75 citations · 286 across the 37 of their papers we have counts for
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A Recurrent Graph Neural Network for Multi-Relational Data
Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis
The era of data deluge has sparked the interest in graph-based learning methods in a number of disciplines such as sociology, biology, neuroscience, or engineering. In this paper,…
Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection
Vassilis N. Ioannidis, Ahmed S. Zamzam, Georgios B. Giannakis +1
Joint analysis of data from multiple information repositories facilitates uncovering the underlying structure in heterogeneous datasets. Single and coupled matrix-tensor factorizat…
Semi-Blind Inference of Topologies and Dynamical Processes over Graphs
Vassilis N. Ioannidis, Yanning Shen, Georgios B. Giannakis
Network science provides valuable insights across numerous disciplines including sociology, biology, neuroscience and engineering. A task of major practical importance in these app…