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Thriving Rough Sets: 10th Anniversary - Honoring Professor Zdzisaw Pawlak's Life and Legacy & 35 Years of Rough Sets 1st ed. 2017 [Kõva köide]

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  • Formaat: Hardback, 439 pages, kõrgus x laius: 235x155 mm, kaal: 7981 g, 19 Illustrations, color; 33 Illustrations, black and white; X, 439 p. 52 illus., 19 illus. in color., 1 Hardback
  • Sari: Studies in Computational Intelligence 708
  • Ilmumisaeg: 05-May-2017
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319549650
  • ISBN-13: 9783319549651
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  • Formaat: Hardback, 439 pages, kõrgus x laius: 235x155 mm, kaal: 7981 g, 19 Illustrations, color; 33 Illustrations, black and white; X, 439 p. 52 illus., 19 illus. in color., 1 Hardback
  • Sari: Studies in Computational Intelligence 708
  • Ilmumisaeg: 05-May-2017
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319549650
  • ISBN-13: 9783319549651
Teised raamatud teemal:
This special book is dedicated to the memory of Professor Zdzislaw 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 Zdzislaw 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.
Part 1: Historical Review of Professor Zdzisaw Pawak and Rough Set.-
The Born and Growing of Chinese Rough Set Community with Help of Professor
Zdzisaw Pawak.- Zdzisaw Pawak 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.-
Pawaks 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: Pawak'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 Pawak'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.