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Showing 1 to 2 of 2 for “"Hybrid Resampling."”.
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Novel Hybrid Resampling Algorithms for Parallel/Distributed Particle Filters
… multiple processing units (PUs). The classical resampling algorithm used in parallel/distributed particle filters is a centralized scheme, called centralized resampling, which needs a central unit (CU) to serve as a hub for data transfers. As a result, the centralized resampling procedures …
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Predictive Modelling Approach to Data-Driven Computational Preventive Medicine
… for missing data mitigation, a novel imbalanced resampling approach, and minority pattern reconstruction (MPR) led by information theory. This thesis also extends the area of model performance evaluation with a novel classification performance ranking metric called XDistance. In particular, the …