Complete autoencoders for classification with missing values

ISSN: 14333058 09410643

Neural Computing and Applications

Complete Stacked Denoising Auto-Encoders for Regression

ISSN: 1573773X 13704621

Neural Processing Letters

Comparative study of supervised machine learning color-based segmentation for object detection in x-ray baggage images for intelligent transportation systems

ISSN: 25228722 25228714

Advances in Science, Technology and Innovation

MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1% error rate. ensembles overview and proposal

ISSN: 15662535

Information Fusion

Performance analysis of No-Propagation and ELM algorithms in classification

ISSN: 14333058 09410643

Neural Computing and Applications

Improving deep learning performance with missing values via deletion and compensation

ISSN: 14333058 09410643

Neural Computing and Applications

Complete autoencoders for classification with missing values

Neural Computing and Applications

Supervised feature learning by adversarial autoencoder approach for object classification in dual X-ray image of luggage

ISSN: 15728145 09565515

Journal of Intelligent Manufacturing

MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1% error rate. Ensembles overview and proposal

ISSN: 1566-2535

Information Fusion

A machine learning color-based segmentation for object detection within dual X-ray baggage images

ISBN: 9781450376341

ACM International Conference Proceeding Series

Designing non-linear minimax and related discriminants by disjoint tangent configurations applied to RBF networks

ISSN: 18728286 09252312

Neurocomputing

A tutorial on ensembles and deep learning fusion with MNIST as guiding thread: A complex heterogeneous fusion scheme reaching 10 digits error

ArXiv

Designing non-linear minimax and related discriminants by disjoint tangent configurations applied to RBF networks

Neurocomputing

On improving CNNs performance: The case of MNIST

Information Fusion

Supervised feature learning by adversarial autoencoder approach for object classification in dual X-ray image of luggage

Journal of Intelligent Manufacturing (JIMS)

Exploiting label information to improve auto-encoding based classifiers

Neurocomputing

Reducing the noise introduced by the engine of a moving autonomous vehicle for recording underwater sounds

Applied Acoustics

Improving Deep Learning Performance with Missing Values via Deletion and Compensation

ISSN: 0941-0643

Neural Computing and Applications

On improving CNNs performance: The case of MNIST

ISSN: 1566-2535

Information Fusion

Linear Discriminants Described by Disjoint Tangent Configurations

ISSN: 0941-0643

Neurocomputing

Performance Analysis of No-Propopagation and ELM Algorithms in Classification

ISSN: 0941-0643

Neural Computing and Applications

Bioinspired architecture selection for multitask learning

ISSN: 16625196

Frontiers in Neuroinformatics

Values deletion to improve deep imputation processes

ISSN: 16113349 03029743

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Early-stage atherosclerosis detection using deep learning over carotid ultrasound images

ISSN: 15684946

Applied Soft Computing Journal

Frequency-domain active contours solution to evaluate intima-media thickness of the common carotid artery

ISSN: 17468108 17468094

Biomedical Signal Processing and Control

Related tasks selection to multitask learning schemes

ISSN: 16113349 03029743

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Using machine learning techniques for the automatic detection of arterial wall layers in carotid ultrasounds

ISSN: 21945357

Advances in Intelligent Systems and Computing

Fully automatic segmentation of ultrasound common carotid artery images based on machine learning

ISSN: 18728286 09252312

Neurocomputing

Erratum to: DRR and Portal Image Registration for Automatic Patient Positioning in Radiotherapy Treatment (Journal of Digital Imaging, (2011), 24, 999-1009, 10.1007/s10278-011-9376-z)

ISSN: 1618727X 08971889

Journal of Digital Imaging

Estimation of the arterial diameter in ultrasound images of the common carotid artery

ISSN: 16113349 03029743

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Automatic image-based segmentation of the heart from CT scans

ISSN: 16875281 16875176

Eurasip Journal on Image and Video Processing

Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks

ISSN: 01400118

Medical and Biological Engineering and Computing

Ultrasound image processing based on machine learning for the fully automatic evaluation of the Carotid Intima-Media Thickness

ISBN: 9781479939909

Proceedings - International Workshop on Content-Based Multimedia Indexing

Measurement of carotid intima-Media Thickness in ultrasound images by means of an automatic segmentation process based on machine learning

ISBN: 9781467322324

IEEE EuroCon 2013

Neural architecture design based on extreme learning machine

ISSN: 08936080 18792782

Neural Networks

Exploiting diversity of neural network ensembles based on extreme learning machine

ISSN: 12100552

Neural Network World

Automatic evaluation of carotid intima-media thickness in ultrasounds using machine learning

ISSN: 03029743 16113349

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Aprendizaje máquina aplicado a la evaluación automática del grosor íntima-medio carotídeo en imágenes de ultrasonido

VI Jornada de Introducción a la Investigación de la UPCT

Medida automática del grosor íntima-media carotídeo en imágenes de ultrasonido mediante máquinas de aprendizaje.

