Marko Sysi-Aho

Publication Activity (10 Years)

Years Active: 2007-2015
Publications (10 Years): 1

Top Topics

Incomplete Data Sets

Unsupervised Learning

Generative Topographic Mapping

Top Venues

Publications

Tommi Vatanen, Maria Osmala, Tapani Raiko, Krista Lagus, Marko Sysi-Aho, Matej Oresic, Timo Honkela, Harri Lähdesmäki
Self-organization and missing values in SOM and GTM. Neurocomputing 147 (2015)
Marko Sysi-Aho, Andrey Ermolov, Peddinti V. Gopalacharyulu, Abhishek Tripathi, Tuulikki Seppänen-Laakso, Johanna Maukonen, Ismo Mattila, Suvi T. Ruohonen, Laura Vähätalo, Laxman Yetukuri, Taina Härkönen, Erno Lindfors, Janne Nikkilä, Jorma Ilonen, Olli Simell, Maria Saarela, Mikael Knip, Samuel Kaski, Eriika Savontaus, Matej Oresic
Metabolic Regulation in Progression to Autoimmune Diabetes. PLoS Comput. Biol. 7 (10) (2011)
Marko Sysi-Aho, Juha Koikkalainen, Jyrki Lötjönen, Tuulikki Seppänen-Laakso, Hans Söderlund, Tiina Heliö, Matej Oresic
Searching for Linear Dependencies between Heart Magnetic Resonance Images and Lipid Profiles. Algorithms and Applications (2010)
Marko Sysi-Aho, Mikko Katajamaa, Laxman Yetukuri, Matej Oresic
Normalization method for metabolomics data using optimal selection of multiple internal standards. BMC Bioinform. 8 (2007)
Marko Sysi-Aho, Aki Vehtari, Vidya R. Velagapudi, Jukka Westerbacka, Laxman Yetukuri, Robert Bergholm, Marja-Riitta Taskinen, Hannele Yki-Järvinen, Matej Oresic
Exploring the lipoprotein composition using Bayesian regression on serum lipidomic profiles. ISMB/ECCB (Supplement of Bioinformatics) (2007)