Lori A. Dalton
Orcid: 0000-0001-8715-5723
According to our database1,
Lori A. Dalton
authored at least 52 papers
between 2004 and 2020.
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Bibliography
2020
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
On the Consistency of Optimal Bayesian Feature Selection in the Presence of Correlations.
CoRR, 2020
High dimensional model representation of log-likelihood ratio: binary classification with expression data.
BMC Bioinform., 2020
2019
IEEE Access, 2019
2018
Joint asymptotic normality of granulometric moments under multiple structuring elements.
Pattern Recognit. Lett., 2018
Heuristic algorithms for feature selection under Bayesian models with block-diagonal covariance structure.
BMC Bioinform., 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018
Biomarker Discovery via Optimal Bayesian Feature Filtering for Structured Multiclass Data.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
2016
Optimal ROC-Based Classification and Performance Analysis under Bayesian Uncertainty Models.
IEEE ACM Trans. Comput. Biol. Bioinform., 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016
2015
Analytic Representation of Bayes Labeling and Bayes Clustering Operators for Random Labeled Point Processes.
IEEE Trans. Signal Process., 2015
EURASIP J. Bioinform. Syst. Biol., 2015
EURASIP J. Bioinform. Syst. Biol., 2015
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
2014
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
2013
Optimal classifiers with minimum expected error within a Bayesian framework - Part I: Discrete and Gaussian models.
Pattern Recognit., 2013
Optimal classifiers with minimum expected error within a Bayesian framework - Part II: Properties and performance analysis.
Pattern Recognit., 2013
EURASIP J. Bioinform. Syst. Biol., 2013
Classification with minimum expected error over an uncertainty class of Gaussian distributions.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, 2013
Proceedings of the 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, 2013
Application of the sample-conditioned MSE to non-linear classification and censored sampling.
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Exact Sample Conditioned MSE Performance of the Bayesian MMSE Estimator for Classification Error - Part II: Consistency and Performance Analysis.
IEEE Trans. Signal Process., 2012
Exact Sample Conditioned MSE Performance of the Bayesian MMSE Estimator for Classification Error - Part I: Representation.
IEEE Trans. Signal Process., 2012
Optimal mean-square-error calibration of classifier error estimators under Bayesian models.
Pattern Recognit., 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012
2011
Bayesian Minimum Mean-Square Error Estimation for Classification Error - Part II: Linear Classification of Gaussian Models.
IEEE Trans. Signal Process., 2011
Bayesian Minimum Mean-Square Error Estimation for Classification Error - Part I: Definition and the Bayesian MMSE Error Estimator for Discrete Classification.
IEEE Trans. Signal Process., 2011
Application of the Bayesian MMSE estimator for classification error to gene expression microarray data.
Bioinform., 2011
Proceedings of the 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
Bayesian MMSE estimation of classification error and performance on real genomic data.
Proceedings of the 2010 IEEE International Workshop on Genomic Signal Processing and Statistics, 2010
2005
IEEE Trans. Wirel. Commun., 2005
2004
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004