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Error Estimation for Pattern Recognition

1, 2015

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BoolFilter: an R package for estimation and identification of partially-observed Boolean dynamical systems

BMC bioinformatics, 2017-11, Vol.18 (1), p.519-519, Article 519

2017

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Is cross-validation valid for small-sample microarray classification?

Bioinformatics, 2004-02, Vol.20 (3), p.374-380

2004

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The Illusion of Distribution-Free Small-Sample Classification in Genomics

Current genomics, 2011-08, Vol.12 (5), p.333-341

2011

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Control of Gene Regulatory Networks Using Bayesian Inverse Reinforcement Learning

IEEE/ACM transactions on computational biology and bioinformatics, 2019-07, Vol.16 (4), p.1250-1261

2019

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Point-Based Methodology to Monitor and Control Gene Regulatory Networks via Noisy Measurements

IEEE transactions on control systems technology, 2019-05, Vol.27 (3), p.1023-1035

2019

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On the Bias of Precision Estimation Under Separate Sampling

Cancer informatics, 2019, Vol.18, p.1176935119860822-1176935119860822

2019

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Sequential Experimental Design for Optimal Structural Intervention in Gene Regulatory Networks Based on the Mean Objective Cost of Uncertainty

Cancer Informatics, 2018, Vol.17, p.1176935118790247-1176935118790247

2018

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Adaptive Particle Filtering for Fault Detection in Partially-Observed Boolean Dynamical Systems

IEEE/ACM transactions on computational biology and bioinformatics, 2020-07, Vol.17 (4), p.1105-1114

2020

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Bayesian ABC-MCMC Classification of Liquid Chromatography-Mass Spectrometry Data

Cancer informatics, 2015-01, Vol.2015 (Suppl. 5), p.175-182

2015

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Optimal Fault Detection and Diagnosis in Transcriptional Circuits Using Next-Generation Sequencing

IEEE/ACM transactions on computational biology and bioinformatics, 2018-03, Vol.15 (2), p.516-525

2018

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Evaluation of the coverage and depth of transcriptome by RNA-Seq in chickens

BMC bioinformatics, 2011-10, Vol.12 Suppl 10 (S10), p.S5-S5, Article S5

2011

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Cross-validation under separate sampling: strong bias and how to correct it

Bioinformatics, 2014-12, Vol.30 (23), p.3349-3355

2014

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From functional genomics to functional immunomics: new challenges, old problems, big rewards

PLoS computational biology, 2006-07, Vol.2 (7), p.e81-e81

2006

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Maximum-Likelihood Estimation of the Discrete Coefficient of Determination in Stochastic Boolean Systems

IEEE transactions on signal processing, 2013-08, Vol.61 (15), p.3880-3894

2013

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Short-chain fatty acid production in accessible and inaccessible body pools as assessed by novel stable tracer pulse approach is reduced by aging independent of presence of COPD

Metabolism, clinical and experimental, 2023-04, Vol.141, p.155399-155399, Article 155399

2023

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Analytic Study of Performance of Error Estimators for Linear Discriminant Analysis

IEEE transactions on signal processing, 2011-09, Vol.59 (9), p.4238-4255

2011

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RANK DISCRIMINANTS FOR PREDICTING PHENOTYPES FROM RNA EXPRESSION

The annals of applied statistics, 2014-09, Vol.8 (3), p.1469-1491

2014

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Joint Sampling Distribution Between Actual and Estimated Classification Errors for Linear Discriminant Analysis

IEEE transactions on information theory, 2010-02, Vol.56 (2), p.784-804

2010

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Bayesian estimation of the discrete coefficient of determination

EURASIP journal on bioinformatics & systems biology, 2016-12, Vol.2016 (1), p.1-19, Article 1

2016

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High-dimensional bolstered error estimation

Bioinformatics, 2011-11, Vol.27 (21), p.3056-3064

2011

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Relationship between the accuracy of classifier error estimation and complexity of decision boundary

Pattern recognition, 2013-05, Vol.46 (5), p.1315-1322

2013

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Self-adaptive physics-informed neural networks

Journal of computational physics, 2023-02, Vol.474, p.111722, Article 111722

2023

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Exact correlation between actual and estimated errors in discrete classification

Pattern recognition letters, 2010-04, Vol.31 (5), p.407-412

2010

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Statistical Detection of Intrinsically Multivariate Predictive Genes

IEEE/ACM transactions on computational biology and bioinformatics, 2015-07, Vol.12 (4), p.951-964

2015

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Error Estimation for Pattern Recognition

BoolFilter: an R package for estimation and identification of partially-observed Boolean dynamical systems

Is cross-validation valid for small-sample microarray classification?

The Illusion of Distribution-Free Small-Sample Classification in Genomics

Control of Gene Regulatory Networks Using Bayesian Inverse Reinforcement Learning

Point-Based Methodology to Monitor and Control Gene Regulatory Networks via Noisy Measurements

On the Bias of Precision Estimation Under Separate Sampling

Sequential Experimental Design for Optimal Structural Intervention in Gene Regulatory Networks Based on the Mean Objective Cost of Uncertainty

Adaptive Particle Filtering for Fault Detection in Partially-Observed Boolean Dynamical Systems

Bayesian ABC-MCMC Classification of Liquid Chromatography-Mass Spectrometry Data

Optimal Fault Detection and Diagnosis in Transcriptional Circuits Using Next-Generation Sequencing

Evaluation of the coverage and depth of transcriptome by RNA-Seq in chickens

Cross-validation under separate sampling: strong bias and how to correct it

From functional genomics to functional immunomics: new challenges, old problems, big rewards

Maximum-Likelihood Estimation of the Discrete Coefficient of Determination in Stochastic Boolean Systems

Short-chain fatty acid production in accessible and inaccessible body pools as assessed by novel stable tracer pulse approach is reduced by aging independent of presence of COPD

Analytic Study of Performance of Error Estimators for Linear Discriminant Analysis

RANK DISCRIMINANTS FOR PREDICTING PHENOTYPES FROM RNA EXPRESSION

Joint Sampling Distribution Between Actual and Estimated Classification Errors for Linear Discriminant Analysis

Bayesian estimation of the discrete coefficient of determination

High-dimensional bolstered error estimation

Relationship between the accuracy of classifier error estimation and complexity of decision boundary

Self-adaptive physics-informed neural networks

Exact correlation between actual and estimated errors in discrete classification

Statistical Detection of Intrinsically Multivariate Predictive Genes

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