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Bayesian multitask learning regression for heterogeneous patient cohorts.

, , , , , , и . J. Biomed. Informatics X, (2019)

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Manuel Gonçalves

Marcio Gonçalves

Antonio Carlos Gonçalves

Marcelo Gonçalves

Marta Gonçalves

 

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The Influence of Supervised Clustering for RBFNN Centers Definition: A Comparative Study., , , , и . ICANN (2), том 7553 из Lecture Notes in Computer Science, стр. 148-155. Springer, (2012)Bayesian multitask learning regression for heterogeneous patient cohorts., , , , , , и . J. Biomed. Informatics X, (2019)Multi-task Sparse Structure Learning with Gaussian Copula Models., , и . J. Mach. Learn. Res., (2016)A Multiobjective Analysis of Adaptive Clustering Algorithms for the Definition of RBF Neural Network Centers in Regression Problems., , и . IDEAL, том 7435 из Lecture Notes in Computer Science, стр. 127-134. Springer, (2012)Diagnosing Chronic Obstructive Pulmonary Disease with Artificial Neural Networks using Health Expert Guidelines., и . HEALTHINF, стр. 207-214. SciTePress, (2013)On the use of convolutional neural networks for speech presentation attack detection., , , , и . ISBA, стр. 1-8. IEEE, (2018)Multi-Label Structure Learning with Ising Model Selection., , и . IJCAI, стр. 3525-3531. AAAI Press, (2015)Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning., , и . AAAI, стр. 4509-4515. AAAI Press, (2017)A multi-Gaussian component EDA with restarting applied to direction of arrival tracking., , , и . IEEE Congress on Evolutionary Computation, стр. 1556-1563. IEEE, (2013)On the Generalization of Fused Systems in Voice Presentation Attack Detection., , , , и . BIOSIG, том P-270 из LNI, стр. 187-194. GI / IEEE, (2017)