Espacio Teleco

Classifying patterns with missing values using Multi-Task Learning perceptrons

ISSN: 09574174

Expert Systems with Applications

Segmentation of the common carotid artery walls based on a frequency implementation of active contours: Segmentation of the common carotid artery walls

ISSN: 08971889 1618727X

Journal of Digital Imaging

WIMP: Web server tool for missing data imputation

ISSN: 01692607 18727565

Computer Methods and Programs in Biomedicine

Design and training of neural architectures using extreme learning machine

ISBN: 9781613246993

Neurocomputing: Learning, Architectures and Modeling

Aprendizaje máquina con transferencia de información

ISSN: 2171-2042

Espacio-Teleco

Segmentación de ecografías de la arteria carótida común mediante reconocimiento de patrones con perceptrones multicapa

ISSN: 1888-8356

V Jornadas de Introducción a la Investigación de la UPCT

Herramienta de Apoyo al Diagnóstico Precoz de la Arteriosclerosis mediante Procesado de Imágenes de Ultrasonidos

ISSN: 1888-8356

V Jornada de introducción a la investigación

Improving learning by using artificial hints

ISSN: 09252312 18728286

Neurocomputing

DRR and portal image registration for automatic patient positioning in radiotherapy treatment

ISSN: 08971889 1618727X

Journal of Digital Imaging

Improving a novel image-processing based method for automatic detection, extraction and characterization of marine mammal tonal calls by means of a segmentation process based on learning machines

ISBN: 9781457700866

OCEANS 2011 IEEE - Spain

Segmentation of the carotid artery in ultrasound images using neural networks

ISSN: 03029743 16113349

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Segmentación de Imágenes Mediante Redes Neuronales para el Análisis de Señales Acústicas Emitidas por Cetáceos

ISSN: 1888-8356

IV Jornada de Introducción a la Investigación de la UPCT

Detección y Caracterización Automáticas basadas en Tratamiento Digital de Imágenes y Redes Neuronales de Señales Tonales emitidas por Cetáceos

ISSN: 2171-2042

Espacio-Teleco

Detection of the intima and media walls of the carotid artery with geodesic active contours

ISBN: 9781424479948

Proceedings - International Conference on Image Processing, ICIP

An efficient statistics-based method for the automated detection of sperm whale clicks

ISSN: 0003682X

Applied Acoustics

A Combined Neural Network-Statistics method for Sperm Whale Clicks Automated Detection

ISSN: 0952-4622

Bioacoustic Journal

Proyecto TEC2006-13338/TCM: Posicionamiento automático del paciente durante el tratamiento de radioterapia

ISSN: 2171-2042

Espacio Teleco

Pattern classification with missing data: A review

ISSN: 09410643

Neural Computing and Applications

A novel image-processing based method for the automatic detection, extraction and characterization of marine mammal tonal calls

ISSN: 14697769 00253154

Journal of the Marine Biological Association of the United Kingdom

A novel image-processing based method for the automatic detection, extraction and characterization of marine mammal tonal calls

ISSN: 14697769 00253154

Journal of the Marine Biological Association of the United Kingdom

A Combined Neural Network-Statistics method for Sperm Whale Clicks Automated Detection

Bioacoustics Journal

K nearest neighbours with mutual information for simultaneous classification and missing data imputation

ISSN: 09252312

Neurocomputing

K nearest neighbours with mutual information for simultaneous classification and missing data imputation

ISSN: 09252312

Neurocomputing

Combining missing data imputation and pattern classification in a multi-layer perceptron

ISSN: 2326005X 10798587

Intelligent Automation and Soft Computing

Machine learning techniques for solving classification problems with missing input data

ISBN: 1934272353

WMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc.

A robust approach for classifying unknown data in medical diagnosis problems

ISBN: 9781889335384

2008 World Automation Congress, WAC 2008

K-nearest neighbours based on mutual information for incomplete data classification

ISBN: 2930307080

ESANN 2008 Proceedings, 16th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning

Radial basis function networks and their application in communication systems

ISBN: 9783540762874

Computational Intelligence: for Engineering and Manufacturing

Multitask learning with data editing

ISSN: 03029743 16113349

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

A support vector method for estimating joint density of medical images

ISSN: 03029743 16113349

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Multi-task neural networks for dealing with missing inputs

ISSN: 03029743 16113349

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Pattern classification with missing values using multitask learning

ISBN: 0780394909

IEEE International Conference on Neural Networks - Conference Proceedings

Artificial Construction of Tasks for Multitask Learning

IADAT Journal of Advanced Technology on Imaging and Graphics

Vision System for Automatic Tracking and Characterization of 3D Objects

ISSN: 1885-6411

IADAT Journal of Advanced Technology on Imaging and Graphics

Exploiting multitask learning schemes using private subnetworks

ISSN: 03029743

Lecture Notes in Computer Science

A Combined Simalirity Measure for Image Registration and Fusion

ISSN: 1885-6411

IADAT Journal of Advanced Technology on Imaging and Graphics

A New Neural Network Approach for Handling Missing Data

ISSN: 1885-6411

IADAT Journal of Advanced Technology on Imaging and Graphics

Nonlinear multiclass discriminant analysis

ISSN: 10709908

IEEE Signal Processing Letters

Annotation, storage, retrieval and analysis of digital video

KLUWER ACADEMIC PUBLISHERS

Spatio-temporal structure analysis on motion imagery using syntactic approach

ISBN: 1889335185

Multimedia, Image Processing and Soft Computing: Trends, Principles and Applications - Proceedings of the 5th Biannual World Automation Congress, WAC 2002, ISSCI 2002 and IFMIP 2002

Kernel-based discriminant feature extraction using a representative dataset

ISSN: 0277786X

Proceedings of SPIE - The International Society for Optical Engineering

Saturated perceptrons for maximum margin and minimum misclassification error

ISSN: 13704621

Neural Processing Letters