LEADER 03993nam 2200673Ia 450 001 996465628403316 005 20200520144314.0 010 $a1-280-38551-0 010 $a9786613563439 010 $a3-642-11479-2 024 7 $a10.1007/978-3-642-11479-3 035 $a(CKB)2670000000003402 035 $a(SSID)ssj0000355646 035 $a(PQKBManifestationID)11267525 035 $a(PQKBTitleCode)TC0000355646 035 $a(PQKBWorkID)10339130 035 $a(PQKB)10221121 035 $a(DE-He213)978-3-642-11479-3 035 $a(MiAaPQ)EBC3065009 035 $a(Au-PeEL)EBL3065009 035 $a(CaPaEBR)ebr10361984 035 $a(CaONFJC)MIL356343 035 $a(OCoLC)567359229 035 $a(BIP)028484405 035 $a(PPN)149054920 035 $a(EXLCZ)992670000000003402 100 $a20080805d2010 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 00$aTransactions on rough sets XI$b[electronic resource] /$fJames F. Peters, Andrzej Skowron (eds.) 205 $a1st ed. 2010. 210 $aBerlin $cSpringer-Verlag$dc2010 215 $a1 online resource (IX, 189 p.) 225 1 $aLecture notes in computer science,$x1861-2059 ;$v5946 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-11478-4 320 $aIncludes bibliographical references and author index. 327 $aMining Numerical Data ? A Rough Set Approach -- Definability and Other Properties of Approximations for Generalized Indiscernibility Relations -- Variable Consistency Bagging Ensembles -- Classical and Dominance-Based Rough Sets in the Search for Genes under Balancing Selection -- Satisfiability Judgement under Incomplete Information -- Irreducible Descriptive Sets of Attributes for Information Systems -- Computational Theory Perception (CTP), Rough-Fuzzy Uncertainty Analysis and Mining in Bioinformatics and Web Intelligence: A Unified Framework -- Decision Rule-Based Data Models Using TRS and NetTRS ? Methods and Algorithms -- A Distributed Decision Rules Calculation Using Apriori Algorithm -- Decision Table Reduction in KDD: Fuzzy Rough Based Approach. 330 $aThe LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence. The 10 articles contained in this volume introduce a number of advances in the foundations and applications of rough sets. The topics covered include calculus of attribute-value pairs useful in mining numerical data; definability and coalescence of approximations; a variable consistency generalization approach to bagging, controlled by measures of consistency;the use of classical and dominance-based rough sets in the search for genes; judgement about satisfiability with incomplete information; irreducible descriptive sets of attributes for information systems useful in the design of concurrent data models; computational theory of perceptions (CTP) and its characteristics and relation with fuzzy-granulation; methods and algorithms of Net-processing; and decision table reduction methods based on fuzzy rough sets. 410 0$aLecture notes in computer science ;$v5946. 606 $aRough sets 606 $aSet theory 610 $aSet Theory 610 $aMathematics 615 0$aRough sets. 615 0$aSet theory. 676 $a006.3 701 $aPeters$b James F$0555283 701 $aSkowron$b Andrzej$0895878 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465628403316 996 $aTransactions on rough sets XI$93422164 997 $aUNISA