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A Review of Feature Selection and Feature Extraction Methods Applied on Microarray Data

Advances in Bioinformatics, 2015, Vol.2015, p.198363-13

2015

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Overfitting in linear feature extraction for classification of high-dimensional image data

Pattern recognition, 2016-05, Vol.53, p.73-86

2016

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An algorithm for finding biologically significant features in microarray data based on a priori manifold learning

PloS one, 2014-03, Vol.9 (3), p.e90562-e90562

2014

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An Estimate of Mutual Information that Permits Closed-Form Optimisation

Entropy (Basel, Switzerland), 2013-05, Vol.15 (5), p.1690-1704

2013

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Identifying Significant Features in Cancer Methylation Data Using Gene Pathway Segmentation

Cancer informatics, 2016-01, Vol.2016 (15), p.189-198

2016

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A new covariance estimate for Bayesian classifiers in biometric recognition

IEEE transactions on circuits and systems for video technology, 2004-02, Vol.14 (2), p.214-223

2004

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Saving Lives on the Battlefield (Part II) ? One Year Later A Joint Theater Trauma System and Joint Trauma System Review of Prehospital Trauma Care in Combined Joint Operations Area?Afghanistan (CJOA-A) Final Report, 30 May 2014

Journal of special operations medicine, 2015, Vol.15 (2), p.25

2015

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Automatic classification framework for ventricular septal defects: a pilot study on high-throughput mouse embryo cardiac phenotyping

Journal of medical imaging (Bellingham, Wash.), 2015-10, Vol.2 (4), p.041003-041003

2015

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Using GLMs to recover sparse connectivity in complex networks

BMC neuroscience, 2010-07, Vol.11 (S1), p.1-P53, Article P53

2010

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Automatic derivation of design schemata and subsequent generation of designs

AI EDAM, 2016-11, Vol.30 (4), p.367-378

2016

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ESR/Spin Probe Study of Ice Cream

Journal of agricultural and food chemistry, 2006-07, Vol.54 (14), p.4943-4947

2006

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An interactive simulation system for training and treatment planning in orthodontics

Computers & graphics, 2007-10, Vol.31 (5), p.688-697

2007

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The development of controllable complex curing agents for epoxy resins. II. Examining the dissociation and thermal behavior of transition metal-diamine complex-epoxy blends

Journal of applied polymer science, 2002-06, Vol.84 (13), p.2411-2424

2002

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B-splines

Wiley interdisciplinary reviews. Computational statistics, 2010-03, Vol.2 (2), p.237-242

Gillies, Duncan

2010

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Visual Analysis of the Use of Mixture Covariance Matrices in Face Recognition

Audio- and Video-Based Biometric Person Authentication, 2003, p.172-181

2003

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Using mixture covariance matrices to improve face and facial expression recognitions

Pattern recognition letters, 2003-09, Vol.24 (13), p.2159-2165

2003

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Improving brain decoding through constrained and parametrized temporal smoothing

2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 2014, p.549-553

2014

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An Outbreak of Mycobacterial Furunculosis Associated with Footbaths at a Nail Salon

The New England journal of medicine, 2002-05, Vol.346 (18), p.1366-1371

2002

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Using mixture covariance matrices to improve face and facial expression recognitions

Lecture notes in computer science, 2001, p.71-77

2001

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ESR and NMR spectroscopy studies on protein oxidation and formation of dityrosine in emulsions containing oxidised methyl linoleate

Food and chemical toxicology, 2006-08, Vol.44 (8), p.1385-1392

2006

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Effect of microarray data heterogeneity on regulatory gene module discovery

BMC systems biology, 2007-05, Vol.1 (S1), p.S2-S2, Article S2

2007

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Probabilistic Approaches to Estimating the Quality of Information in Military Sensor Networks

Computer journal, 2010-06, Vol.53 (5), p.493-502

2010

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Evolving Diverse Design Populations Using Fitness Sharing and Random Forest Based Fitness Approximation

Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2015, Vol.9027, p.187-199

2015

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Non-rigid registration and robust principal component analysis with variation priors: A high-throughput mouse phenotyping approach

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.1118-1122

2016

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A maximum uncertainty LDA-based approach for limited sample size problems — with application to face recognition

Journal of the Brazilian Computer Society, 2006-06, Vol.12 (2), p.7-18

2006

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