Kirell Benzi

Principal Patterns on Graphs: Discovering Coherent Structures in Datasets

Pierre Vandergheynst, Benjamin Ricaud, Kirell Benzi, 2015, IEEE Transactions on Signal and Information Processing over Networks.

Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems

Xavier Bresson, Jean-Philippe Thiran, Pierre Vandergheynst, 2017, NeuroImage.

Song recommendation with non-negative matrix factorization and graph total variation

Xavier Bresson, Pierre Vandergheynst, Vassilis Kalofolias, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

FMA: A Dataset for Music Analysis pdf

Xavier Bresson, Pierre Vandergheynst, Michael Defferrard, 2016, ISMIR.

Anomaly Detection in the Dynamics of Web and Social Networks Using Associative Memory

Pierre Vandergheynst, Benjamin Ricaud, Volodymyr Miz, 2019, WWW.