Search Results for author:
Found 10 papers, 5 papers with code
Spikyball sampling: Exploring large networks via an inhomogeneous filtered diffusion
Studying real-world networks such as social networks or web networks is a challenge.
Fast accuracy estimation of deep learning based multi-class musical source separation
Music source separation represents the task of extracting all the instruments from a given song.
What is Trending on Wikipedia? Capturing Trends and Language Biases Across Wikipedia Editions
In this work, we propose an automatic evaluation and comparison of the browsing behavior of Wikipedia readers that can be applied to any language editions of Wikipedia.
Social and Information Networks Computers and Society
SpectroBank: A filter-bank convolutional layer for CNN-based audio applications
This layer aims at being the input layer of convolutional neural networks for audio applications.
A Graph-structured Dataset for Wikipedia Research
It makes the parsing and extraction of relevant information cumbersome.
Anomaly detection in the dynamics of web and social networks
We define an anomaly as a localized increase in temporal activity in a cluster of nodes.
Wikipedia graph mining: dynamic structure of collective memory
The model exploits collective effect of the dynamics to discover events.
A Time-Vertex Signal Processing Framework
An emerging way to deal with high-dimensional non-euclidean data is to assume that the underlying structure can be captured by a graph.
Tracking Time-Vertex Propagation using Dynamic Graph Wavelets
Graph Signal Processing generalizes classical signal processing to signal or data indexed by the vertices of a weighted graph.
Global and Local Uncertainty Principles for Signals on Graphs
Accordingly, we suggest a new way to incorporate a notion of locality, and develop local uncertainty principles that bound the concentration of the analysis coefficients of each atom of a localized graph spectral filter frame in terms of quantities that depend on the local structure of the graph around the center vertex of the given atom.
