Searched for: subject%3A%22Graph%255C%2Bsignal%255C%2Breconstruction%22
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Yang, Maosheng (author)
This thesis consists of two parts in both data science and signal processing over graphs. In the first part of this thesis, we aim to solve the problem of graph construction in big data scenario, which is critical for practical tasks, like collaborative filtering in recommender systems, spectral embedding or clustering in learning algorithms. We...
master thesis 2020
Shen, Yanning (author), Leus, G.J.T. (author), Giannakis, Georgios B. (author)
Graphs are widely adopted for modeling complex systems, including financial, biological, and social networks. Nodes in networks usually entail attributes, such as the age or gender of users in a social network. However, real-world networks can have very large size, and nodal attributes can be unavailable to a number of nodes, e.g., due to...
journal article 2019