Resilient parallel similarity-based reasoning for classifying heterogeneous medical cases in MapReduce
Given the exponentially increasing volume of heterogenous medical cases, it is difficult to efficiently perform similarity-based reasoning (SBR) on a centralized machine. In this paper, we investigate how to perform SBR using MapReduce (SBRMR), which is an inference framework for data-intensive appl...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
KeAi Communications Co., Ltd.
2016-08-01
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| Series: | Digital Communications and Networks |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352864816300323 |