Networked systems emerge and subsequently evolve. Although several models describe the process of network evolution, researchers know far less about the initial process of network emergence. Here, we report temporal survey results of a real-world social
The characterization of topology is crucial in understanding network evolution and behavior. This paper presents an innovative approach, the GHuST framework to describe complex-network topology from graphlet decomposition. This new framework exploits the
EBM is an interpretable model developed at Microsoft Research*. It uses modern machine learning techniques like bagging, gradient boosting, and automatic interaction detection to breathe new life into traditional GAMs (Generalized Additive Models). This makes EBMs as accurate as state-of-the-art techn...
In fact, mathematicians refer to all of the integersnsuch that there is magic labeling under this restriction as the integer-magic spectrum of the graph. Some graphs have integer-magic spectrums that contain all of the positive integers, such as Graph 1. Others have more limited integer-magic...
(a graph showing how the component frequencies of the sound change in intensity over time) using a mathematical technique called aFast Fourier Transform (FFT)), then broken into a series of overlapping chunks calledacoustic frames, each one typically lasting 1/25 to 1/50 of a second. These ...
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Consider a country with very low capital mobility. Explain what that means. Then use a graph of the BOP curve for this country to explain: (1) what would happen to the country's balance of payments if 5. Consider a country with very low capital mobility. Explain what that ...
after training the network, to determine the feature importance, it was necessary to use the Python tool Eli-5 to rebuild the network behaviour as described inSection 2.3. The results of this stage are three graphs for both the methods, which show which characteristics most influence the predict...
call to any other place on Earth using spacesatellites, the signals you transmit and receive all pass through a single satellite dish—a special kind of antenna shaped like a bowl (and technically known as aparabolic reflector, because the dish curves in the shape of a graph called a ...
Here we propose a simple and generally applicable model of social network structure. We consider the emergence of network structure as a result of social inheritance, in which newborns are likely to bond with maternal contacts, and via forming bonds randomly. We compare model output with data ...