On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval
Costa Pereira, Jose, Coviello, Emanuele, Doyle, Gabriel, Rasiwasia, Nikhil, Lanckriet, Gert R. G., Levy, Roger, Vasconcelos, Nuno
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2014)
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2014)
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Journal Article
A Direct Formulation for Sparse PCA Using Semidefinite Programming
d'Aspremont, Alexandre, Ghaoui, Laurent El, Jordan, Michael I., Lanckriet, Gert R. G.
Published in SIAM review (01.09.2007)
Published in SIAM review (01.09.2007)
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Journal Article
A majorization-minimization approach to the sparse generalized eigenvalue problem
Sriperumbudur, Bharath K., Torres, David A., Lanckriet, Gert R. G.
Published in Machine learning (01.10.2011)
Published in Machine learning (01.10.2011)
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Journal Article
A statistical framework for genomic data fusion
Lanckriet, Gert R. G., De Bie, Tijl, Cristianini, Nello, Jordan, Michael I., Noble, William Stafford
Published in Bioinformatics (01.11.2004)
Published in Bioinformatics (01.11.2004)
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Journal Article
Semantic Annotation and Retrieval of Music and Sound Effects
Turnbull, D., Barrington, L., Torres, D., Lanckriet, G.
Published in IEEE transactions on audio, speech, and language processing (01.02.2008)
Published in IEEE transactions on audio, speech, and language processing (01.02.2008)
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Journal Article
On the empirical estimation of integral probability metrics
Sriperumbudur, Bharath K., Fukumizu, Kenji, Gretton, Arthur, Schölkopf, Bernhard, Lanckriet, Gert R. G.
Published in Electronic journal of statistics (01.01.2012)
Published in Electronic journal of statistics (01.01.2012)
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Journal Article
Financial time series prediction using least squares support vector machines within the evidence framework
Van Gestel, T., Suykens, J.A.K., Baestaens, D.-E., Lambrechts, A., Lanckriet, G., Vandaele, B., De Moor, B., Vandewalle, J.
Published in IEEE transactions on neural networks (01.07.2001)
Published in IEEE transactions on neural networks (01.07.2001)
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Journal Article
Iterative Category Discovery via Multiple Kernel Metric Learning
Galleguillos, Carolina, McFee, Brian, Lanckriet, Gert R. G.
Published in International journal of computer vision (01.05.2014)
Published in International journal of computer vision (01.05.2014)
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Journal Article
Modeling Music as a Dynamic Texture
Barrington, L., Chan, A.B., Lanckriet, G.
Published in IEEE transactions on audio, speech, and language processing (01.03.2010)
Published in IEEE transactions on audio, speech, and language processing (01.03.2010)
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Journal Article
Bayesian Framework for Least-Squares Support Vector Machine Classifiers, Gaussian Processes, and Kernel Fisher Discriminant Analysis
Gestel, T. Van, Suykens, J. A. K., Lanckriet, G., Lambrechts, A., Moor, B. De, Vandewalle, J.
Published in Neural computation (01.05.2002)
Published in Neural computation (01.05.2002)
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Journal Article
Learning Content Similarity for Music Recommendation
McFee, B., Barrington, L., Lanckriet, G.
Published in IEEE transactions on audio, speech, and language processing (01.10.2012)
Published in IEEE transactions on audio, speech, and language processing (01.10.2012)
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Journal Article
Multiclass LS-SVMs: Moderated outputs and coding-decoding schemes
VAN GESTEL, T, SUYKENS, J. A. K, LANCKRIET, G, LAMBRECHTS, A, DE MOOR, B, VANDEWALLE, J
Published in Neural processing letters (01.02.2002)
Published in Neural processing letters (01.02.2002)
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Journal Article
A Generative Context Model for Semantic Music Annotation and Retrieval
Miotto, R., Lanckriet, G.
Published in IEEE transactions on audio, speech, and language processing (01.05.2012)
Published in IEEE transactions on audio, speech, and language processing (01.05.2012)
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Journal Article
Growing a bag of systems tree for fast and accurate classification
Coviello, E., Mumtaz, A., Chan, A. B., Lanckriet, G. R. G.
Published in 2012 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2012)
Published in 2012 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2012)
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