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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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1533 – A naturalistic study of the diagnostic evolution of schizophrenia

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

2013

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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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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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213P Constructing a high-definition patient-digital twin (PDT) in treatment-naïve women with advanced cancer

Annals of oncology, 2024-09, Vol.35, p.S301-S301

2024

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P.8.a.002 Searching for variables associated with familial suicide attempts using data mining techniques

European neuropsychopharmacology, 2007, Vol.17, p.S580-S581

2007

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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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Multi-dimensional Function Approximation and Regression Estimation

Artificial Neural Networks — ICANN 2002, 2002, p.757-762

2002

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Characterization of Suicidal Behaviour with Self-Organizing Maps

Computational and mathematical methods in medicine, 2013-01, Vol.2013 (2013), p.1-9

2013

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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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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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Searching for Variables Associated with Familial Suicide Attempts Using Data Mining Techniques

European psychiatry, 2009-01, Vol.24 (S1), Article 24-E730

2009

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P02-40 Searching for variables associated with familial suicide attempts using data mining techniques

European psychiatry, 2009, Vol.24, p.S730-S730

2009

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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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Puncturing Multi-class Support Vector Machines

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

2002

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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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Advantages of Unbiased Support Vector Classifiers for Data Mining Applications

Journal of VLSI signal processing, 2004-06, Vol.37 (2/3), p.223-235

2004

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Support Vector Method for ARMA System Identification: A Robust Cost Interpretation

Artificial Neural Networks — ICANN 2002, 2002, p.1106-1111

2002

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Automatic Discrimination Between Supraventricular and Ventricular Tachycardia Using a Multilayer Perceptron in Implantable Cardioverter Defibrillators

Pacing and clinical electrophysiology, 2002-11, Vol.25 (11), p.1599-1604

2002

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Recurrent radial basis function networks for optimal symbol-by-symbol equalization

Signal processing, 1994, Vol.40 (1), p.53-63

1994

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Fourier analysis of the generalized CMAC neural network

Neural networks, 1998-04, Vol.11 (3), p.391-396

1998

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Support Vector Robust Algorithms for Non- parametric Spectral Analysis

Artificial Neural Networks — ICANN 2002, 2002, p.1100-1105

2002

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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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Astrocyte-mediated switch in spike timing-dependent plasticity during hippocampal development

Nature communications, 2020-09, Vol.11 (1), p.4388-4388, Article 4388

2020

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Machine learning and data mining: strategies for hypothesis generation

1533 – A naturalistic study of the diagnostic evolution of schizophrenia

P-1266 - Dimensional schizophrenia: not an easy transition

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

213P Constructing a high-definition patient-digital twin (PDT) in treatment-naïve women with advanced cancer

P.8.a.002 Searching for variables associated with familial suicide attempts using data mining techniques

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

Multi-dimensional Function Approximation and Regression Estimation

Characterization of Suicidal Behaviour with Self-Organizing Maps

Convergence of the IRWLS Procedure to the Support Vector Machine Solution

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

Searching for Variables Associated with Familial Suicide Attempts Using Data Mining Techniques

P02-40 Searching for variables associated with familial suicide attempts using data mining techniques

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

Puncturing Multi-class Support Vector Machines

SVC-based equalizer for burst TDMA transmissions

Advantages of Unbiased Support Vector Classifiers for Data Mining Applications

Support Vector Method for ARMA System Identification: A Robust Cost Interpretation

Automatic Discrimination Between Supraventricular and Ventricular Tachycardia Using a Multilayer Perceptron in Implantable Cardioverter Defibrillators

Recurrent radial basis function networks for optimal symbol-by-symbol equalization

Fourier analysis of the generalized CMAC neural network

Support Vector Robust Algorithms for Non- parametric Spectral Analysis

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

Astrocyte-mediated switch in spike timing-dependent plasticity during hippocampal development

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