Modern society is interested in capturing high-resolution and fine-quali...
Fraud detection is a challenging task due to the changing nature of frau...
Financial markets are highly complex and volatile; thus, learning about ...
As quotidian use of sophisticated cameras surges, people in modern socie...
Classical methods of solving spatiotemporal dynamical systems include
st...
Learning dynamics of collectively moving agents such as fish or humans i...
With the sophisticated modern technology in the camera industry, the dem...
Nonlinear dimensionality reduction or, equivalently, the approximation o...
Existing dimensionality reduction methods are adept at revealing hidden
...
If a given behavior of a multi-agent system restricts the phase variable...
While the existence of low-dimensional embedding manifolds has been show...
Collective motion of animal groups often undergoes changes due to
pertur...