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Clearly, the proposed methods yield effective data detection.
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Some core technologies are needed to solve the problem in big data, such as effective data collection and storage and data mining techniques and anomaly detection method.
We show how the Social Circle Heuristic, coupled with a cognitive-based community detection scheme, can be exploited to design an effective data dissemination algorithm for OppNets.
In this case, when improved data detection is obtained at the physical layer, together with an effective relay selection, a better system performance can be achieved.
5. Leverage the most effective data.
It all starts with effective data management.
To inform the development of more effective outbreak detection algorithms, we analyzed 20 years of data (1991 2011) from a large laboratory surveillance database used for outbreak detection in England and Wales.
These data suggest that both PCR techniques were equally effective for detection of the genome of the parasite in the patient's blood.
Thus, an effective outlier detection algorithm can be applied only after having performed data normalization (i.e. filtering) to eliminate external influences.
For effective feature detection, it is good practice to first perform pre-processing steps, such as data reduction, noise filtering, background subtraction, mass calibration and retention time alignment, in order to clean up the data.
But mammography is an important and effective early detection tool that helps to save lives.
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CEO of Professional Science Editing for Scientists @ prosciediting.com