LEADER 04576nam 22005655 450 001 9910254343303321 005 20240117234318.0 010 $a3-319-54966-9 024 7 $a10.1007/978-3-319-54966-8 035 $a(CKB)3850000000027373 035 $a(DE-He213)978-3-319-54966-8 035 $a(MiAaPQ)EBC5576408 035 $a(PPN)200509748 035 $a(EXLCZ)993850000000027373 100 $a20170428d2017 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aThriving Rough Sets$b[electronic resource] $e10th Anniversary - Honoring Professor Zdzis?aw Pawlak's Life and Legacy & 35 Years of Rough Sets /$fedited by Guoyin Wang, Andrzej Skowron, Yiyu Yao, Dominik ?l?zak, Lech Polkowski 205 $a1st ed. 2017. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017. 215 $a1 online resource (X, 439 p. 52 illus., 19 illus. in color.) 225 1 $aStudies in Computational Intelligence,$x1860-9503 ;$v708 311 $a3-319-54965-0 327 $aPart 1: Historical Review of Professor Zdzis?aw Paw?ak and Rough Set -- The Born and Growing of Chinese Rough Set Community with Help of Professor Zdzis?aw Paw?ak -- Zdzis?aw Paw?ak as I Saw Him and Remember Him Now -- Recent Development of Rough Computing: A Scientometrics View -- Part 2: Review of Rough Set Research -- Rough Sets, Rough Mereology and Uncertainty -- Rough Sets in Machine Learning: A Review -- Application of Tolerance Rough Sets in Structured and Unstructured Text Categorization: A Survey -- Medical Diagnosis: Rough Set View -- Rough Set Analysis of Imprecise Classes -- Paw?ak?s Many Valued Information System, Non-deterministic Information System, and a Proposal of New Topics on Information Incompleteness Toward the Actual Application -- Part 3: Rough Set Theory -- From Information Systems to Interactive Information Systems -- Back to the Beginnings: Paw?ak's Definitions of the Terms Information System and Rough Set -- Knowledge and Consequence in AC Semantics for General Rough Sets -- Measuring Soft Roughness of Soft Rough Sets Induced by Covering -- Rough search of vague knowledge -- Vagueness and Uncertainty: An F-Rough Set Perspective -- Directions of Use of the Paw?ak's Approach to Conflict Analysis -- Lattice Structure of Variable Precision Rough Sets -- Part 4: Rough Set Based Data Mining -- Mining for Actionable Knowledge in Tinnitus Datasets -- Rough-Granular Computing for Relational Data -- The Boosting and Bootstrap Ensembles for the Pair Classifier Based on the Dual Indiscernibility Matrix. 330 $aThis special book is dedicated to the memory of Professor Zdzis?aw Pawlak, the father of rough set theory, in order to commemorate both the 10th anniversary of his passing and 35 years of rough set theory. The book consists of 20 chapters distributed into four sections, which focus in turn on a historical review of Professor Zdzis?aw Pawlak and rough set theory; a review of the theory of rough sets; the state of the art of rough set theory; and major developments in rough set based data mining approaches. Apart from Professor Pawlak?s contributions to rough set theory, other areas he was interested in are also included. Moreover, recent theoretical studies and advances in applications are also presented. The book will offer a useful guide for researchers in Knowledge Engineering and Data Mining by suggesting new approaches to solving the problems they encounter. 410 0$aStudies in Computational Intelligence,$x1860-9503 ;$v708 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aComputational Intelligence 606 $aArtificial Intelligence 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 676 $a006.3 702 $aWang$b Guoyin$f1970-$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSkowron$b Andrzej$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aYao$b Yiyu$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $a?l?zak$b Dominik$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPolkowski$b Lech$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910254343303321 996 $aThriving Rough Sets$92138054 997 $aUNINA