Browsing Complex and Adaptive Systems Laboratory by Subject "Machine learning"

DSpace/Manakin Repository

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Beyond the twilight zone : automated prediction of structural properties of proteins by recursive neural networks and remote homology information

Mooney, Catherine ; Pollastri, Gianluca (Wiley InterScience, 2009-10)

The prediction of 1D structural properties of proteins is an important step toward the prediction of protein structure and function, not only in the ab initio case but also when homology information to known structures is ...
Learning environment models in car racing using stateful genetic programming

Agapitos, Alexandros ; O'Neill, Michael ; Brabazon, Anthony ; Theodoridis, Theodoros (IEEE, 2011-08-31)

For computational intelligence to be useful in creating game agent AI we need to focus on methods that allow the creation and maintenance of models for the environment, which the artificial agents inhabit. Maintaining a ...
Optimizing conflicting objectives in NMF using Pareto simulated annealing

Foley, Kevin ; Greene, Derek ; Cunningham, Pádraig (2010-08-30)

Non-Negative matrix factorization (NMF) has emerged as an important technique for simplifying high-dimension data into interpretable factors. NMF has the attractive characteristic that the factor matrices are naturally ...