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Advances in evolutionary neural networks with applications in energy systems and the environment
(NUI Galway, 2018-08-29)
Evolutionary neural networks combine two of the most powerful areas of computing, evolutionary algorithms and neural networks. There are a number of benefits of using evolutionary algorithms to train a network over traditional ...
Leveraging Wikipedia-based features for entity relatedness and recommendation
(2018-01-31)
Entities such as people, locations, organizations play a key role in natural language understanding. Most of the approaches that deal with natural language processing tasks, require a method to measure the relatedness ...
Hybrid systems modelling aided by machine learning with applications in healthcare
(NUI Galway, 2018-03)
Recent trends towards data-driven methods may require a substantial rethinking of the process of developing simulation models. For instance, Machine Learning (ML) has demonstrated great potentials for constructing new ...