edoc

Browse by Basel Contributors ID

Up a level
Export as [feed] Atom [feed] RSS 1.0 [feed] RSS 2.0
Group by: Date | Item Type | Refereed | No Grouping

Article

Prabhakaran, Sandhya and Rey, Melanie and Zagordi, Osvaldo and Beerenwinkel, Niko and Roth, Volker. (2014) HIV Haplotype Inference Using a Propagating Dirichlet Process Mixture Model. IEEE/ACM transactions on computational biology and bioinformatics, Vol. 1, H. 1. pp. 182-191.

Töpfer, Armin and Zagordi, Osvaldo and Prabhakaran, Sandhya and Roth, Volker and Halperin, Eran and Beerenwinkel, Niko. (2013) Probabilistic inference of viral quasispecies subject to recombination. Journal of computational biology, Vol. 20, H. 2. pp. 113-123.

Prabhakaran, Sandhya and Adametz, David and Metzner, KarinJ. and Boehm, Alexander and Roth, Volker. (2013) Recovering networks from distance data. Machine learning, Vol. 92, H. 2-3. pp. 251-283.

Prabhakaran, Sandhya and Metzner, Karin J. and Boehm, Alexander and Roth, Volker. (2012) Recovering Networks from Distance Data. Journal of machine learning research, Vol. 25. pp. 349-364.

Conference or Workshop Item

Zagordi, Osvaldo and Töpfer, Armin and Prabhakaran, Sandhya and Roth, Volker and Halperin, Eran and Beerenwinkel, Niko. (2012) Probabilistic inference of viral quasispecies subject to recombination. In: Research in Computational Molecular Biology. Berlin, pp. 342-354.

Prabhakaran, Sandhya and Raman, Sudhir and Vogt, Julia and Roth, Volker. (2012) Automatic model selection in archetype analysis. In: Pattern recognition : joint 34th DAGM and 36th OAGM Symposium. Springer, pp. 458-467.

Vogt, J. E. and Prabhakaran, S. and Fuchs, T. J. and Roth, V.. (2010) The translation-invariant wishart-dirichlet process for clustering distance data. In: ICML 2010: Proceedings of the 27th international conference on Machine Learning.. International Machine Learning Society, pp. 1111-1118.

Thesis

Prabhakaran, Sandhya. Machine learning methods for HIV/AIDS diagnostics and therapy planning. 2014, Doctoral Thesis, University of Basel, Faculty of Science.