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03737cam a22005055i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
7915667 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20210827151557.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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m d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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090716s2009 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783642260773 |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.1007/978-3-642-03999-7 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(WaSeSS)ssj0000316259 |
| 038 ## - RECORD CONTENT LICENSOR |
|---|
| Staff Name |
khadija |
| 040 ## - CATALOGING SOURCE |
|---|
| Modifying agency |
WaSeSS |
| Transcribing agency |
. |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
TA329-348 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
TA640-643 |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
TBJ |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
MAT003000 |
| Source |
bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3 |
| Edition number |
23 |
| Author Mark |
APP |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Okun, Oleg. |
| Relator term |
editor. |
| 9 (RLIN) |
81800 |
| 210 10 - ABBREVIATED TITLE |
|---|
| Abbreviated title |
Applications of Supervised and Unsupervised Ensemble Methods |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Applications of Supervised and Unsupervised Ensemble Methods / |
| Statement of responsibility, etc. |
edited by Oleg Okun, Giorgio Valentini. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Studies in Computational Intelligence, |
| International Standard Serial Number |
1860-949X ; |
| Volume/sequential designation |
245 |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
An Ensemble Pruning Primer -- Evade Hard Multiple Classifier Systems -- A Personal Antispam System Based on a Behaviour-Knowledge Space Approach -- Weighted Decoding ECOC for Facial Action Unit Classification -- Prediction of Gene Function Using Ensembles of SVMs and Heterogeneous Data Sources -- Partitioner Trees for Classification: a New Ensemble Method -- Disturbing Neighbors Diversity for Decision Forests -- Improving Supervised Learning with Multiple Clusterings -- The Neighbors Voting Algorithm and Its Applications -- Clustering Ensembles with Active Constraints -- Verifiable Ensembles of Low-Dimensional Submodels for Multi-Class Problems with Imbalanced Misclassification Costs -- Independent Data Model Selection for Ensemble Dispersion Forecasting -- Integrating Liknon Feature Selection and Committee Training -- Evaluating Hybrid Ensembles for Intelligent Decision Support for Intensive Care. |
| 506 ## - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
License restrictions may limit access. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
This book contains the extended papers presented at the 2nd Workshop on Supervised and Unsupervised Ensemble Methods and their Applications (SUEMA) held on 21-22 July, 2008 in Patras, Greece, in conjunction with the 18th European Conference on Artificial Intelligence (ECAI'2008). This workshop was a successor of the smaller event held in 2007 in conjunction with 3rd Iberian Conference on Pattern Recognition and Image Analysis, Girona, Spain. The success of that event as well as the publication of workshop papers in the edited book "Supervised and Unsupervised Ensemble Methods and their Applications", published by Springer-Verlag in Studies in Computational Intelligence Series in volume 126, encouraged us to continue a good tradition. The purpose of this book is to support practitioners in various branches of science and technology to adopt the ensemble approach for their daily research work. We hope that fourteen chapters composing the book will be a good guide in the sea of numerous opportunities for ensemble methods. |
| 563 ## - BINDING INFORMATION |
|---|
| Binding note |
paperback |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Engineering. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial intelligence. |
| 9 (RLIN) |
18060 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Engineering mathematics. |
| 9 (RLIN) |
2310 |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Engineering. |
| 9 (RLIN) |
81801 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Appl.Mathematics/Computational Methods of Engineering. |
| 9 (RLIN) |
81802 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial Intelligence (incl. Robotics). |
| 9 (RLIN) |
81803 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Valentini, Giorgio. |
| Relator term |
editor. |
| 9 (RLIN) |
81804 |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 9 (RLIN) |
81564 |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
Springer eBooks |
| 773 #0 - HOST ITEM ENTRY |
|---|
| Title |
SpringerLink ebooks - Engineering (2009) |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Printed edition: |
| International Standard Book Number |
9783642039980 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Studies in Computational Intelligence, |
| Volume/sequential designation |
245 |
| 9 (RLIN) |
81268 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="http://www.columbia.edu/cgi-bin/cul/resolve?clio7915667">http://www.columbia.edu/cgi-bin/cul/resolve?clio7915667</a> |
| Public note |
Full text available from SpringerLink ebooks - Engineering (2009) |
| 910 ## - USER-OPTION DATA (OCLC) |
|---|
| User-option data |
Vendor-generated brief record |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
Book |
