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Feature selection for high-dimensional class-imbalanced data sets using Support Vector Machines

Information sciences, 2014-12, Vol.286, p.228-246

2014

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Mining biological information from 3D short time-series gene expression data: the OPTricluster algorithm

BMC bioinformatics, 2012-04, Vol.13 (1), p.54-54, Article 54

2012

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Evaluation and optimization of clustering in gene expression data analysis

Bioinformatics, 2004-07, Vol.20 (10), p.1535-1545

2004

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Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 21st Iberoamerican Congress, CIARP 2016, Lima, Peru, November 8-11, 2016, Proceedings

1st Edition 2017, 2017

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GOAL: a software tool for assessing biological significance of genes groups

BMC bioinformatics, 2010-05, Vol.11 (1), p.229-229, Article 229

2010

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Pattern Recognition: 7th Mexican Conference, MCPR 2015, Mexico City, Mexico, June 24-27, 2015, Proceedings

2015, 2015

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Evolution of motif variants and positional bias of the cyclic-AMP response element

BMC evolutionary biology, 2007-02, Vol.7 Suppl 1, p.S15

2007

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Searching for Patterns in Imbalanced Data: Methods and Alternatives with Case Studies in Life Sciences

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, p.159-166

Famili, A. Fazel

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Data mining of gene expression changes in Alzheimer brain

Artificial intelligence in medicine, 2004-06, Vol.31 (2), p.137-154

2004

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Learning and Evaluation in the Presence of Class Hierarchies: Application to Text Categorization

Advances in Artificial Intelligence, 2006, p.395-406

2006

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Knowledge Discovery in Hepatitis C Virus Transgenic Mice

Innovations in Applied Artificial Intelligence, 2004, p.29-39

2004

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Computational selection of antibody-drug conjugate targets for breast cancer

Oncotarget, 2016-01, Vol.7 (3), p.2555-2571

2016

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Efficient Training Over Long Short-Term Memory Networks for Wind Speed Forecasting

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017, Vol.10125, p.409-416

2017

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Pattern Recognition: 7th Mexican Conference, MCPR 2015, Mexico City, Mexico, June 24-27, 2015, Proceedings

2015

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Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 21st Iberoamerican Congress, CIARP 2016, Lima, Peru, November 8–11, 2016, Proceedings

2017

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Extended LBP Operator to Characterize Event-Address Representation Connectivity

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017, Vol.10125, p.241-248

2017

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Fine-Tuning Based Deep Convolutional Networks for Lepidopterous Genus Recognition

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017, Vol.10125, p.467-475

2017

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Identifying Aedes aegypti Mosquitoes by Sensors and One-Class Classifiers

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017, Vol.10125, p.10-18

2017

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Lung Nodule Classification Based on Deep Convolutional Neural Networks

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017, Vol.10125, p.117-124

2017

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Breast Density Classification with Convolutional Neural Networks

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017, Vol.10125, p.101-108

2017

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Spatio-Colour Asplünd's Metric and Logarithmic Image Processing for Colour Images (LIPC)

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017, Vol.10125, p.36-43

2017

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Two Compound Random Field Texture Models

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017, Vol.10125, p.44-51

2017

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Automatic Fruit and Vegetable Recognition Based on CENTRIST and Color Representation

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017, Vol.10125, p.76-83

2017

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Improving Nearest Neighbor Based Multi-target Prediction Through Metric Learning

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017, Vol.10125, p.368-376

2017

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Automatic Classification of Non-informative Frames in Colonoscopy Videos Using Texture Analysis

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017, Vol.10125, p.401-408

2017

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Feature selection for high-dimensional class-imbalanced data sets using Support Vector Machines

Mining biological information from 3D short time-series gene expression data: the OPTricluster algorithm

Evaluation and optimization of clustering in gene expression data analysis

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 21st Iberoamerican Congress, CIARP 2016, Lima, Peru, November 8-11, 2016, Proceedings

GOAL: a software tool for assessing biological significance of genes groups

Pattern Recognition: 7th Mexican Conference, MCPR 2015, Mexico City, Mexico, June 24-27, 2015, Proceedings

Evolution of motif variants and positional bias of the cyclic-AMP response element

Searching for Patterns in Imbalanced Data: Methods and Alternatives with Case Studies in Life Sciences

Data mining of gene expression changes in Alzheimer brain

Learning and Evaluation in the Presence of Class Hierarchies: Application to Text Categorization

Knowledge Discovery in Hepatitis C Virus Transgenic Mice

Computational selection of antibody-drug conjugate targets for breast cancer

Efficient Training Over Long Short-Term Memory Networks for Wind Speed Forecasting

Pattern Recognition: 7th Mexican Conference, MCPR 2015, Mexico City, Mexico, June 24-27, 2015, Proceedings

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 21st Iberoamerican Congress, CIARP 2016, Lima, Peru, November 8–11, 2016, Proceedings

Extended LBP Operator to Characterize Event-Address Representation Connectivity

Fine-Tuning Based Deep Convolutional Networks for Lepidopterous Genus Recognition

Identifying Aedes aegypti Mosquitoes by Sensors and One-Class Classifiers

Lung Nodule Classification Based on Deep Convolutional Neural Networks

Breast Density Classification with Convolutional Neural Networks

Spatio-Colour Asplünd's Metric and Logarithmic Image Processing for Colour Images (LIPC)

Two Compound Random Field Texture Models

Automatic Fruit and Vegetable Recognition Based on CENTRIST and Color Representation

Improving Nearest Neighbor Based Multi-target Prediction Through Metric Learning

Automatic Classification of Non-informative Frames in Colonoscopy Videos Using Texture Analysis

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