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Automatic removal of ocular artefacts using adaptive filtering and independent component analysis for electroencephalogram data

IET signal processing, 2012-04, Vol.6 (2), p.99-106

2012

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Adaptive sigmoidal plant identification using reduced sensitivity recursive least squares

Signal processing, 2011-04, Vol.91 (4), p.1066-1070

2011

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

IEEE transaction on neural networks and learning systems, 2001-09, Vol.12 (5), p.1047-1059

2001

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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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Combination of Recursive Least p-Norm Algorithms for Robust Adaptive Filtering in Alpha-Stable Noise

IEEE transactions on signal processing, 2012-03, Vol.60 (3), p.1478-1482

2012

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Distributed Support Vector Machines

IEEE transaction on neural networks and learning systems, 2006-07, Vol.17 (4), p.1091-1097

2006

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Budget Distributed Support Vector Machine for Non-ID Federated Learning Scenarios

ACM transactions on intelligent systems and technology, 2022-09, Vol.13 (6), p.1-25, Article 100

2022

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Empirical risk minimization for support vector classifiers

IEEE transaction on neural networks and learning systems, 2003-03, Vol.14 (2), p.296-303

2003

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Compact multi-class support vector machine

Neurocomputing (Amsterdam), 2007-12, Vol.71 (1), p.400-405

Navia-Vázquez, A.

2007

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Approximate Kernel Orthogonalization for Antenna Array Processing

IEEE transactions on antennas and propagation, 2010-12, Vol.58 (12), p.3942-3950

2010

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Fast error estimation for efficient support vector machine growing

Neurocomputing (Amsterdam), 2010, Vol.73 (4), p.1018-1023

2010

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Support vector machine interpretation

Neurocomputing (Amsterdam), 2006-08, Vol.69 (13), p.1754-1759

2006

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Adaptively combined LMS and logistic equalizers

IEEE signal processing letters, 2004-10, Vol.11 (10), p.777-779

2004

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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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Efficient Block Training of Multilayer Perceptrons

Neural computation, 2000-06, Vol.12 (6), p.1429-1447

2000

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Growing support vector classifiers with controlled complexity

Pattern recognition, 2003-07, Vol.36 (7), p.1479-1488

2003

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InterMediActor: an Environment for Instructional Content Design Based on Competences

Educational technology & society, 2003-10, Vol.6 (4), p.30-47

2003

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A new spread spectrum watermarking method with self-synchronization capabilities

Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101), 2000, Vol.1, p.415-418 vol.1

2000

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Multi-kernel Growing Support Vector Regressor

Computational Intelligence and Bioinspired Systems, 2005, p.357-365

2005

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An adaptive combination of adaptive filters for plant identification

2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628), 2002, Vol.2, p.1195-1198 vol.2

2002

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On problem-oriented kernel refining

Neurocomputing (Amsterdam), 2003-09, Vol.55 (1), p.135-150

2003

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Support vector classifier with hyperbolic tangent penalty function

2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100), 2000, Vol.6, p.3458-3461 vol.6

2000

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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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Unbiased support vector classifiers

Neural Networks for Signal Processing XI: Proceedings of the 2001 IEEE Signal Processing Society Workshop (IEEE Cat. No.01TH8584), 2001, p.183-192

2001

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Support vector perceptrons

Neurocomputing (Amsterdam), 2007, Vol.70 (4), p.1089-1095

Navia-Vázquez, A.

2007

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Automatic removal of ocular artefacts using adaptive filtering and independent component analysis for electroencephalogram data

Adaptive sigmoidal plant identification using reduced sensitivity recursive least squares

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

Support Vector Machines for Nonlinear Kernel ARMA System Identification

Combination of Recursive Least p-Norm Algorithms for Robust Adaptive Filtering in Alpha-Stable Noise

Distributed Support Vector Machines

Budget Distributed Support Vector Machine for Non-ID Federated Learning Scenarios

Empirical risk minimization for support vector classifiers

Compact multi-class support vector machine

Approximate Kernel Orthogonalization for Antenna Array Processing

Fast error estimation for efficient support vector machine growing

Support vector machine interpretation

Adaptively combined LMS and logistic equalizers

Support vector machines framework for linear signal processing

Efficient Block Training of Multilayer Perceptrons

Growing support vector classifiers with controlled complexity

InterMediActor: an Environment for Instructional Content Design Based on Competences

A new spread spectrum watermarking method with self-synchronization capabilities

Multi-kernel Growing Support Vector Regressor

An adaptive combination of adaptive filters for plant identification

On problem-oriented kernel refining

Support vector classifier with hyperbolic tangent penalty function

SVC-based equalizer for burst TDMA transmissions

Unbiased support vector classifiers

Support vector perceptrons

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