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[null,"1.","Record Nr.",null,"UNINA9910480040803321"]
[null,null,"Titolo",null,"Prediction and discovery : AMS-IMS-SIAM Joint Summer Research Conference, Machine and Statistical Learning : Prediction and Discovery, June 25-29, 2006, Snowbird, Utah / / Joseph Stephen Verducci, Xiaotong Shen, John Lafferty, editors"]
[null,null,"Pubbl/distr/stampa",null,"Providence, Rhode Island : , : American Mathematical Society, , [2007]"]
[{"$nulls":4},"©2007"]
[null,null,"ISBN",null,"0-8218-8122-1"]
[{"$nulls":4},"0-8218-4195-5"]
[null,null,"Descrizione fisica",null,"1 online resource (234 p.)"]
[null,null,"Collana",null,"Contemporary mathematics, , 0271-4132 ; ; 443"]
[null,null,"Disciplina",null,"006.3/1"]
[null,null,"Soggetti",null,"Machine theory"]
[{"$nulls":4},"Electronic books."]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Description based upon print version of record."]
[null,null,null,"Nota di bibliografia","Includes bibliographical references."]
[null,null,"Nota di contenuto",null,"\"\"Contents\"\"; \"\"On transductive support vector machines\"\"; \"\"A note on robust kernel principal component analysis\"\"; \"\"The Lq support vector machine\"\"; \"\"On multicategory truncated-hinge-loss support vector machines\"\"; \"\"A robust hybrid of lasso and ridge regression\"\"; \"\" A gradient descent algorithm for LASSO\"\"; \"\"Additive regression trees and smoothing splines - predictive modeling and interpretation in data mining\"\"; \"\"Estimation of atom prevalence for optimal prediction\"\"; \"\"Precise statements of convergence for AdaBoost and arc-gv\"\"; \"\"Ensemble-learning by model-based spatial averaging\"\""]
[{"$nulls":4},"\"\"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\"\""]