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020 _a9783642183027
_9978-3-642-18302-7
024 7 _a10.1007/978-3-642-18302-7
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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072 7 _aUYQ
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082 0 4 _a006.3
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245 1 0 _aTransactions on Rough Sets XIII
_h[electronic resource].
250 _a1st ed. 2011.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2011.
300 _aVIII, 277 p. 62 illus., 32 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTransactions on Rough Sets,
_x1861-2067 ;
_v6499
520 _aThe LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence. Volume XIII contains 14 papers which introduce a number of new advances in both the foundations and the applications of rough sets. These are mathematical structures of generalized rough sets in infinite universes, approximations of arbitrary binary relations, and attribute reduction in decision-theoretic rough sets. Methodological advances introduce rough set-based and hybrid methodologies for learning theory, attribution reduction, decision analysis, risk assessment, and data mining tasks such as classification and clustering. In addition, this volume contains regular articles on mining temporal software metrics data, C-GAME discretization method, perceptual tolerance intersection as an example of a near set operation and compression of spatial data with quadtree structures.
650 0 _aArtificial intelligence.
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650 0 _aDatabase management.
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650 0 _aInformation storage and retrieval systems.
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650 0 _aData mining.
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650 0 _aComputer vision.
_9136371
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aDiscrete mathematics.
_912873
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aDatabase Management.
_93157
650 2 4 _aInformation Storage and Retrieval.
_923927
650 2 4 _aData Mining and Knowledge Discovery.
_9136372
650 2 4 _aComputer Vision.
_9136373
650 2 4 _aDiscrete Mathematics in Computer Science.
_931837
710 2 _aSpringerLink (Online service)
_9136374
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783642183010
776 0 8 _iPrinted edition:
_z9783642183034
830 0 _aTransactions on Rough Sets,
_x1861-2067 ;
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_9136375
856 4 0 _uhttps://doi.org/10.1007/978-3-642-18302-7
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