Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 9 of 9 for “"Multi-layer Networks"”.
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Community Detection in Multi-Layer Networks
… of the current thesis we review and analyse networks that are formed by nodes with several attributes. We suppose that different layers of communities are embedded in such networks, besides each of the layers is connected with nodes' attributes. For example, examine one of a variety of online …
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End-to-end provisioning in multi-domain/multi-layer networks
… in high-speed networking technologies. At the Layer 1 fiber-optic level, dense wavelength division multiplexing (DWDM) has seen fast growth in long-haul backbone/metro sectors. At the Layer 1.5 level, revamped next-generation SONET/SDH (NGS) has gained strong traction in the metro space, as a …
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Consistent community detection in uni-layer and multi-layer networks
… relations or interactions among the entities. Networks are flexible frameworks that can model many complex systems. In the majority of the network examples dealt with in the literature, the relations between nodes are assumed to be of the same type such as web page linkage, friendship, …
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Using orthogonal arrays to train artificial neural networks.
… Arrays for the training of Artificial Neural Networks. Such arrays are popularly used in system optimisation and are known as Taguchi Methods. The chief advantage of the method is that the network can learn quickly. Fast training methods may be used in certain Control Systems and it has been …
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A constructive learning algorithm based on back-propagation
… are been a resurgence of interest in the neural networks field in recent years, provoked in part by the discovery of the properties of multi-layer networks. This interest has in turn raised questions about the possibility of making neural network behaviour more adaptive by automating some of the …
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Approximate likelihood for dependent networks and hyperlink predictions
… proposed method to agricultural product trading networks from different countries. In the second part, we focus on the joint prediction of pairwise link and hyperlink under multi-layer networks to incorporate high-order relations in network, which are not considered in the traditional graph …
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Statistical inference for complex networks
… represent relationships among these entities. Networks and relational data arise in various areas of research, such as neuroscience, biology, computer science, and social science. In the past two decades, a large number of statistical methods have been proposed for modeling such relational …
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Design of Multi-layer Telecommunication Networks: Fairness, Resilience, and Load Balancing
… for network operators in planning core networks and calls for efficient network planning and optimization tools. Optimization models underlying such tools are developed in this thesis. We study a number of single and two-layer core network design problems defined as mathematical …