Deep learning for high dimensional and sparse clinical study data
O'Donoghue, Jim and Roantree, Mark
(2014)
Deep learning for high dimensional and sparse clinical study data.
In: Insight Student Conference 2014, 12 Sept 2014, Univrsity College Dublin.
Mining datasets which contain an overabundance of features, as well as many missing values is often a problem, and poorly handled by shallow learning architectures.