Strengthening Probabilistic Graphical Models: The Purge-and-Merge Algorithm von Streicher, Simon, Preez, Johan A. Du

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Regularized Gaussian belief propagation von Kamper, Francois, du Preez, Johan A., Steel, Sarel J., Wagner, Stephan

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On the link between generative semi-supervised learning and generative open-set recognition von Engelbrecht, Emile-Reyn, du Preez, Johan A.

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Mobile Processor Energy Usage in the Scientific Environment von Smit, Willem A., Preez, Johan A. du, Vandenbosch, Guy A. E.

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Left ventricular segmentation from MRI datasets with edge modelling conditional random fields von Dreijer, Janto F, Herbst, Ben M, du Preez, Johan A

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Automated feature-specific tree species identification from natural images using deep semi-supervised learning von Homan, Dewald, du Preez, Johan A.

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Estimating the pen trajectories of static signatures using hidden Markov models von Nel, E.-M., du Preez, J.A., Herbst, B.M.

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Soft-Output Signal Detection for Cetacean Vocalizations Using Spectral Entropy, K-Means Clustering and the Continuous Wavelet Transform von Rademan, Marco W, Versfeld, Daniel J, du Preez, Johan A

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Mobile Processor Energy Usage in the Scientific Environment von Smit, Willem A, Preez, Johan A. du, Vandenbosch, Guy A.E

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Degenerate Gaussian factors for probabilistic inference von Schoeman, J.C., van Daalen, Corné E., du Preez, Johan A.

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Automated Feature-Specific Tree Species Identification from Natural Images using Deep Semi-Supervised Learning von Homan, Dewald, Preez, Johan A. du

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Rail break and derailment prediction using Probabilistic Graphical Modelling von Taylor, Rebecca M. C, Preez, Johan A. du

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SimLDA: A tool for topic model evaluation von Taylor, Rebecca M. C, Preez, Johan A. du

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A derivation of variational message passing (VMP) for latent Dirichlet allocation (LDA) von Taylor, Rebecca M. C, Coetsee, Dirko, Preez, Johan A. du

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ALBU: An approximate Loopy Belief message passing algorithm for LDA to improve performance on small data sets von Taylor, Rebecca M. C, Preez, Johan A. du

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Open-set learning with augmented categories by exploiting unlabelled data von Engelbrecht, Emile R, Preez, Johan A. du

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Open-set learning with augmented categories by exploiting unlabelled data von Engelbrecht, Emile R, du Preez, Johan A

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Automated Feature-Specific Tree Species Identification from Natural Images using Deep Semi-Supervised Learning von Homan, Dewald, du Preez, Johan A

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A new hybrid multibias analytical/decomposition-based FET parameter extraction algorithm with intelligent bias point selection von van Niekerk, C., du Preez, J.A., Schreurs, D.M.M.-P.

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A derivation of variational message passing (VMP) for latent Dirichlet allocation (LDA) von Taylor, Rebecca M C, Coetsee, Dirko, du Preez, Johan A

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