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In-Sample and Out-of-Sample Model Selection and Error Estimation for Support Vector Machines

IEEE transaction on neural networks and learning systems, 2012-09, Vol.23 (9), p.1390-1406

2012

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Minimizing multimodal functions of continuous variables with the "simulated annealing" algorithm

ACM transactions on mathematical software, 1987-09, Vol.13 (3), p.262-280

1987

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Learning algorithm for nonlinear support vector machines suited for digital VLSI

Electronics letters, 1999-01, Vol.35 (16), p.1349-1350

1999

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Digital kernel perceptron

Electronics letters, 2002-05, Vol.38 (10), p.445-446

2002

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Using Variable Neighborhood Search to improve the Support Vector Machine performance in embedded automotive applications

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence), 2008, Vol.10, p.984-988

2008

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IEEE_Xplore

Epidemiology of moderate-to-severe injury patterns observed in rollover crashes

Accident analysis and prevention, 2016-05, Vol.90, p.36-40

2016

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A digital architecture for support vector machines: theory, algorithm, and FPGA implementation

IEEE transactions on neural networks, 2003-09, Vol.14 (5), p.993-1009

2003

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IEEE_Xplore

Quantum optimization for training support vector machines

Neural networks, 2003-06, Vol.16 (5), p.763-770

2003

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Circuit implementation of K-winner machine

Electronics letters, 1999-07, Vol.35 (14), p.1172-1173

1999

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Plastic algorithm for adaptive vector quantisation

Neural computing & applications, 1998-01, Vol.7 (1), p.37-51

1998

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Pruning feedforward neural networks through interval arithmetic

Electronics letters, 1998-10, Vol.34 (22), p.2142

1998

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Rear seat occupant safety: an investigation of a progressive force-limiting, pretensioning 3-point belt system using adult PMHS in frontal sled tests

Stapp car crash journal, 2009-11, Vol.53, p.49

2009

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Possibility and necessity pattern classification using an interval arithmetic perceptron

Neural computing & applications, 1999-01, Vol.8 (1), p.40-52

1999

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Feed-Forward Support Vector Machine Without Multipliers

IEEE transactions on neural networks, 2006-09, Vol.17 (5), p.1328-1331

2006

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IEEE_Xplore

Digital VLSI algorithms and architectures for support vector machines

International journal of neural systems, 2000-06, Vol.10 (3), p.159

2000

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Correlation dimension estimation from electrocardiograms

Chaos, solitons and fractals, 1995-03, Vol.5 (3), p.713-726

1995

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Hyperparameter design criteria for support vector classifiers

Neurocomputing (Amsterdam), 2003-09, Vol.55 (1), p.109-134

2003

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Incorporating a priori knowledge into neural networks

Electronics letters, 1995-10, Vol.31 (22), p.1930-1931

1995

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Impact response of restrained PMHS in frontal sled tests: skeletal deformation patterns under seat belt loading

Stapp car crash journal, 2009-11, Vol.53, p.1

2009

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BioTab-A New Method for Analyzing and Documenting Injury Causation in Motor-Vehicle Crashes

Traffic injury prevention, 2011-06, Vol.12 (3), p.256-265

2011

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Interaction of contact velocity and cord compression in determining the severity of spinal cord injury

Journal of neurotrauma, 1988, Vol.5 (3), p.187-208

1988

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Severe-to-fatal head injuries in motor vehicle impacts

Accident analysis and prevention, 2010-07, Vol.42 (4), p.1370-1378

2010

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An adaptive momentum back propagation (AMBP)

Neural computing & applications, 1995-12, Vol.3 (4), p.213-221

1995

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Adaptive internal representation in circular back-propagation networks

Neural computing & applications, 1995-12, Vol.3 (4), p.222-233

1995

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Using K-Winner Machines for domain analysis

Neurocomputing (Amsterdam), 2004-12, Vol.62, p.367-388

2004

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In-Sample and Out-of-Sample Model Selection and Error Estimation for Support Vector Machines

Minimizing multimodal functions of continuous variables with the "simulated annealing" algorithm

Learning algorithm for nonlinear support vector machines suited for digital VLSI

Digital kernel perceptron

Using Variable Neighborhood Search to improve the Support Vector Machine performance in embedded automotive applications

Epidemiology of moderate-to-severe injury patterns observed in rollover crashes

A digital architecture for support vector machines: theory, algorithm, and FPGA implementation

Quantum optimization for training support vector machines

Circuit implementation of K-winner machine

Plastic algorithm for adaptive vector quantisation

Pruning feedforward neural networks through interval arithmetic

Rear seat occupant safety: an investigation of a progressive force-limiting, pretensioning 3-point belt system using adult PMHS in frontal sled tests

Possibility and necessity pattern classification using an interval arithmetic perceptron

Feed-Forward Support Vector Machine Without Multipliers

Digital VLSI algorithms and architectures for support vector machines

Correlation dimension estimation from electrocardiograms

Hyperparameter design criteria for support vector classifiers

Incorporating a priori knowledge into neural networks

Impact response of restrained PMHS in frontal sled tests: skeletal deformation patterns under seat belt loading

BioTab-A New Method for Analyzing and Documenting Injury Causation in Motor-Vehicle Crashes

Interaction of contact velocity and cord compression in determining the severity of spinal cord injury

Severe-to-fatal head injuries in motor vehicle impacts

An adaptive momentum back propagation (AMBP)

Adaptive internal representation in circular back-propagation networks

Using K-Winner Machines for domain analysis

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