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Predicting accurate probabilities with a ranking loss.
Menon AK, Jiang XJ, Vembu S, Elkan C, Ohno-Machado L. Menon AK, et al. Among authors: Elkan C. Proc Int Conf Mach Learn. 2012;2012:703-710. Proc Int Conf Mach Learn. 2012. PMID: 25285328 Free PMC article.
Meta-MEME: motif-based hidden Markov models of protein families.
Grundy WN, Bailey TL, Elkan CP, Baker ME. Grundy WN, et al. Among authors: Elkan CP. Comput Appl Biosci. 1997 Aug;13(4):397-406. doi: 10.1093/bioinformatics/13.4.397. Comput Appl Biosci. 1997. PMID: 9283754
The value of prior knowledge in discovering motifs with MEME.
Bailey TL, Elkan C. Bailey TL, et al. Among authors: Elkan C. Proc Int Conf Intell Syst Mol Biol. 1995;3:21-9. Proc Int Conf Intell Syst Mol Biol. 1995. PMID: 7584439
Inhibition in multiclass classification.
Huerta R, Vembu S, Amigó JM, Nowotny T, Elkan C. Huerta R, et al. Among authors: Elkan C. Neural Comput. 2012 Sep;24(9):2473-507. doi: 10.1162/NECO_a_00321. Epub 2012 May 17. Neural Comput. 2012. PMID: 22594829 Free PMC article.
Optimal Thresholding of Classifiers to Maximize F1 Measure.
Lipton ZC, Elkan C, Naryanaswamy B. Lipton ZC, et al. Among authors: Elkan C. Mach Learn Knowl Discov Databases. 2014;8725:225-239. doi: 10.1007/978-3-662-44851-9_15. Mach Learn Knowl Discov Databases. 2014. PMID: 26023687 Free PMC article.
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