Spikyball sampling: Exploring large networks via an inhomogeneous filtered diffusion

1 code implementation • 22 Oct 2020 • Benjamin Ricaud, Nicolas Aspert, Volodymyr Miz

Studying real-world networks such as social networks or web networks is a challenge.

What is Trending on Wikipedia? Capturing Trends and Language Biases Across Wikipedia Editions

1 code implementation • 17 Feb 2020 • Volodymyr Miz, Joëlle Hanna, Nicolas Aspert, Benjamin Ricaud, Pierre Vandergheynst

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

no code implementations • 25 Sep 2019 • Helena Peic Tukuljac, Benjamin Ricaud, Nicolas Aspert, Pierre Vandergheynst

This layer aims at being the input layer of convolutional neural networks for audio applications.

Audio Classification

A Graph-structured Dataset for Wikipedia Research

1 code implementation • 20 Mar 2019 • Nicolas Aspert, Volodymyr Miz, Benjamin Ricaud, Pierre Vandergheynst

It makes the parsing and extraction of relevant information cumbersome.