Network Clustering Via Kernel-ARMA Modeling and the Grassmannian The Brain-Network Case

no code implementations • 18 Feb 2020 • Cong Ye, Konstantinos Slavakis, Pratik V. Patil, Johan Nakuci, Sarah F. Muldoon, John Medaglia

This paper introduces a clustering framework for networks with nodes annotated with time-series data.

Clustering Community Detection +3

Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian

no code implementations • 5 Jun 2019 • Cong Ye, Konstantinos Slavakis, Pratik V. Patil, Sarah F. Muldoon, John Medaglia

Recent advances in neuroscience and in the technology of functional magnetic resonance imaging (fMRI) and electro-encephalography (EEG) have propelled a growing interest in brain-network clustering via time-series analysis.

Clustering Community Detection +4