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Support vector machines in engineering: an overview

Wiley interdisciplinary reviews. Data mining and knowledge discovery, 2014-05, Vol.4 (3), p.234-267

2014

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Symmetrical Compression Distance for Arrhythmia Discrimination in Cloud-Based Big-Data Services

IEEE journal of biomedical and health informatics, 2015-07, Vol.19 (4), p.1253-1263

2015

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IEEE_Xplore

Optimal Axes for Data Value Estimation in Star Coordinates and Radial Axes Plots

Computer graphics forum, 2021-06, Vol.40 (3), p.483-494

2021

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Traffic sign segmentation and classification using statistical learning methods

Neurocomputing (Amsterdam), 2015-04, Vol.153, p.286-299

2015

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Weaning outcome prediction from heterogeneous time series using Normalized Compression Distance and Multidimensional Scaling

Expert systems with applications, 2013-04, Vol.40 (5), p.1737-1747

2013

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Evaluating temporary retail price discounts using semiparametric regression

The journal of product & brand management, 2006-01, Vol.15 (1), p.73-80

2006

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Nonparametric Signal Processing Validation in T-Wave Alternans Detection and Estimation

IEEE transactions on biomedical engineering, 2014-04, Vol.61 (4), p.1328-1338

2014

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IEEE_Xplore

Digital recovery of biomedical signals from binary images

Signal processing, 2012, Vol.92 (1), p.43-53

2012

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Feature selection of seismic waveforms for long period event detection at Cotopaxi Volcano

Journal of volcanology and geothermal research, 2016-04, Vol.316, p.34-49

2016

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Classifying cardiac arrhythmic episodes via data compression

Neurocomputing (Amsterdam), 2018-09, Vol.307, p.1-13

2018

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Support vector machines framework for linear signal processing

Signal processing, 2005-12, Vol.85 (12), p.2316-2326

2005

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Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection

IEEE transactions on geoscience and remote sensing, 2008-06, Vol.46 (6), p.1822-1835

2008

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IEEE_Xplore

On the feasibility of tilt test outcome early prediction using ECG and pressure parameters

EURASIP journal on advances in signal processing, 2011-07, Vol.2011 (1), p.1-7, Article 33

2011

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Fuzzy sigmoid kernel for support vector classifiers

Neurocomputing (Amsterdam), 2004-12, Vol.62, p.501-506

2004

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Using daily store-level data to understand price promotion effects in a semiparametric regression model

Journal of retailing and consumer services, 2006-05, Vol.13 (3), p.193-204

2006

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Robust γ-filter using support vector machines

Neurocomputing (Amsterdam), 2004-12, Vol.62, p.493-499

2004

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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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IEEE_Xplore

Support vector analysis of color-Doppler images: a new approach for estimating indices of left ventricular function

IEEE transactions on medical imaging, 2006-08, Vol.25 (8), p.1037-1043

2006

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IEEE_Xplore

Assessing the impact of temporary retail price discounts intervals using SVM semiparametric regression

The International review of retail, distribution and consumer research, 2006-05, Vol.16 (2), p.181-197

2006

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Support Vector Machines for Nonlinear Kernel ARMA System Identification

IEEE transaction on neural networks and learning systems, 2006-11, Vol.17 (6), p.1617-1622

2006

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IEEE_Xplore

A Support Vector Laplacian Distance Kernel Approach to the Inverse Problem in Intracardiac Electrophysiology

XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016, p.89-94

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Cluster Headache Diagnosis Using Iris Color Features and Statistical Pixel Classification

XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016, p.414-419

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Spectral analysis of intracardiac electrograms during induced and spontaneous ventricular fibrillation in humans

Europace (London, England), 2009-03, Vol.11 (3), p.328-331

2009

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On the Performance of Kernel Methods for Skin Color Segmentation

EURASIP journal on advances in signal processing, 2009-06, Vol.2009 (1), p.856039-856039

2009

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Support vector machines in engineering: an overview

Symmetrical Compression Distance for Arrhythmia Discrimination in Cloud-Based Big-Data Services

Optimal Axes for Data Value Estimation in Star Coordinates and Radial Axes Plots

Traffic sign segmentation and classification using statistical learning methods

Weaning outcome prediction from heterogeneous time series using Normalized Compression Distance and Multidimensional Scaling

Safety threshold of R-wave amplitudes in patients with implantable cardioverter defibrillator

Evaluating temporary retail price discounts using semiparametric regression

Nonparametric Signal Processing Validation in T-Wave Alternans Detection and Estimation

Digital recovery of biomedical signals from binary images

Feature selection of seismic waveforms for long period event detection at Cotopaxi Volcano

Classifying cardiac arrhythmic episodes via data compression

Support vector machines framework for linear signal processing

Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection

On the feasibility of tilt test outcome early prediction using ECG and pressure parameters

Fuzzy sigmoid kernel for support vector classifiers

Using daily store-level data to understand price promotion effects in a semiparametric regression model

Robust γ-filter using support vector machines

Support vector method for robust ARMA system identification

Support vector analysis of color-Doppler images: a new approach for estimating indices of left ventricular function

Assessing the impact of temporary retail price discounts intervals using SVM semiparametric regression

Support Vector Machines for Nonlinear Kernel ARMA System Identification

A Support Vector Laplacian Distance Kernel Approach to the Inverse Problem in Intracardiac Electrophysiology

Cluster Headache Diagnosis Using Iris Color Features and Statistical Pixel Classification

Spectral analysis of intracardiac electrograms during induced and spontaneous ventricular fibrillation in humans

On the Performance of Kernel Methods for Skin Color Segmentation

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