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Lieferstatus:	i.d.R. innert 7-14 Tagen versandfertig
Veröffentlichung:	Dezember 2010
Genre:	Naturwissensch., Medizin, Technik
	angewandte informatik / Angewandte Mathematik / Application software / Applications of Mathematics / Applied computing / Applied mathematics / Bildverarbeitung / C / Computer and Information Systems Applications / Computer Applications / Computer Imaging, Vision, Pattern Recognition and Graphics / Computer Vision / engineering / Engineering mathematics / Information technology# general issues / Mathematical and Computational Engineering / Mathematical and Computational Engineering Applications / Optical data processing mehr...
ISBN:	9783642056147
EAN-Code:	9783642056147
Verlag:	Springer EN
Einband:	Kartoniert
Sprache:	English
Serie:	#125 - Studies in Fuzziness and Soft Computing
Dimensionen:	H 235 mm / B 155 mm / D
Gewicht:	492 gr
Seiten:	300
Illustration:	XV, 300 p.
Zus. Info:	EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025.
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

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.