MARC Record from marc_nuls

LEADER: 03896nam 2200361 a 4500
001 9922114390001661
005 20150423142410.0
008 060818s2006 nyua b 001 0 eng
020 $a038734294X (cased)
020 $a0387342966 (e-book)
024 3 $a9780387342948
029 1 $aOHX$bhar065017686
035 $a(CSdNU)u283754-01national_inst
035 $a(OCoLC)71163553
035 $a(OCoLC)71163553
040 $aUKM$cUKM$dBAKER$dOHX$dOrLoB-B
042 $aukblsr
049 $aCNUM
050 14 $aQA76.9.D343 $b D3764 2006
082 04 $a006.312$222
245 00 $aData mining and knowledge discovery approaches based on rule induction techniques /$ceditied by Evangelos Triantaphyllou, Giovanni Felici.
260 $aNew York, N.Y. :$b Springer,$c c2006.
300 $axlviii, 748 p. :$bill. ;$c25 cm.
440 0 $aMassive computing ;$v6
504 $aIncludes bibliographical references and index.
505 0 $aCh. 1. A common logic approach to data mining and pattern recognition / A. Zakrevskij -- Ch. 2. The one clause at a time (OCAT) approach to data mining and knowledge discovery / E. Triantaphyllou -- Ch. 3. An incremental learning algorithm for inferring logical rules from examples in the framework of the common reasoning process / X. Naidenova -- Ch. 4. Discovering rules that govern monotone phenomena / V. I. Torvik and E. Triantaphyllou -- Ch. 5. Learning logic formulas and related error distributions / G. Felici, F. Sun and K. Truemper -- Ch. 6. Feature selection for data mining / V. de Angelis, G. Felici and G. Mancinelli -- Ch. 7. Transformation of rational and set data to logic data / S. Bartnikowski, M. Granberry, J. Mugan and K. Truemper -- Ch. 8. Data farming : concepts and methods / A. Kusiak -- Ch. 9. Rule induction through discrete support vector decision trees / C. Orsenigo and C. Vercellis -- Ch. 10. Multi-attribute decision trees and decision rules / J.-Y. Lee and S. Olafsson -- Ch. 11. Knowledge acquisition and uncertainty in fault diagnosis : a rough sets perspective / L.-Y. Zhai, L.-P. Khoo and S.-C. Fok -- Ch. 12. Discovering knowledge nuggets with a genetic algorithm / E. Noda and A. A. Freitas -- Ch. 13. Diversity mechanisms in Pitt-style evolutionary classifier systems / M. Kirley, H. A. Abbass and R. I. McKay -- Ch. 14. Fuzzy logic in discovering association rules : an overview / G. Chen, Q. Wei and E. E. Kerre -- Ch. 15. Mining human interpretable knowledge with fuzzy modeling methods : an overview / T. W. Liao -- App. 1. A summary of grid partitioning methods for fuzzy modeling -- App. 2. A summary of fuzzy clustering methods for fuzzy modeling -- App. 3. A summary of GA methods for fuzzy modeling -- App. 4. A summary of neural network methods for fuzzy modeling -- App. 5. A summary of fuzzy decision tree methods for fuzzy modeling -- Ch. 16. Data mining from multimedia patient records / A. S. Elmaghraby, M. M. Kantardzic and M. P. Wachowiak -- Ch. 17. Learning to find context based spelling errors / H. Al-Mubaid and K. Truemper -- App. A. Construction of substitutions -- App. B. Construction of training and history texts -- App. C. Structure of characteristic vectors -- App. D. Classification of characteristic vectors -- Ch. 18. Induction and inference with fuzzy rules for textual information retrieval / J. Chen, D. H. Kraft, M. J. Martin-Bautista and M.-A. Vila -- Ch. 19. Statistical rule induction in the presence of prior information : the bayesian record linkage problem / D. H. Judson -- Ch. 20. Future trends in some data mining areas / X. Wang, P. Zhu, G. Felici and E. Triantaphyllou.
650 0 $aData mining.
700 1 $aTriantaphyllou, Evangelos.
700 1 $aFelici, Giovanni.
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999 $aQA 76.9 .D343 D3764 2006$wLC$c1$i31786102304059$lCIRCSTACKS$mNULS$rY $sY$tBOOK$u10/5/2006