000 04812nam a22005655i 4500
001 978-3-319-54966-8
003 DE-He213
005 20220801220928.0
007 cr nn 008mamaa
008 170428s2017 sz | s |||| 0|eng d
020 _a9783319549668
_9978-3-319-54966-8
024 7 _a10.1007/978-3-319-54966-8
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aTEC009000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aThriving Rough Sets
_h[electronic resource] :
_b10th Anniversary - Honoring Professor Zdzisław Pawlak's Life and Legacy & 35 Years of Rough Sets /
_cedited by Guoyin Wang, Andrzej Skowron, Yiyu Yao, Dominik Ślęzak, Lech Polkowski.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aX, 439 p. 52 illus., 19 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 _aStudies in Computational Intelligence,
_x1860-9503 ;
_v708
505 0 _aPart 1: Historical Review of Professor Zdzisław Pawłak and Rough Set -- The Born and Growing of Chinese Rough Set Community with Help of Professor Zdzisław Pawłak -- Zdzisław Pawłak 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 -- Pawłak’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: Pawłak'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 Pawłak'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.
520 _aThis special book is dedicated to the memory of Professor Zdzisław 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 Zdzisław 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.
650 0 _aComputational intelligence.
_97716
650 0 _aArtificial intelligence.
_93407
650 1 4 _aComputational Intelligence.
_97716
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aWang, Guoyin.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_953162
700 1 _aSkowron, Andrzej.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_953163
700 1 _aYao, Yiyu.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_953164
700 1 _aŚlęzak, Dominik.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_953165
700 1 _aPolkowski, Lech.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_953166
710 2 _aSpringerLink (Online service)
_953167
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319549651
776 0 8 _iPrinted edition:
_z9783319549675
776 0 8 _iPrinted edition:
_z9783319855332
830 0 _aStudies in Computational Intelligence,
_x1860-9503 ;
_v708
_953168
856 4 0 _uhttps://doi.org/10.1007/978-3-319-54966-8
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c79097
_d79097