Markus Svensén

GTM: The Generative Topographic Mapping

Chris Bishop, Markus Svensén, Christopher K. I. Williams · Neural Computation · 1998 · 1.4K citations

Computing, Petroleum Engineering, Data Mining +16

Potential, challenges and future directions for deep learning in prognostics and health management applications

Olga Fink, Qin Wang, Markus Svensén et al. · Engineering Applications of Artificial Intelligence · 2020 · 522 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Beyond Atopy: Multiple Patterns of Sensitization in Relation to Asthma in a Birth Cohort Study

Angela Simpson, Vincent Y. F. Tan, John Winn et al. · American Journal of Respiratory and Critical Care Medicine · 2010 · 413 citations · Full text

Life Sciences, Immunology, Allergy +12

Robust Bayesian mixture modelling

Markus Svensén, Chris Bishop · Neurocomputing · 2005 · 249 citations

Business, Biostatistics, Bayesian Data Analysis +11

Developments of the generative topographic mapping

Chris Bishop, Markus Svensén, Christopher K. I. Williams · Neurocomputing · 1998 · 197 citations

Social Sciences, Geography, Geoinformatics +12