English

State Space Realization Theorems For Data Mining

Machine Learning 2009-01-20 v1 Rings and Algebras Statistics Theory Statistics Theory

Abstract

In this paper, we consider formal series associated with events, profiles derived from events, and statistical models that make predictions about events. We prove theorems about realizations for these formal series using the language and tools of Hopf algebras.

Cite

@article{arxiv.0901.2735,
  title  = {State Space Realization Theorems For Data Mining},
  author = {Robert L Grossman and Richard G Larson},
  journal= {arXiv preprint arXiv:0901.2735},
  year   = {2009}
}
R2 v1 2026-06-21T12:02:13.555Z