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Computing Voronoi tessellations in an arbitrary number of dimensions is a computationally difficult task. This problem becomes exacerbated in distributed environments, such as Peer-to-Peer networks and Wireless networks, where Voronoi tessellations have useful applications. We present our Distributed Greedy Voronoi Heuristic, which approximates Voronoi tessellations in distributed environments. Our...
Effective machine-learning handles large datasets efficiently. One key feature of handling large data is the use of databases such as MySQL. The freeware fuzzy decision tree induction tool, FDT, is a scalable supervised-classification software tool implementing fuzzy decision trees. It is based on an optimized fuzzy ID3 (FID3) algorithm. FDT 2.0 improves upon FDT 1.0 by bridging the gap between data...
Drug resistance is commonly encountered during treatment for HIV/AIDS, and decreases the efficacy of the antiviral drugs. Genotyping the infecting virus gives sequence data for computational prediction of resistance, which is more efficient than performing experimental assays for resistance. Current predictions rely on simple rules with modest accuracy; therefore, a prediction method with high accuracy...
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