This explains that the performance of the big data analytics can be improved by data mining algorithms and metaheuristic algorithms presented in recent years [147].
Meanwhile, the accuracy and reliability of the soft sensing method can be improved by data fusion of the calculated coal moisture from other running mills.
The disease-drug association results could also be improved by data mining of medical records and biomedical literature [61], [62].
Another key factor is data amount transit for getting or setting information within the system which results in the usability being improved by data traffic efficiency.
The items generated from the focus group were improved by data from a MEDLINE search of articles published from 1966 to 2006 using text words "irrigation," "debridement," "infection," "open fractures," "pressure," "anti-bacterial agents," "detergents," "soaps," "solutions," "disinfection," and "bacitracin".
The items generated from the focus group were improved by data from a MEDLINE search of articles published from 1975 to 2011 using text words "infection," "sarcoma," "surgery," and "antibacterial agents".
For the few parameters with lower completeness, data quality may be improved by including data from other Danish national registries.
Additionally, acquisition speed could also be improved by streaming data directly to the PC using USB with data compression techniques (latest firmware/software updates can achieve continuous transfer of data to PC at about 20000 fps).
Noting that the gene signatures built from subsets of GSE4335 or Vijver showed higher prediction accuracies in cross-validation than the gene signature built from the merged data set, we investigated how the performance could possibly be improved by selective data integration.
26 In addition to modifying the algorithm, errors in patient identifiers can be improved by improving data quality at source and with improvement to patient tracing skills 25 and other mechanisms that generate linkage errors.
If metrics are going to help inform choices, rankings can be improved by tallying data every five or 10 years, not annually.
