Articles with "random partition" as a keyword



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Context-Aware Recommendations with Random Partition Factorization Machines

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Published in 2017 at "Data Science and Engineering"

DOI: 10.1007/s41019-017-0035-3

Abstract: Abstract Context plays an important role in helping users to make decisions. There are hierarchical structure between contexts and aggregation characteristics within the context in real scenarios. Exist works mainly focus on exploring the explicit… read more here.

Keywords: context; random partition; context aware; partition factorization ... See more keywords
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Random Partition Based Adaptive Distributed Kernelized SVM for Big Data

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Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3204114

Abstract: In this paper, we present a distributed classification technique for big data by efficiently using distributed storage architecture and data processing units of a cluster. While handling such large data, the existing approaches consider specific… read more here.

Keywords: big data; distributed kernelized; random partition; adaptive distributed ... See more keywords