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Accelerated search for BaTiO₃-based piezoelectrics with vertical morphotropic phase boundary using Bayesian learning

Proceedings of the National Academy of Sciences - PNAS, 2016-11, Vol.113 (47), p.13301-13306

2016

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Synthetic data for design and evaluation of binary classifiers in the context of Bayesian transfer learning

Data in brief, 2022-06, Vol.42 (C), p.108113-108113, Article 108113

2022

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Performance of feature-selection methods in the classification of high-dimension data

Pattern recognition, 2009-03, Vol.42 (3), p.409-424

2009

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Optimal decision-making in high-throughput virtual screening pipelines

Patterns (New York, N.Y.), 2023-11, Vol.4 (11), p.100875-100875, Article 100875

2023

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External control in Markovian genetic regulatory networks: the imperfect information case

Bioinformatics, 2004-04, Vol.20 (6), p.924-930

2004

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On the Limitations of Biological Knowledge

Current genomics, 2012-11, Vol.13 (7), p.574-587

2012

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TRIMER: Transcription Regulation Integrated with Metabolic Regulation

iScience, 2021-11, Vol.24 (11), p.103218-103218, Article 103218

2021

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Optimal Bayesian Regression with Vector Autoregressive Data Dependency

IEEE transactions on signal processing, 2024-01, Vol.72, p.1-11

2024

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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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Optimal Bayesian Classification With Vector Autoregressive Data Dependency

IEEE transactions on signal processing, 2019-06, Vol.67 (12), p.3073-3086

2019

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Optimal Bayesian Transfer Regression

IEEE signal processing letters, 2018-11, Vol.25 (11), p.1655-1659

2018

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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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Effect of separate sampling on classification accuracy

Bioinformatics, 2014-01, Vol.30 (2), p.242-250

2014

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Small-sample precision of ROC-related estimates

Bioinformatics, 2010-03, Vol.26 (6), p.822-830

2010

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Moments and root-mean-square error of the Bayesian MMSE estimator of classification error in the Gaussian model

Pattern recognition, 2014-06, Vol.47 (6), p.2178-2192

2014

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RNAi microarray analysis in cultured mammalian cells

Genome research, 2003-10, Vol.13 (10), p.2341

2003

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Protocol for condition-dependent metabolite yield prediction using the TRIMER pipeline

STAR protocols, 2022-03, Vol.3 (1), p.101184-101184, Article 101184

2022

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Quantifying the notions of canalizing and master genes in a gene regulatory network—a Boolean network modeling perspective

Bioinformatics, 2019-02, Vol.35 (4), p.643-649

2019

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Network Classification Based on Reducibility With Respect to the Stability of Canalizing Power of Genes in a Gene Regulatory Network - A Boolean Network Modeling Perspective

IEEE/ACM transactions on computational biology and bioinformatics, 2022-01, Vol.19 (1), p.558-568

2022

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Optimal classifiers with minimum expected error within a Bayesian framework—Part I: Discrete and Gaussian models

Pattern recognition, 2013-05, Vol.46 (5), p.1301-1314

2013

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Optimal Bayesian supervised domain adaptation for RNA sequencing data

Bioinformatics (Oxford, England), 2021-10, Vol.37 (19), p.3212-3219

2021

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Quantifying the Objective Cost of Uncertainty in Complex Dynamical Systems

IEEE transactions on signal processing, 2013-05, Vol.61 (9), p.2256-2266

2013

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The Role of Certain Post Classes in Boolean Network Models of Genetic Networks

Proceedings of the National Academy of Sciences - PNAS, 2003-09, Vol.100 (19), p.10734-10739

2003

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Reducing confounding and suppression effects in TCGA data: an integrated analysis of chemotherapy response in ovarian cancer

BMC genomics, 2012, Vol.13 Suppl 6 (Suppl 6), p.S13-S13, Article S13

2012

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Chemopreventive n-3 polyunsaturated fatty acids reprogram genetic signatures during colon cancer initiation and progression in the rat

Cancer research (Chicago, Ill.), 2004-09, Vol.64 (18), p.6797-6804

2004

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Accelerated search for BaTiO₃-based piezoelectrics with vertical morphotropic phase boundary using Bayesian learning

Synthetic data for design and evaluation of binary classifiers in the context of Bayesian transfer learning

Performance of feature-selection methods in the classification of high-dimension data

Optimal decision-making in high-throughput virtual screening pipelines

External control in Markovian genetic regulatory networks: the imperfect information case

On the Limitations of Biological Knowledge

TRIMER: Transcription Regulation Integrated with Metabolic Regulation

Optimal Bayesian Regression with Vector Autoregressive Data Dependency

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

Optimal Bayesian Classification With Vector Autoregressive Data Dependency

Optimal Bayesian Transfer Regression

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

Effect of separate sampling on classification accuracy

Small-sample precision of ROC-related estimates

Moments and root-mean-square error of the Bayesian MMSE estimator of classification error in the Gaussian model

RNAi microarray analysis in cultured mammalian cells

Protocol for condition-dependent metabolite yield prediction using the TRIMER pipeline

Quantifying the notions of canalizing and master genes in a gene regulatory network—a Boolean network modeling perspective

Network Classification Based on Reducibility With Respect to the Stability of Canalizing Power of Genes in a Gene Regulatory Network - A Boolean Network Modeling Perspective

Optimal classifiers with minimum expected error within a Bayesian framework—Part I: Discrete and Gaussian models

Optimal Bayesian supervised domain adaptation for RNA sequencing data

Quantifying the Objective Cost of Uncertainty in Complex Dynamical Systems

The Role of Certain Post Classes in Boolean Network Models of Genetic Networks

Reducing confounding and suppression effects in TCGA data: an integrated analysis of chemotherapy response in ovarian cancer

Chemopreventive n-3 polyunsaturated fatty acids reprogram genetic signatures during colon cancer initiation and progression in the rat

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