FUZZY ALGORITHMDesign of complex products or large scale systems involves hundreds of resources (designers, analysts, computers, software systems, and procedures) and thousands of design activities. In this paper, a methodology is presented for decomposition of the design task into acti...
The results indicated that the activities positively contributed to the development of abstraction, decomposition, algorithm design, and pattern recognition dimensions of CT. The study’s findings are noteworthy because they show how ML differs from traditional approaches to teaching CT in terms of ...
(A) Example raw LFP traces (colored) with decomposed oscillatory components (intrinsic mode functions, IMFs) extracted using tailored masked Empirical Mode Decomposition shown underneath (gray) for each region. (B) Power Spectral Density for each extracted IMF. IMFs with a main frequency within th...
The proposed combination involves two sequential steps: At first, the EEG noise level is reduced from 5 to 0dB owing to the LMA based on the singular-value-decomposition. In the secondary process, the EEG noise remaining on the projected data is removed by using the SSF. A small number of...
To examine when and which bees were initializing and committing to organizing a global burst, we used NMF, which has become a popular decomposition algorithm25,26. Given a nonnegative matrix\(X\), this algorithm finds the nonnegative matrix factors\(W\)and\(H\), where\(W\in {R}^{m ...
Two variants of the non-preemptive constraints are considered: the starting times of maintenance activities are either fixed or flexible. An algorithm based on GA and tabu search (TS) is applied to solve the problem. Mauguiere et al. (2005) presented a new job-shop scheduling problem with ...
For decomposition of de novo signatures please useSigProfilerAssignment Activity Stacked Bar Plot Generates a stacked bar plot showing activities in individuals plotActivity(activity_file,output_file="Activity_in_samples.pdf",bin_size=50,log=False) ...
Thus, we next examined changes in the place field distribution when the number of place fields (\(n\)) were increased during the sampling of the scenes. We plotted the\(H\)entropy and its decomposition into\(S\)spatial entropy and\(Z\)information density against the place field number\(...
However, since the training set T contains clutter (regions that are noisy, contain outliers, or have been sampled from uninformative areas), the decomposition of T into disjoint sets Tg by means of functional grouping in Sect. 3.1 still contains these outliers. Identifying these outliers with ...
FC is a crucial and fundamental measure of neural activity synchronization. Due to the properties of CPCA (in which the covariance between different components is 0), the standing and traveling waves obtained by CPCA decomposition are also FC decompositions; that is,\({FC}={s}_{0}{C}_{{\...