Informatics and machine learning: from Martingales to metaheuristics von Stephen Winters-Hilt

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Nanopore Event-Transduction Signal Stabilization for Wide pH Range under Extreme Chaotrope Conditions von Winters-Hilt, Stephen, Stoyanov, Alexander

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Rapid discrimination among individual DNA hairpin molecules at single-nucleotide resolution using an ion channel von Akeson, Mark, Vercoutere, Wenonah, Winters-Hilt, Stephen, Olsen, Hugh, Deamer, David, Haussler, David

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Implementing EM and Viterbi algorithms for Hidden Markov Model in linear memory von Churbanov, Alexander, Winters-Hilt, Stephen

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Nanopore Detector based analysis of single-molecule conformational kinetics and binding interactions von Winters-Hilt, Stephen

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The NTD Nanoscope: potential applications and implementations von Winters-Hilt, Stephen, Horton-Chao, Evenie, Morales, Eric

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Analysis of nanopore detector measurements using Machine-Learning methods, with application to single-molecule kinetic analysis von Landry, Matthew, Winters-Hilt, Stephen

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A novel, fast, HMM-with-Duration implementation - for application with a new, pattern recognition informed, nanopore detector von Winters-Hilt, Stephen, Baribault, Carl

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Support vector machine implementations for classification & clustering von Winters-Hilt, Stephen, Yelundur, Anil, McChesney, Charlie, Landry, Matthew

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Discrimination among individual Watson–Crick base pairs at the termini of single DNA hairpin molecules von Vercoutere, Wenonah A., Winters‐Hilt, Stephen, DeGuzman, Veronica S., Deamer, David, Ridino, Sam E., Rodgers, Joseph T., Olsen, Hugh E., Marziali, Andre, Akeson, Mark

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Alt-Splice Gene Predictor Using Multitrack-Clique Analysis: Verification of Statistical Support for Modelling in Genomes of Multicellular Eukaryotes von Winters-Hilt, Stephen, Lewis, Andrew

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Duration learning for analysis of nanopore ionic current blockades von Churbanov, Alexander, Baribault, Carl, Winters-Hilt, Stephen

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A Metastate HMM with Application to Gene Structure Identification in Eukaryotes von Winters-Hilt, Stephen, Baribault, Carl

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A Metastate HMM with Application to Gene Structure Identification in Eukaryotes von Winters-Hilt, Stephen, Baribault, Carl

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Preliminary nanopore cheminformatics analysis of aptamer-target binding strength von Thomson, Karen, Amin, Iftekhar, Morales, Eric, Winters-Hilt, Stephen

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Informatics and Machine Learning von Stephen Winters-Hilt

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Nanopore-based kinetics analysis of individual antibody-channel and antibody-antigen interactions von Winters-Hilt, Stephen, Morales, Eric, Amin, Iftekhar, Stoyanov, Alexander

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Proceedings of the 2011 MidSouth Computational Biology and Bioinformatics Society (MCBIOS) Conference von Wren, Jonathan D, Kupfer, Doris M, Perkins, Edward J, Bridges, Susan, Winters-Hilt, Stephen, Dozmorov, Mikhail G, Braga-Neto, Ulisses

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Accumulation of GC donor splice signals in mammals von Churbanov, Alexander, Winters-Hilt, Stephen, Koonin, Eugene V, Rogozin, Igor B

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DNA molecule classification using feature primitives von Iqbal, Raja Tanveer, Landry, Matthew, Winters-Hilt, Stephen

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