Volume 79, Issue 1-2

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May 2010

Special Issue on Learning from Multiple Sources; Guest Editors: Nicolò Cesa-Bianchi, David R. Hardoon, and Gayle Leen

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11 articles in this issue

Guest Editorial: Learning from multiple sources
Nicolò Cesa-Bianchi
David R. Hardoon
Gayle Leen
Editorial 23 February 2010 Pages: 1 - 3
Temporal kernel CCA and its application in multimodal neuronal data analysis
Felix Bießmann
Frank C. Meinecke
Klaus-Robert Müller
OriginalPaper Open access 13 November 2009 Pages: 5 - 27
Decomposing the tensor kernel support vector machine for neuroscience data with structured labels
David R. Hardoon
John Shawe-Taylor
OriginalPaper 09 December 2009 Pages: 29 - 46
Multi-view kernel construction
Virginia R. de Sa
Patrick W. Gallagher
Vicente L. Malave
OriginalPaper Open access 13 November 2009 Pages: 47 - 71
Composite kernel learning
Marie Szafranski
Yves Grandvalet
Alain Rakotomamonjy
OriginalPaper 14 October 2009 Pages: 73 - 103
A co-classification approach to learning from multilingual corpora
Massih-Reza Amini
Cyril Goutte
OriginalPaper 29 October 2009 Pages: 105 - 121
Multi-domain learning by confidence-weighted parameter combination
Mark Dredze
Alex Kulesza
Koby Crammer
OriginalPaper 03 October 2009 Pages: 123 - 149
A theory of learning from different domains
Shai Ben-David
John Blitzer
Jennifer Wortman Vaughan
OriginalPaper Open access 23 October 2009 Pages: 151 - 175
Ensemble clustering using semidefinite programming with applications
Vikas Singh
Lopamudra Mukherjee
Jinhui Xu
OriginalPaper 22 December 2009 Pages: 177 - 200
Infinite factorization of multiple non-parametric views
Simon Rogers
Arto Klami
Samuel Kaski
OriginalPaper 13 November 2009 Pages: 201 - 226
Inductive transfer for learning Bayesian networks
Roger Luis
L. Enrique Sucar
Eduardo F. Morales
OriginalPaper 22 December 2009 Pages: 227 - 255

Volume 79, Issue 1-2

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