Items where Author is "Prabhakaran, Sandhya"

Article

Vogt, JuliaE. and Kloft, Marius and Stark, Stefan and Raman, SudhirS. and Prabhakaran, Sandhya and Roth, Volker and Ratsch, Gunnar. (2015) Probabilistic clustering of time-evolving distance data. Machine learning, Vol. 100, H. 2-3. pp. 635-654.

Giallonardo, Francesca Di and Töpfer, Armin and Rey, Melanie and Prabhakaran, Sandhya and Duport, Yannick and Leemann, Christine and Schmutz, Stefan and Campbell, Nottania K. and Joos, Beda and Lecca, Maria Rita and Patrignani, Andrea and Däumer, Martin and Beisel, Christian and Rusert, Peter and Trkola, Alexandra and Günthard, Huldrych F. and Roth, Volker and Beerenwinkel, Niko and Metzner, Karin J.. (2014) Full-length haplotype reconstruction to infer the structure of heterogeneous virus populations. Nucleic Acids Research, 42 (14). e115.

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

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.

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.

Thesis

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