MARC Record from Library of Congress

LEADER: 04128cam a22003014a 4500
001 2002025130
003 DLC
005 20080306084754.0
008 020225s2002 gw a b 000 0 eng
010 $a 2002025130
020 $a379081461X
040 $aDLC$cDLC$dDLC
042 $apcc
050 00 $aQA76.9.D343$bD3837 2002
082 00 $a006.3$221
245 00 $aData mining, rough sets, and granular computing /$cTsau Young Lin, Yiyu Y. Yao, Lotfi A. Zadeh, editors.
260 $aHeidelberg ;$aNew York :$bPhysica-Verlag,$cc2002.
300 $aix, 536 p. :$bill. ;$c24 cm.
440 0 $aStudies in fuzziness and soft computing ;$vv. 95
504 $aIncludes bibliographical references.
505 8 $aMachine generated contents note: Preface V -- T.Y. Lin, Y.Y. Yao and L.A. Zadeh -- PART 1: GRANULAR COMPUTING - A NEW PARADIGM -- Some Reflections on Information Granulation and its Centrality -- in Granular Computing, Computing with Words, the Computational -- Theory of Perceptions and Precisiated Natural Language 3 -- L.A. Zadeh -- PART 2: GRANULAR COMPUTING IN DATA MINING -- Data Mining Using Granular Computing: Fast Algorithms for Finding -- Association Rules 23 -- T.Y. Lin and E. Louie -- Knowledge Discovery with Words Using Cartesian Granule Features: -- An Analysis for Classification Problems 46 -- J.G. Shanahan -- Validation of Concept Representation with Rule Induction and -- Linguistic Variables 91 -- S. Tsumoto -- Granular Computing Using Information Tables 102 -- Y.Y. Yao and N. Zhong -- A Query-Driven Interesting Rule Discovery Using -- Association and Spanning Operations 125 -- J.P. Yoon and L. Kerschberg -- PART 3: DATA MINING -- An Interactive Visualization System for Mining -- Association Rules 145 -- J. Han, N. Cercone and X. Hu -- Algorithms for Mining System Audit Data 166 -- W. Lee, S.J. Stolfo and K.W. Mok -- Scoring and Ranking the Data Using Association Rules 190 -- B. Liu, Y. Ma and C.K. Wong -- Finding Unexpected Patterns in Data 216 -- B. Padmanabhan and A. Tuzhilin -- Discovery of Approximate Knowledge in Medical Databases -- Based on Rough Set Model 232 -- S. Tsumoto -- PART 4: GRANULAR COMPUTING -- Observability and the Case of Probability 249 -- C. Alsina, J. Jacas and E. Trillas -- Granulation and Granularity via Conceptual Structures: -- A Perspective From the Point of View of Fuzzy Concept Lattices 265 -- R. Belohlavek -- Granular Computing with Closeness and Negligibility Relations 290 -- D. Dubois, A. Hadj-Ali and H. Prade -- Application of Granularity Computing to Confirm Compliance with -- Non-Proliferation Treaty 308 -- A. Fattah, V. Pouchkarev, A.Belenki, -- A.Ryjov and L.A. Zadeh -- Basic Issues of Computing with Granular Probabilities 339 -- G.J. Klir -- Multi-dimensional Aggregation of Fuzzy Numbers -- Through the Extension Principle 350 -- G. Mayor, A.R. de Soto, J. Suiier and E. Trillas -- On Optimal Fuzzy Information Granulation 364 -- A. Ryjov -- Ordinal Decision Making with a Notion of Acceptable: -- Denoted Ordinal Scales 398 -- R.R. Yager -- A Framework for Building Intelligent Information-Processing Systems -- Based on Granular Factor Space 414 -- F. Yu and C. Huang -- PART 5: ROUGH SETS AND GRANULAR COMPUTING -- GRS: A Generalized Rough Sets Model 447 -- X. Hu, N. Cercone, J. Han and W. Ziarko -- Structure of Upper and Lower Approximation Spaces of Infinite Sets 461 -- D.S. Malik and J.N. Mordeson -- Indexed Rough Approximations, A Polymodal System, and -- Generalized Possibility Measures 474 -- S. Miyamoto -- Granularity, Multi-valued Logic, Bayes' Theorem and Rough Sets 487 -- Z. Pawlak -- The Generic Rough Set Inductive Logic Programming (gRS-ILP) -- Model 499 -- A. Siromoney and K. Inoue -- Possibilistic Data Analysis and Its Similarity to Rough Sets 518 -- H. Tanaka and P. Guo.
650 0 $aData mining.
650 0 $aSoft computing.
700 1 $aLin, Tsau Y.,$d1937-
700 1 $aYao, Yiyu.
700 1 $aZadeh, Lotfi Asker.
856 41 $3Table of contents$uhttp://www.loc.gov/catdir/toc/fy031/2002025130.html
856 42 $3Publisher description$uhttp://www.loc.gov/catdir/enhancements/fy0813/2002025130-d.html