Browsing by Author "de Oliveira Sales, Ana Paula"
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Clustering Multiple Related Datasets with a Hierarchical Dirichlet Process
de Oliveira Sales, Ana Paula (2011)I consider the problem of clustering multiple related groups of data. My approach entails mixture models in the context of hierarchical Dirichlet processes, focusing on their ability to perform inference on the unknown ... -
Computational Methods for Investigating Dendritic Cell Biology
de Oliveira Sales, Ana Paula (2011)The immune system is constantly faced with the daunting task of protecting the host from a large number of ever-evolving pathogens. In vertebrates, the immune response results from the interplay of two cellular systems: ...