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With the weight factors in the form of quadratic memberships, similar to FCM, it can more effectively calculate the total intra-cluster deviation than the linear form recruited in MEC and FC-QR.
However, when progestin is added with FCM, it increases the proliferation of epithelial cells to more than that seen in conditioned medium alone (Fig. 3b).
Women with high pregnancy BMI could have long-term lifestyle habits that influence their food choice, although could be identify through FCM, it might be harder to correct in a limited of time to show significant improvements in gestational weight gain.
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After giving the dataset with the required number of clusters (c) to FCM as input, it generates U (membership matrix) and V (cluster center matrix).
Furthermore, it is noteworthy to mention that new technical developments (low-cost compact portable flow cytometer, bedside FCM or chip-based FCM) are now being proposed that will facilitate the use of FCM at the bedside in the ICU [ 5].
Moreover, since FCM is an automated method, it is time-saving and results can be statistically improved.
By FCM and conventional culture techniques, it was found that this microorganism is able to tolerate even extreme sucrose concentrations [ 83], and such a characteristic is exploitable for its use in food processing and formulations.
It was proven to possess better capability over the FCM with respect to its clustering power and robustness, and thus remains a potential avenue for future research.
It also contributes to FCM theory by providing an agent based method for the inference of FCM.
It means that the FCM clustering places the voxels which belong to the mammary vessels and breast lesions in one cluster.
While FCM often provides good clustering results, it also suffers from a relatively high computational complexity, especially when there are many samples as is the case for colour quantisation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com