shusaku Tsumoto meets this demand. It presents the newest developments in this area and gives fair picture of the state of the art in this domain. Firstly, in the keynote papers by Zdzislaw Pawlak, Andrzej Skowron and Sankar K. Pal the relationship of rough sets with other important methods of data analysis -Bayes theorem, neuro computing and pattern recognitio- is thoroughly examined. Next, several interesting generalizations of the the- ory and new directions of research are presented. Furthermore application of rough sets in data mining, in particular, rule induction methods based on rough set theory is presented and discussed. Further important issue dis- cussed in the monograph is rough set based data analysis, including study of decisions making in conflict situations. Last but not least, some recent engi- neering applications of rough set theory are given. They include a proposal of rough set processor architecture organization for fast implementation of ba- sic rough set operations and discussion of results concerning advanced image processing for unmanned aerial vehicle. Thus the monograph beside presenting wide spectrum of ongoing research in this area also points out new emerging areas of study and applications, which makes it a valuable source of information to all interested in this do- main.

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