Coverart for item
The Resource Cost-sensitive machine learning, edited by Balaji Krishnapuram, Shipeng Yu, Bharat Rao

Cost-sensitive machine learning, edited by Balaji Krishnapuram, Shipeng Yu, Bharat Rao

Label
Cost-sensitive machine learning
Title
Cost-sensitive machine learning
Statement of responsibility
edited by Balaji Krishnapuram, Shipeng Yu, Bharat Rao
Title variation
Cost sensitive machine learning
Contributor
Subject
Language
eng
Member of
Cataloging source
BTCTA
Illustrations
illustrations
Index
index present
LC call number
Q325.5
LC item number
.C67 2012
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Krishnapuram, Balaji
  • Yu, Shipeng
  • Rao, Bharat
Series statement
Chapman & Hall/CRC machine learning & pattern recognition series
http://library.link/vocab/subjectName
Machine learning
Label
Cost-sensitive machine learning, edited by Balaji Krishnapuram, Shipeng Yu, Bharat Rao
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Contents
Theorectical Underpinnings Of Cost-Senstive Machine Learning -- Algorithms for Active Learning / Burr Settles -- Semi-Supervised Learning: Some Recent Advances / Xueyuan Zhou, Ankan Saha, and Vikas Sindhwani -- Transfer Learning, Multi-Task Learning, and Cost-Sensitive Learning / Bin Cao, Yu Zhang, and Qiang Yang -- Cost-Sensitive Cascades / Vikas C. Raykar -- Selective Data Acquisition for Machine Learning / Josh Attenberg, Prem Melville, Foster Provost, and Maytal Saar-Tsechansky -- Cost-Sensitive Machine Learning Applications -- Minimizing Annotation Costs in Visual Category Learning / Sudheendra Vijayanarasimhan and Kristen Grauman -- Reliability and Redundancy: Reducing Error Cost in Medical Imaging / X.S. Zhou, Y. Zhan, Z. Peng, M. Dewan, B. Jian, A. Krishnan, M. Harder, R. Schwarz, L. Lauer, H. Meyer, S. Grosskopf, U. Feuerlein, H. Ditt, and M. Scheuering -- Cost-Sensitive Learning in Computational Advertising / Deepak Agarwal -- Cost-Sensitive Machine Learning for Information Retrieval / Martin Szummer and Filip Radlinski/
Control code
495781185
Dimensions
25 cm
Extent
xviii, 313 p.
Isbn
9781439839256
Isbn Type
(hbk.)
Lccn
2011284986
Other physical details
ill.
System control number
(OCoLC)495781185
Label
Cost-sensitive machine learning, edited by Balaji Krishnapuram, Shipeng Yu, Bharat Rao
Publication
Bibliography note
Includes bibliographical references and index
Contents
Theorectical Underpinnings Of Cost-Senstive Machine Learning -- Algorithms for Active Learning / Burr Settles -- Semi-Supervised Learning: Some Recent Advances / Xueyuan Zhou, Ankan Saha, and Vikas Sindhwani -- Transfer Learning, Multi-Task Learning, and Cost-Sensitive Learning / Bin Cao, Yu Zhang, and Qiang Yang -- Cost-Sensitive Cascades / Vikas C. Raykar -- Selective Data Acquisition for Machine Learning / Josh Attenberg, Prem Melville, Foster Provost, and Maytal Saar-Tsechansky -- Cost-Sensitive Machine Learning Applications -- Minimizing Annotation Costs in Visual Category Learning / Sudheendra Vijayanarasimhan and Kristen Grauman -- Reliability and Redundancy: Reducing Error Cost in Medical Imaging / X.S. Zhou, Y. Zhan, Z. Peng, M. Dewan, B. Jian, A. Krishnan, M. Harder, R. Schwarz, L. Lauer, H. Meyer, S. Grosskopf, U. Feuerlein, H. Ditt, and M. Scheuering -- Cost-Sensitive Learning in Computational Advertising / Deepak Agarwal -- Cost-Sensitive Machine Learning for Information Retrieval / Martin Szummer and Filip Radlinski/
Control code
495781185
Dimensions
25 cm
Extent
xviii, 313 p.
Isbn
9781439839256
Isbn Type
(hbk.)
Lccn
2011284986
Other physical details
ill.
System control number
(OCoLC)495781185

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