3 mathematics-graph-theory "MONASH UNIVERSITY" uni jobs

Optimal clustering of DNA and RNA binding sites from de novo motif discovery using Minimum Message Length

Monash University | Melbourne, Victoria | Australia | 1 day ago

is like Ockham's razor, seeking a simple theory that fits the data well. It can also be thought of as file compression - where data has structure, it is more likely to compress, and the greater

Clustering of (time series of) generalised dynamic Bayesian nets, etc.

Monash University | Melbourne, Victoria | Australia | 1 day ago

The relationship between the information-theoretic Bayesian minimum message length (MML) principle and the notion of Solomonoff-Kolmogorov complexity from algorithmic information theory (Wallace and

Inference of chemical/biological networks: relational and structural learning

Monash University | Melbourne, Victoria | Australia | 1 day ago

Aim/outline Graphs or networks are effective tools to representing a variety of data in different domains. In the biological domain, chemical compounds can be represented as networks, with atoms as