LEADER 02756nam 2200565 450 001 9910480040803321 005 20180327115852.0 010 $a0-8218-8122-1 010 $a0-8218-4195-5 035 $a(CKB)3240000000069969 035 $a(EBL)3113416 035 $a(SSID)ssj0000629403 035 $a(PQKBManifestationID)11393301 035 $a(PQKBTitleCode)TC0000629403 035 $a(PQKBWorkID)10735697 035 $a(PQKB)10081756 035 $a(MiAaPQ)EBC3113416 035 $a(PPN)197107702 035 $a(EXLCZ)993240000000069969 100 $a20070620h20072007 uy| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aPrediction and discovery $eAMS-IMS-SIAM Joint Summer Research Conference, Machine and Statistical Learning : Prediction and Discovery, June 25-29, 2006, Snowbird, Utah /$fJoseph Stephen Verducci, Xiaotong Shen, John Lafferty, editors 210 1$aProvidence, Rhode Island :$cAmerican Mathematical Society,$d[2007] 210 4$dİ2007 215 $a1 online resource (234 p.) 225 1 $aContemporary mathematics,$x0271-4132 ;$v443 300 $aDescription based upon print version of record. 320 $aIncludes bibliographical references. 327 $a""Contents""; ""On transductive support vector machines""; ""A note on robust kernel principal component analysis""; ""The Lq support vector machine""; ""On multicategory truncated-hinge-loss support vector machines""; ""A robust hybrid of lasso and ridge regression""; "" A gradient descent algorithm for LASSO""; ""Additive regression trees and smoothing splines - predictive modeling and interpretation in data mining""; ""Estimation of atom prevalence for optimal prediction""; ""Precise statements of convergence for AdaBoost and arc-gv""; ""Ensemble-learning by model-based spatial averaging"" 327 $a""Automatic bias correction methods in semi-supervised learning""""Variable selection for model-based high-dimensional clustering""; ""Semi-supervised learning via constraints""; ""Objective measures for association pattern analysis"" 410 0$aContemporary mathematics (American Mathematical Society) ;$vv. 443. 606 $aMachine theory$vCongresses 608 $aElectronic books. 615 0$aMachine theory 676 $a006.3/1 702 $aVerducci$b Joseph S. 702 $aShen$b Xiaotong$f1964- 702 $aLafferty$b John 712 12$aAMS-IMS-SIAM Joint Summer Research Conference Machine and Statistical Learning : Prediction and Discovery 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910480040803321 996 $aPrediction and discovery$92108737 997 $aUNINA