Nevertheless, the distance commonly used to measure the similarity between shapes represented by TAs, the Euclidean one, is generally too sensitive to small variations in shapes. In this paper we present a new distance between shapes represented by TA, namely the Median distance, specially devised ...
For example, if the reference/alternative allele is A/T, then the mean expression in an individual with genotype AA is 1000. We set the ASReC to be 5% of the TReC. We also set the fold change for the reference allele gene expression of CT2 or CT3 vs. CT1 to be 0.1, 1.0, or ...
By accepting optional cookies, you consent to the processing of your personal data - including transfers to third parties. Some third parties are outside of the European Economic Area, with varying standards of data protection. See our privacy policy for more information on the use of your perso...
In this chapter, you will learn when, why, and how to appropriately per- form a t-test and how to present your results. There are three types of t-tests that will be discussed in this chapter. These are the 1. One-sample t-test, which is used to compare a single mean to a ...
To circumvent this limitation, we propose an out-of-core learning adaptation to the original mean shift algorithm. In out-of-core learning, the learning algorithm (the mean shift clustering algorithm here) is trained on batch by batch instead of the entire data set [35]. The large-scale mea...
:2.097 #> 1st Qu.:31.83 1st Qu.:27.41 1st Qu.:2.2555 1st Qu.:4.695 #> Median :38.77 Median :32.99 Median :2.7147 Median :5.229 #> Mean :37.53 Mean :32.64 Mean :2.9256 Mean :5.324 #> 3rd Qu.:43.14 3rd Qu.:38.14 3rd Qu.:3.4509 3rd Qu.:6.023 #> Max. :50.68 Max. :50.58 ...
Fuzzy KMode (FKMode): The concept of Fuzzy C-Mean (FCM) algorithm has been extended to both FKMode and FKMdd. FKMode was introduced by Huang and Ng (1999). Here, cluster mode has been used unlike the cluster center in FCM. Let the dataset has been described as X=(x1,x2,…,xn)...
The corresponding authors (C. Zhao and H. Xu) had full access to all of the data and the final responsibility for the decision to submit for publication. 3. Results 3.1. Patient characteristics and pathological features of breast cancers A total of 807 women (mean age, 59.30 years ± ...
We use essential cookies to make sure the site can function. We also use optional cookies for advertising, personalisation of content, usage analysis, and social media. By accepting optional cookies, you consent to the processing of your personal data - including transfers to third parties. Some...
For a and c, the box plot shows the first and third quantiles across electrodes (orange line indicates the median; black line indicates the mean value; whiskers indicate the 5th and 95th percentiles). a.u., arbitrary units; ECoG, electrocorticography; Spect, spectrogram; feat., features; ...