MPI-INF D3 Publications

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Your search returned the following 11 documents:

  1. Hierarchical Bayes Model for Predicting Effectiveness of HIV Combination Therapies
    Jasmina Bogojeska and Thomas Lengauer
    Statistical Applications in Genetics and Molecular Biology 11 (3): 11.1-11.19, 2012
  2. History-alignment models for bias-aware prediction of virological response to HIV combination therapy
    Jasmina Bogojeska, Daniel Stöckel, Maurizio Zazzi, Rolf Kaiser, Francesca Incardona, Michal Rosen-Zvi, and Thomas Lengauer
    In: Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2012), La Palma, Canary Islands, Spain, 2012, 118-126
  3. History distribution matching method for predicting effectiveness of HIV combination therapies
    Jasmina Bogojeska
    In: Neural Information Processing Systems (NIPS 2011), Granada, Spain, 2011, 424-432
  4. Learning from past treatments and their outcome improves prediction of In Vivo response to anti-HIV therapy
    Hiroto Saigo, André Altmann, Jasmina Bogojeska, Fabian Müller, Sebastian Nowozin, and Thomas Lengauer
    Statistical Applications in Genetics and Molecular Biology 10 (1): 1-32, 2011

  5. Statistical Learning Methods for Bias-aware HIV Therapy Screening
    Jasmina Bogojeska
    Doctoral dissertation, Universität des Saarlandes, 2011

  6. Dealing with sparse data in predicting outcomes of HIV combination therapies
    Jasmina Bogojeska, Steffen Bickel, André Altmann, and Thomas Lengauer
    Bioinformatics 26 (17): 2085-2092, 2010

  7. Estimating evolutionary pathways to 7CXCR4 usage from cross-sectional data
    Alexander Thielen, André Altmann, Jasmina Bogojeska, Rolf Kaiser, and Thomas Lengauer
    In: Abstracts presented at the XVIII International HIV Drug Resistance Workshop : Basic Principles & Clinical Implications, Fort Myers, USA, 2009, A16-A16, paper no. Abstract 14.
  8. Stability analysis of oncogenetic trees mixture models
    Jasmina Bogojeska
    Master's thesis, Universität des Saarlandes, 2007
  9. Multi-Task Learning for HIV Therapy Screening
    Steffen Bickel, Jasmina Bogojeska, Thomas Lengauer, and Tobias Sheffer
    In: Proceedings, Twenty-Fifth International Conference on Machine Learning, Helsinki, Finland, 2008, 56-63

  10. Rtreemix: an R package for estimating evolutionary pathways and genetic progression scores
    Jasmina Bogojeska, Adrian Alexa, André Altmann, Thomas Lengauer, and Jörg Rahnenführer
    Bioinformatics 24 (20): 2391-2392, 2008

  11. Stability analysis of mixtures of mutagenetic trees
    Jasmina Bogojeska, Thomas Lengauer, and Jörg Rahnenführer
    BMC Bioinformatics 9 (1): 165-181, 2008