Source Themes

Dynamic Spatial-Independent-Component-Analysis-Based Abnormality Localization for Distributed Parameter Systems

In this work, a novel data-driven approach is proposed for abnormality localization of DPSs motivated by the spatial independent component analysis (SICA) used in functional Magnetic Resonance Imaging (fMRI).

Abnormal Source Identification for Parabolic Distributed Parameter Systems

In this work, we make the first attempt to solve the interesting yet challenging problem, i.e., identification of spatio-temporal source with unknown shape function using the idea of adaptive observers.

A Unified Framework of Epidemic Spreading Prediction by Empirical Mode Decomposition- Based Ensemble Learning Techniques

In this work, a unified framework is proposed by us to predict epidemic spreading scale on networks using ensemble learning techniques.