Is graph-based feature selection of genes better than random?

1 code implementation • 21 Oct 2019 • Mohammad Hashir, Paul Bertin, Martin Weiss, Vincent Frappier, Theodore J. Perkins, Geneviève Boucher, Joseph Paul Cohen

Gene interaction graphs aim to capture various relationships between genes and represent decades of biology research.

feature selection

Analysis of Gene Interaction Graphs as Prior Knowledge for Machine Learning Models

1 code implementation • 6 May 2019 • Paul Bertin, Mohammad Hashir, Martin Weiss, Vincent Frappier, Theodore J. Perkins, Geneviève Boucher, Joseph Paul Cohen

Gene interaction graphs aim to capture various relationships between genes and can represent decades of biology research.

BIG-bench Machine Learning

Maximum likelihood trajectories for continuous-time Markov chains

no code implementations • NeurIPS 2009 • Theodore J. Perkins

However, the problem of inferring most likely trajectories, where a trajectory is a sequence of states as well as the amount of time spent in each state, appears unsolved.