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Multi-way (N-way) methods have previously been shown to be effective for data integration in e.g. systems biology 17 17.
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The approach is effective for data reduction, but it requires to be implemented with very large-scale cluster data deduplication systems [12].
The gene-centric approach is effective for data aggregation from a variety of databases, especially for prokaryotes, where the genes, transcripts, and proteins are mostly synonymous.
The proposed schemes are effective for data-driven scoring of connections between protein pairs.
This approach was shown to be effective for compressing data in the enhancement layer.
A similar dose was found to be effective for nicotine (data not shown).
This proposed anomaly detection method can be effective for both missing data and corrupted data.
Via the experimental results on real educational data sets with internal clustering validation measures, VQ_fk_nps is confirmed to outperform several existing approaches and thus, be effective for incomplete educational data clustering.
In particular, the end-to-end delay of EASO-TDMA is on average 1/12 of that of ASO-TDMA, and this implies that EASO-TDMA can be effective for delay-sensitive data services.
Nevertheless traditional clustering methods may not be effective for clustering PPI data.
While ST2NMR was shown to be effective for some test data, it requires very specific experimental set-ups and can provide no guarantees or insights into the information content of the data.
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