| 000 -LEADER |
|---|
| fixed length control field |
02184nmm a2200193Ia 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
230306s9999||||xx |||||||||||||||||und|| |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780821881224 (online) |
| 245 #0 - TITLE STATEMENT |
|---|
| Title |
Prediction and discovery : |
| Remainder of title |
AMSIMSSIAM Joint Summer Research Conference, Machine and Statistical Learning : Prediction and Discovery, June 2529, 2006, Snowbird, Utah |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Providence, R.I. : |
| Name of publisher, distributor, etc. |
American Mathematical Society, |
| Date of publication, distribution, etc. |
c2007 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (vi, 226 p. : ill.) |
| 490 ## - SERIES STATEMENT |
|---|
| Series statement |
Contemporary mathematics |
| Volume/sequential designation |
v. 443 |
| International Standard Serial Number |
10983627 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references. |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Title |
Introduction ; On transductive support vector machines ; A note on robust kernel principal component analysis ; The |
| -- |
_q |
| -- |
support vector machine ; On multicategory truncatedhingeloss 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 arcgv ; Ensemblelearning by modelbased spatial averaging ; Automatic bias correction methods in semisupervised learning ; Variable selection for modelbased highdimensional clustering ; Semisupervised learning via constraints ; Objective measures for association pattern analysis |
| Statement of responsibility |
Joe Verducci and Xiaotong Shen ; Junhui Wang Xiaotong Shen and Wei Pan ; Xinwei Deng Ming Yuan and Agus Sudjianto ; Yufeng Liu Hao Helen Zhang Cheolwoo Park and Jeongyoun Ahn ; Yichao Wu and Yufeng Liu ; Art B Owen ; Yongdai Kim Yuwon Kim and Jinseog Kim ; Bin Li and Prem K Goel ; Ernest Parfait Fokoue ; Cynthia Rudin Robert E Schapire and Ingrid Daubechies ; Keith Marsolo Srinivasan Parthasarathy Michael Twa and Mark Bullimore ; Hui Zou Ji Zhu Saharon Rosset and Trevor Hastie ; Sijian Wang and Ji Zhu ; Wei Pan and Xiaotong Shen ; Michael Steinbach PangNing Tan Hui Xiong and Vipin Kumar |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Machine theory |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Lafferty John |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Shen Xiaotong |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Verducci Joseph S |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="http://www.ams.org/conm/443/">http://www.ams.org/conm/443/</a> |
