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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



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Titolo: 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 Visualizza cluster
Pubblicazione: Providence, Rhode Island : , : American Mathematical Society, , [2007]
©2007
Descrizione fisica: 1 online resource (234 p.)
Disciplina: 006.3/1
Soggetto topico: Machine theory
Soggetto genere / forma: Electronic books.
Persona (resp. second.): VerducciJoseph S.
ShenXiaotong <1964->
LaffertyJohn
Note generali: Description based upon print version of record.
Nota di bibliografia: Includes bibliographical references.
Nota di contenuto: ""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""
""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""
Titolo autorizzato: Prediction and discovery  Visualizza cluster
ISBN: 0-8218-8122-1
0-8218-4195-5
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910480040803321
Lo trovi qui: Univ. Federico II
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Serie: Contemporary mathematics (American Mathematical Society) ; ; v. 443.