African cerelas and legume based foodsBioprocessing and BioprospectingFood ChemistryFood Biochemistry
Topics:
Improved utilization of indigenous and underutilized African plant-based foodsUse of readily available and affordable crops to create products with enhanced overall qualityThe Influence of Fermentation on the Functional, Flavor Perception and Bioactive Properties
Statistical Process ControlNonparametric testsNonparametric inferenceBayesian Inferencemultivariate control chartsMachine LearningTime-seriesStatistical modellingForecastingMultivariate data analysisReliability distribution analysis
Topics:
Multivariate control charts integrated with support vector machineDesign and implementation of control charts using hybrid neural networkDistribution-free control charts based on order statisticsMultivariate exceedance control chartProfile monitoring using generalized linear modelsDouble sampling profile monitoringMultivariate time-series control chartsBayesian control charts for short and long runs
machine learningdeep learninguncertainty quantificationcausal inferenceobservational studiesstatistical process control
Topics:
Explainable Deep Learning Models for Causal InferenceExplainable ANN for Causal Inference in Observational ModelsAssessing the Explainability of Deep Learning ModelsMachine Learning for SPC ( Causal Inference applications)Uncertainty Quantification (Probabilistic Modelling) using MCMC
Titles:Dr
Names:Dr RH Van der Merwe
Position:Researcher
Faculty:Natural and Agricultural Sciences
Department:Geography Geoinformatics and Meteorology
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