Multi-layer networks are networks on a set of entities (nodes) with multiple types of relations (edges) among them where each type of relation/interaction is represented as a network layer. As with single layer networks, community detection is an important task in multi-layer networks. A large group of popular community detection methods in networks are based on optimizing a quality function kn...

Our devices can use a wide range of communication technologies such as multiple cellular (4G/5G), WiFi, and also Ethernet. At the same time, applications have choice transport protocols QUIC TCP that be fine-tuned optimized according to their needs. However, in spite these advances, offering seamless multiconnectivity continues hard problem. The key factors continue roadblock towards achieving ...

Geopolitical instability, climate change and black swan events disrupt the trade logistics of resources around globe. Events such as unforeseen closure Suez Canal or cessation between some players due to wars embargos are examples this. The problem predicting local price under modification an underlying transport network unites elements game theory, theory theory. micro-economic Cournot oligopo...

in this paper, the grouting ability of sandy soils is investigated by artificial neural networks based on the results of chemical grout injection tests. in order to evaluate the soil grouting potential, experimental samples were prepared and then injected. the sand samples with three different particle sizes (medium, fine, and silty) and three relative densities (%30, %50, and %90) were injecte...

This study shows the usefulness of Artificial Neural Network (ANN) in maintenance planning and man-agement. An ANN model based on the multi-layer perceptron having three hidden layers and four processing elements per layer was built to predict the expected downtime resulting from a breakdown or a maintenance activity. The model achieved an accuracy of over 70% in predicting the expected downtime.

How to reconfigure a logic gate for a variety of functions is an interesting topic. In this paper, a different method of designing logic gates are proposed. Initially, due to the training ability of the multilayer perceptron neural network, it was used to create a new type of logic and full adder gates. In this method, the perceptron network was trained and then tested. This network was 100% ac...

Newly developed multi-layer inductors on GaAs threedimensional MMICs are presented. We analyzed single-, double-, triple-, and quadruple-layer stacked-type inductors in what may be the first report on inductors on a GaAs MMIC with three or more layers. The performance of singleand multi-layer inductors was measured and calculated by electromagnetic field simulation. The multi-layer inductors pr...

Transporting Big Data requires high-speed connections between end-hosts. Research and educational networks typically are stateof-the-art networks that facilitate such high-speed user-created network connections, possibly spanning multiple domains. However, there are many different high-speed optical data plane standards and implementations, and vendors do not always create compatible data plane...