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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.

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Abstract

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.

Item Type:Conference or Workshop Item (Poster)
Event Type:Conference
Refereed:Yes
Subjects:Computer Science > Machine learning
Computer Science > Artificial intelligence
DCU Faculties and Centres:Research Initiatives and Centres > INSIGHT Centre for Data Analytics
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
Funders:European Framework Programme 7, EU
ID Code:21269
Deposited On:12 Jul 2016 13:29 by Jim O'Donoghue . Last Modified 19 Jul 2018 15:08

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