The nCREANN Linear and Non-Linear connectivity between brain regions for each frequency band and each group after surrogate testing is displayed. This means that the significant connections (those that exceeded 90% of the surrogate data) were averaged across subjects in each group for Linear and N...
The nCREANN Linear and Non-Linear connectivity between brain regions for each frequency band and each group after surrogate testing is displayed. This means that the significant connections (those that exceeded 90% of the surrogate data) were averaged across subjects in each group for Linear and N...
We want to identify the patterns in the input data used by the GNN model to make a decision and examine if the model works as we desire. However, due to the complex data representation and non-linear transformations, explaining decisions made by GNNs is challenging. In this work, we ...
If nonlinearity is weak compared to linear dispersion, the energy transfers are dominated by resonant interactions, when the wavenumbers and frequencies of two waves sum respectively to the wavenumber and frequency of the third wave. Such interactions in internal wavefields are observed at play in ...
Stack is a linear data structure that serves as a collection of elements. The order in which elements come off a stack is LIFO (Last In First Out). The following two basic operations are performed in the stack: Pu...
2.3. Mission Drift and Kuznets Curve The welfarists implicitly emphasize that mission drift may lead to a non-linear relationship between MFIs' financial performance and income inequality. This implies that as the microfinance industry becomes increasingly commercialized over time, an inverted Kuznets Cur...
Afterwards, we repeated the previous regression analysis using a different gender diversity measure, namely the female ratio (the proportion of females on a management team), and included a (non-linear) squared term for the gender composition variable, as shown in the following expression:(6)Pit...
Explain simple linear regression in detail. Include examples to support the explanation. The key difference between the binomial and hypergeometric distribution is that, with the hypergeometric distribution \\ a. the trials are independent of each...
The coronavirus disease 2019 (COVID-19) pandemic markedly changed human mobility patterns, necessitating epidemiological models that can capture the effects of these changes in mobility on the spread of severe acute respiratory syndrome coronavirus 2 (SA
19 to adapt the linear-cubic model of Dudko et al.32 but allow force F to deform the original energy landscape by an amount of \(-{\delta }_{{{\rm{l}}}\gamma \left(F\right)\), the energy landscape takes the form of $$\triangle G\left({\delta }_{{{\rm{l}}},F\right)=...