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Machine learning and data mining: strategies for hypothesis generation

Molecular psychiatry, 2012-10, Vol.17 (10), p.956-959

2012

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Pending challenges to e-mental health in the COVID-19 era: Acceptability of a smartphone-based ecological momentary assessment application among patients with schizophrenia spectrum disorders

European psychiatry, 2021-04, Vol.64 (S1), p.S343-S343

2021

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Diagnostic stability and evolution of bipolar disorder in clinical practice: a prospective cohort study

Acta Psychiatrica Scandinavica, 2007-06, Vol.115 (6), p.473-480

2007

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Social media and smartphone app use predicts maintenance of physical activity during Covid-19 enforced isolation in psychiatric outpatients

Molecular psychiatry, 2021-08, Vol.26 (8), p.3920-3930

2021

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Maximization of Mutual Information for Supervised Linear Feature Extraction

IEEE transactions on neural networks, 2007-09, Vol.18 (5), p.1433-1441

2007

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Smelly parallel MCMC chains

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015, p.4070-4074

2015

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Weighted least squares training of support vector classifiers leading to compact and adaptive schemes

IEEE transactions on neural networks, 2001-09, Vol.12 (5), p.1047-1059

2001

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Support vector method for robust ARMA system identification

IEEE transactions on signal processing, 2004-01, Vol.52 (1), p.155-164

2004

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Special Issue on Learning: Advances in Multimedia Communications, Information Processing, and Education

IEEE transactions on systems, man and cybernetics. Part C, Applications and reviews, 2004-11, Vol.34 (4), p.381-382

2004

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Convergence of the IRWLS Procedure to the Support Vector Machine Solution

Neural computation, 2005-01, Vol.17 (1), p.7-18

2005

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Target location estimation in sensor networks using range information

Processing Workshop Proceedings, 2004 Sensor Array and Multichannel Signal, 2004, p.608-612

2004

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Support Vector Regression for the simultaneous learning of a multivariate function and its derivatives

Neurocomputing (Amsterdam), 2005-12, Vol.69 (1), p.42-61

2005

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Optimal Sensor Selection in Binary Heterogeneous Sensor Networks

IEEE transactions on signal processing, 2009-04, Vol.57 (4), p.1577-1587

2009

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Cyclosporine concentration prediction using clustering and support vector regression methods

Electronics letters, 2002-06, Vol.38 (12), p.568-570

2002

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1533 – A naturalistic study of the diagnostic evolution of schizophrenia

European psychiatry, 2013, Vol.28, p.1-1

2013

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A Gaussian Mixture Based Maximization of Mutual Information for Supervised Feature Extraction

Independent Component Analysis and Blind Signal Separation, 2004, p.271-278

2004

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P-1266 - Dimensional schizophrenia: not an easy transition

European psychiatry, 2012, Vol.27, p.1-1

2012

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Empirical risk minimization for support vector classifiers

IEEE transactions on neural networks, 2003-03, Vol.14 (2), p.296-303

2003

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SVC-based equalizer for burst TDMA transmissions

Signal processing, 2001-08, Vol.81 (8), p.1681-1693

2001

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Wiener extrapolation of sequences and the expectation-maximization algorithm

IEEE signal processing letters, 1996-09, Vol.3 (9), p.260-262

1996

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Puncturing Multi-class Support Vector Machines

Artificial Neural Networks — ICANN 2002, 2002, p.751-756

2002

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A new algorithm for rhythm discrimination in cardioverter defibrillators based on the initial voltage changes of the ventricular electrogram

Europace (London, England), 2003-01, Vol.5 (1), p.77-82

2003

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A robust support vector algorithm for nonparametric spectral analysis

IEEE signal processing letters, 2003-11, Vol.10 (11), p.320-323

2003

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Learning a function and its derivative forcing the support vector expansion

IEEE signal processing letters, 2005-03, Vol.12 (3), p.194-197

2005

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Therapeutic Drug Monitoring of Kidney Transplant Recipients Using Profiled Support Vector Machines

IEEE transactions on systems, man and cybernetics. Part C, Applications and reviews, 2007-05, Vol.37 (3), p.359-372

2007

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Machine learning and data mining: strategies for hypothesis generation

Pending challenges to e-mental health in the COVID-19 era: Acceptability of a smartphone-based ecological momentary assessment application among patients with schizophrenia spectrum disorders

Diagnostic stability and evolution of bipolar disorder in clinical practice: a prospective cohort study

Social media and smartphone app use predicts maintenance of physical activity during Covid-19 enforced isolation in psychiatric outpatients

Maximization of Mutual Information for Supervised Linear Feature Extraction

Smelly parallel MCMC chains

Weighted least squares training of support vector classifiers leading to compact and adaptive schemes

Support vector method for robust ARMA system identification

Special Issue on Learning: Advances in Multimedia Communications, Information Processing, and Education

Convergence of the IRWLS Procedure to the Support Vector Machine Solution

Target location estimation in sensor networks using range information

Support Vector Regression for the simultaneous learning of a multivariate function and its derivatives

Optimal Sensor Selection in Binary Heterogeneous Sensor Networks

Cyclosporine concentration prediction using clustering and support vector regression methods

1533 – A naturalistic study of the diagnostic evolution of schizophrenia

A Gaussian Mixture Based Maximization of Mutual Information for Supervised Feature Extraction

P-1266 - Dimensional schizophrenia: not an easy transition

Empirical risk minimization for support vector classifiers

SVC-based equalizer for burst TDMA transmissions

Wiener extrapolation of sequences and the expectation-maximization algorithm

Puncturing Multi-class Support Vector Machines

A new algorithm for rhythm discrimination in cardioverter defibrillators based on the initial voltage changes of the ventricular electrogram

A robust support vector algorithm for nonparametric spectral analysis

Learning a function and its derivative forcing the support vector expansion

Therapeutic Drug Monitoring of Kidney Transplant Recipients Using Profiled Support Vector Machines

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