Combining Multiple Hypothesis Testing with Machine Learning Increases the Statistical Power of Genome-wide Association Studies
Mieth, Bettina, Kloft, Marius, Rodríguez, Juan Antonio, Sonnenburg, Sören, Vobruba, Robin, Morcillo-Suárez, Carlos, Farré, Xavier, Marigorta, Urko M., Fehr, Ernst, Dickhaus, Thorsten, Blanchard, Gilles, Schunk, Daniel, Navarro, Arcadi, Müller, Klaus-Robert
Published in Scientific reports (28.11.2016)
Published in Scientific reports (28.11.2016)
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POIMs: positional oligomer importance matrices—understanding support vector machine-based signal detectors
Sonnenburg, Sören, Zien, Alexander, Philips, Petra, Rätsch, Gunnar
Published in Bioinformatics (01.07.2008)
Published in Bioinformatics (01.07.2008)
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Improving the Caenorhabditis elegans genome annotation using machine learning
Rätsch, Gunnar, Sonnenburg, Sören, Srinivasan, Jagan, Witte, Hanh, Müller, Klaus-R, Sommer, Ralf-J, Schölkopf, Bernhard
Published in PLoS computational biology (01.02.2007)
Published in PLoS computational biology (01.02.2007)
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Support vector machines and kernels for computational biology
Ben-Hur, Asa, Ong, Cheng Soon, Sonnenburg, Sören, Schölkopf, Bernhard, Rätsch, Gunnar
Published in PLoS computational biology (01.10.2008)
Published in PLoS computational biology (01.10.2008)
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Accurate splice site prediction using support vector machines
Sonnenburg, Sören, Schweikert, Gabriele, Philips, Petra, Behr, Jonas, Rätsch, Gunnar
Published in BMC bioinformatics (01.01.2007)
Published in BMC bioinformatics (01.01.2007)
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A scatter-based prototype framework and multi-class extension of support vector machines
Jenssen, Robert, Kloft, Marius, Zien, Alexander, Sonnenburg, Sören, Müller, Klaus-Robert
Published in PloS one (30.10.2012)
Published in PloS one (30.10.2012)
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트래픽량 데이터를 생성하기 위한 방법들 및 시스템들
SONNENBURG SOREN SVEN, MUND HEIKO, LONESCU LUCIAN, POLEWSKI PRZEMYSLAW
Year of Publication 28.07.2022
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Year of Publication 28.07.2022
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A New Discriminative Kernel from Probabilistic Models
Tsuda, Koji, Kawanabe, Motoaki, Rätsch, Gunnar, Sonnenburg, Sören, Müller, Klaus-Robert
Published in Neural computation (01.10.2002)
Published in Neural computation (01.10.2002)
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Optimization for Machine Learning
Sra, Suvrit, Nowozin, Sebastian, Wright, Stephen J, Bach, Francis, Jenatton, Rodolphe, Mairal, Julien, Obozinski, Guillaume, Andersen, Martin, Dahl, Joachim, Liu, Zhang
Year of Publication 2012
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운행 가능 네트워크에 관련된 사용자 기여 데이터 수집
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Year of Publication 08.03.2022
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Year of Publication 08.03.2022
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COLLECTING USER-CONTRIBUTED DATA RELATING TO A NAVIGABLE NETWORK
SILSBURY, David, SONNENBURG, Soren Sven, COLOMBO, Alessio, VITALE, Vicenzo, SHAIKH, Zishan Ahmed, TORNIOLI, Simone
Year of Publication 28.02.2024
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Year of Publication 28.02.2024
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mGene: accurate SVM-based gene finding with an application to nematode genomes
Schweikert, Gabriele, Zien, Alexander, Zeller, Georg, Behr, Jonas, Dieterich, Christoph, Ong, Cheng Soon, Philips, Petra, De Bona, Fabio, Hartmann, Lisa, Bohlen, Anja, Krüger, Nina, Sonnenburg, Sören, Rätsch, Gunnar
Published in Genome research (01.11.2009)
Published in Genome research (01.11.2009)
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COLLECTING USER-CONTRIBUTED DATA RELATING TO A NAVIGABLE NETWORK
Shaikh, Zishan Ahmed, Vitale, Vicenzo, Silsbury, David, Sonnenburg, Soren Sven, Tornioli, Simone, Colombo, Alessio
Year of Publication 10.11.2022
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Year of Publication 10.11.2022
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COLLECTING USER-CONTRIBUTED DATA RELATING TO A NAVIGABLE NETWORK
SILSBURY, David, SONNENBURG, Soren Sven, COLOMBO, Alessio, VITALE, Vicenzo, SHAIKH, Zishan Ahmed, TORNIOLI, Simone
Year of Publication 11.05.2022
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Year of Publication 11.05.2022
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