MARC Record from marc_nuls

LEADER: 03585cam 22004214a 4500
001 9920022230001661
005 20150423124010.0
008 070629s2008 flua b 001 0 eng
010 $a 2007027465
019 $a144216838
020 $a9781584888789 (alk. paper)
020 $a1584888784 (alk. paper)
035 $a(CSdNU)u317577-01national_inst
035 $a(OCoLC)154309055
035 $a(OCoLC)154309055
035 $a(OCoLC)154309055$z(OCoLC)144216838
040 $aDLC$cDLC$dBAKER$dBTCTA$dC#P$dYDXCP$dOrLoB-B
049 $aCNUM
050 04 $aQA76.9.D3$bC64 2008
082 00 $a005.74$222
245 00 $aComputational methods of feature selection /$cedited by Huan Liu, Hiroshi Motoda.
260 $aBoca Raton :$bChapman & Hall/CRC,$cc2008.
300 $a419 p. :$bill. ;$c25 cm.
440 0 $aChapman & Hall/CRC data mining and knowledge discovery series
504 $aIncludes bibliographical references and index.
505 0 $aI. Introduction and Background -- 1. Less Is More / Huan Liu and Hiroahi Motoda -- 2. Unsupervised Feature Selection / Jennifer G. Dy -- 3. Randomized Feature Selection / David J. Stracuzzi -- 4. Causal Feature Selection / Isabelle Guyon, Constantin Aliferis and Andre Elisseeff -- II. Extending Feature Selection -- 5. Active Learning of Feature Relevance / Emanuele Olivetti, Sriharsha Veeramachaneni and Paolo Avesani -- 6. A Study of Feature Extraction Techniques Based on Decision Border Estimate / Claudia Diamantini and Domenico Potena -- 7. Ensemble-Based Variable Selection Using Independent Probes / Eugene Tuu, Alexander Borisov and Kari Torkkola -- 8. Efficient Incremental-Ranked Feature Selection in Massive Data / Roberto Ruiz, Jesus S. Aguilar-Ruiz and Jose C. Riquelme -- III. Weighting and Local Methods -- 9. Non-Myopic Feature Quality Evaluation with (R)ReliefF / Igor Kononenko and Marko Robnik Sikonja -- 10. Weighting Method for Feature Selection in K-Means / Joshua Zhexue Huang, Jun Xu, Michael Ng and Yunming Ye -- 11. Local Feature Selection for Classification / Carlotta Domeniconi and Dimitrios Gunopulos -- 12. Feature Weighting through Local Learning / Yijun Sun -- IV. Text Classification and Clustering -- 13. Feature Selection for Text Classification / George Forman -- 14. A Bayesian Feature Selection Score Based on Naive Bayes Models / Susana Eyheramendy and David Madigan -- 15. Pairwise Constraints-Guided Dimensionality Reduction / Wei Tang and Shi Zhong -- 16. Aggressive Feature Selection by Feature Ranking / Masoud Makrehchi and Mohamed S. Kamel -- V. Feature Selection in Bioinformatics -- 17. Feature Selection for Genomic Data Analysis / Lei Yu -- 18. A Feature Generation Algorithm with Applications to Biological Sequence Classification / Rezarta Islamaj Dogan, Lise Getoor and W. John Wilbur -- 19. An Ensemble Method for Identifying Robust Features for Biomarker Discovery / Diana Chan, Susan M. Bridges and Shane C. Burgess -- 20. Model Building and Feature Selection with Genomic Data / Hui Zou and Trevor Hastie.
650 0 $aDatabase management.
650 0 $aData mining.
650 0 $aMachine learning.
700 1 $aLiu, Huan,$d1958-
700 1 $aMotoda, Hiroshi.
938 $aBaker & Taylor$bBKTY$c89.95$d89.95$i1584888784$n0006976858$sactive
938 $aBaker and Taylor$bBTCP$nBK0006976858
938 $aYBP Library Services$bYANK$n2585246
947 $fSOET-TEC$hCIRCSTACKS$p$89.95$q1
949 $aQA 76.9.D3 C64 2008$i31786102225320
994 $a92$bCNU
999 $aQA 76.9 .D3 C64 2008$wLC$c1$i31786102225320$lCIRCSTACKS$mNULS$rY$sY $tBOOK$u1/15/2008