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Record Nr. |
UNINA9910480040803321 |
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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 |
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Pubbl/distr/stampa |
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Providence, Rhode Island : , : American Mathematical Society, , [2007] |
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©2007 |
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ISBN |
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0-8218-8122-1 |
0-8218-4195-5 |
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Descrizione fisica |
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1 online resource (234 p.) |
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Collana |
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Contemporary mathematics, , 0271-4132 ; ; 443 |
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Disciplina |
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Soggetti |
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Machine theory |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references. |
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Nota di contenuto |
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""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"" |
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