Graph polynomials serve as robust algebraic encodings of the intricate combinatorial properties inherent to graphs. At the heart of this discipline lies the Tutte polynomial, an invariant that not ...

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A new activation function called Polynomial Linear Unit (PolyLU) is proposed in this paper to improve some of the shortcomings of the existing activation functions. The PolyLU meets the following ...

Grammar inference deals with determining (preferably simple) models/grammars consistent with a set of observations. There is a large body of research on grammar inference within the theory of formal ...

Due to the symbolic nature of the code and the size of the matrices undergoing the operations. I only managed to generate the characteristic polynomials C = det(A - xI) up to a degree of 34 and can be ...

Then, in the late 1980s and throughout the 1990s, the variance dispersion graph (VDG) which is a variation of Box and Behnken's variance profile, was introduced into the response surface methodology ...

These examples will try to classify the dataset with a simple shallow Multilayer Perceptron (MLP). The first classifier will only use a linear function as part of its only hidden layer. On the other ...

A cow’s salivary glands can make and add 50 to 80 quarts of saliva to the rumen daily. Saliva has several functions in cows. It provides liquid for the microbes. It recirculates nitrogen and minerals.

Sea ice data is updated daily, with a one-day lag. On occasion, there is data delay which is usually resolved within a few days. The orange line in extent and concentration images (left and middle) ...

The measurement of serum vancomycin levels at the clinic is critical to optimizing dosing given the narrow therapeutic window of this antibiotic. Current approaches to quantitate serum vancomycin ...