| Clustering algorithms: on learning, validation, performance, and applications to genomics L Dalton, V Ballarin, M Brun Current genomics 10 (6), 430-445, 2009 | 113 | 2009 |
| Bayesian minimum mean-square error estimation for classification error—Part I: Definition and the Bayesian MMSE error estimator for discrete classification LA Dalton, ER Dougherty IEEE Transactions on Signal Processing 59 (1), 115-129, 2010 | 104 | 2010 |
| Optimal classifiers with minimum expected error within a Bayesian framework—Part I: Discrete and Gaussian models LA Dalton, ER Dougherty Pattern Recognition 46 (5), 1301-1314, 2013 | 92 | 2013 |
| Optimal experimental design for materials discovery R Dehghannasiri, D Xue, PV Balachandran, MR Yousefi, LA Dalton, ... Computational Materials Science 129, 311-322, 2017 | 77 | 2017 |
| A full-rate, full-diversity four-antenna quasi-orthogonal space-time block code LA Dalton, CN Georghiades IEEE Transactions on wireless communications 4 (2), 363-366, 2005 | 77 | 2005 |
| Optimal classifiers with minimum expected error within a Bayesian framework—Part II: properties and performance analysis LA Dalton, ER Dougherty Pattern Recognition 46 (5), 1288-1300, 2013 | 57 | 2013 |
| Exact sample conditioned MSE performance of the Bayesian MMSE estimator for classification error—Part I: Representation LA Dalton, ER Dougherty IEEE Transactions on Signal Processing 60 (5), 2575-2587, 2012 | 42 | 2012 |
| Intrinsically optimal Bayesian robust filtering LA Dalton, ER Dougherty IEEE Transactions on Signal Processing 62 (3), 657-670, 2013 | 40 | 2013 |
| Application of the Bayesian MMSE estimator for classification error to gene expression microarray data LA Dalton, ER Dougherty Bioinformatics 27 (13), 1822-1831, 2011 | 40 | 2011 |
| Bayesian minimum mean-square error estimation for classification error–part II: the Bayesian MMSE error estimator for linear classification of Gaussian distributions LA Dalton, ER Dougherty IEEE Trans. Signal Process 59 (1), 130-144, 2011 | 37 | 2011 |
| Exact sample conditioned MSE performance of the Bayesian MMSE estimator for classification error—part II: consistency and performance analysis LA Dalton, ER Dougherty IEEE Transactions on Signal Processing 60 (5), 2588-2603, 2012 | 30 | 2012 |
| Bayesian minimum mean-square error estimation for classification error—Part II: Linear classification of Gaussian models LA Dalton, ER Dougherty IEEE Transactions on Signal Processing 59 (1), 130-144, 2010 | 28 | 2010 |
| Analysis of 1-D nested lattice quantization and Slepian-Wolf coding for Wyner-Ziv coding of iid sources LA Dalton | 19 | 2003 |
| Scientific knowledge is possible with small-sample classification ER Dougherty, LA Dalton EURASIP Journal on Bioinformatics and Systems Biology 2013, 1-12, 2013 | 18 | 2013 |
| New orthogonal space-time block codes with full diversity LA Dalton Texas A&M University, 2002 | 18* | 2002 |
| A study on high speed TCP protocols LA Dalton, C Isen IEEE Global Telecommunications Conference, 2004. GLOBECOM'04. 2, 851-855, 2004 | 17 | 2004 |
| Thermal chemistry of chlorinated phenols HG Langer, TP Brady, LA Dalton, TW Shannon, PR Briggs | 16 | 1973 |
| Optimal mean-square-error calibration of classifier error estimators under Bayesian models LA Dalton, ER Dougherty Pattern recognition 45 (6), 2308-2320, 2012 | 14 | 2012 |
| On optimal Bayesian classification and risk estimation under multiple classes LA Dalton, MR Yousefi EURASIP Journal on Bioinformatics and Systems Biology 2015, 1-23, 2015 | 13 | 2015 |
| Optimal ROC-based classification and performance analysis under Bayesian uncertainty models LA Dalton IEEE/ACM Transactions on Computational Biology and Bioinformatics 13 (4 …, 2015 | 13 | 2015 |
Marcel BrunSenior Research Scientist at AgrilifeVerified email at ag.tamu.edu
