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On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval

IEEE transactions on pattern analysis and machine intelligence, 2014-03, Vol.36 (3), p.521-535

2014

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A Direct Formulation for Sparse PCA Using Semidefinite Programming

SIAM review, 2007-09, Vol.49 (3), p.434-448

2007

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A statistical framework for genomic data fusion

Bioinformatics, 2004-11, Vol.20 (16), p.2626-2635

2004

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Exploring trends of nonmedical use of prescription drugs and polydrug abuse in the Twittersphere using unsupervised machine learning

Addictive behaviors, 2017-02, Vol.65, p.289-295

2017

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A majorization-minimization approach to the sparse generalized eigenvalue problem

Machine learning, 2011-10, Vol.85 (1-2), p.3-39

2011

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Semantic Annotation and Retrieval of Music and Sound Effects

IEEE transactions on audio, speech, and language processing, 2008-02, Vol.16 (2), p.467-476

2008

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Clustering Dynamic Textures with the Hierarchical EM Algorithm for Modeling Video

IEEE transactions on pattern analysis and machine intelligence, 2013-07, Vol.35 (7), p.1606-1621

2013

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On the empirical estimation of integral probability metrics

Electronic journal of statistics, 2012-01, Vol.6 (none)

2012

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A Proof of Convergence of the Concave-Convex Procedure Using Zangwill's Theory

Neural computation, 2012-06, Vol.24 (6), p.1391-1407

2012

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Iterative Category Discovery via Multiple Kernel Metric Learning

International journal of computer vision, 2014-05, Vol.108 (1-2), p.115-132

2014

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Financial time series prediction using least squares support vector machines within the evidence framework

IEEE transaction on neural networks and learning systems, 2001-07, Vol.12 (4), p.809-821

2001

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Modeling Music as a Dynamic Texture

IEEE transactions on audio, speech, and language processing, 2010-03, Vol.18 (3), p.602-612

2010

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A Scalable and Accurate Descriptor for Dynamic Textures Using Bag of System Trees

IEEE transactions on pattern analysis and machine intelligence, 2015-04, Vol.37 (4), p.697-712

2015

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A novel approach for accurate prediction of spontaneous passage of ureteral stones: Support vector machines

Kidney international, 2006-01, Vol.69 (1), p.157-160

2006

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Bayesian Framework for Least-Squares Support Vector Machine Classifiers, Gaussian Processes, and Kernel Fisher Discriminant Analysis

Neural computation, 2002-05, Vol.14 (5), p.1115-1147

2002

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Learning Content Similarity for Music Recommendation

IEEE transactions on audio, speech, and language processing, 2012-10, Vol.20 (8), p.2207-2218

2012

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Response to ‘Support vector machines versus artificial neural network: Who is the winner?’

Kidney international, 2007-01, Vol.71 (1), p.84-85

2007

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A Generative Context Model for Semantic Music Annotation and Retrieval

IEEE transactions on audio, speech, and language processing, 2012-05, Vol.20 (4), p.1096-1108

2012

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A robust minimax approach to classification

Journal of machine learning research, 2003-04, Vol.3 (3), p.555-582

2003

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Contextual Object Localization With Multiple Kernel Nearest Neighbor

IEEE transactions on image processing, 2011-02, Vol.20 (2), p.570-585

2011

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Growing a bag of systems tree for fast and accurate classification

2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012, p.1979-1986

2012

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Correction: Crowdsourcing the unknown: the satellite search for Genghis Khan

PloS one, 2015-03, Vol.10 (3), p.e0121045-e0121045

2015

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Classification of a large microarray data set: algorithm comparison and analysis of drug signatures

Genome research, 2005-05, Vol.15 (5), p.724-736

2005

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Kernel-based data fusion and its application to protein function prediction in yeast

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing, 2004, p.300

2004

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Multiclass LS-SVMs: Moderated outputs and coding-decoding schemes

Neural processing letters, 2002-02, Vol.15 (1), p.45-58

2002

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On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval

A Direct Formulation for Sparse PCA Using Semidefinite Programming

A statistical framework for genomic data fusion

Exploring trends of nonmedical use of prescription drugs and polydrug abuse in the Twittersphere using unsupervised machine learning

A majorization-minimization approach to the sparse generalized eigenvalue problem

Semantic Annotation and Retrieval of Music and Sound Effects

Clustering Dynamic Textures with the Hierarchical EM Algorithm for Modeling Video

On the empirical estimation of integral probability metrics

A Proof of Convergence of the Concave-Convex Procedure Using Zangwill's Theory

Iterative Category Discovery via Multiple Kernel Metric Learning

Financial time series prediction using least squares support vector machines within the evidence framework

Modeling Music as a Dynamic Texture

A Scalable and Accurate Descriptor for Dynamic Textures Using Bag of System Trees

A novel approach for accurate prediction of spontaneous passage of ureteral stones: Support vector machines

Bayesian Framework for Least-Squares Support Vector Machine Classifiers, Gaussian Processes, and Kernel Fisher Discriminant Analysis

Learning Content Similarity for Music Recommendation

Response to ‘Support vector machines versus artificial neural network: Who is the winner?’

A Generative Context Model for Semantic Music Annotation and Retrieval

A robust minimax approach to classification

Contextual Object Localization With Multiple Kernel Nearest Neighbor

Growing a bag of systems tree for fast and accurate classification

Correction: Crowdsourcing the unknown: the satellite search for Genghis Khan

Classification of a large microarray data set: algorithm comparison and analysis of drug signatures

Kernel-based data fusion and its application to protein function prediction in yeast

Multiclass LS-SVMs: Moderated outputs and coding-decoding schemes

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