487 citations · 504 across the 2 of their papers we have counts for
2 papers
cs.AI2013★ 487 cited
Tractable Inference for Complex Stochastic Processes
Xavier Boyen, Daphne Koller
The monitoring and control of any dynamic system depends crucially on the ability to reason about its current status and its future trajectory. In the case of a stochastic system,…
cs.AI2013★ 17 cited
Discovering the Hidden Structure of Complex Dynamic Systems
Xavier Boyen, Nir Friedman, Daphne Koller
Dynamic Bayesian networks provide a compact and natural representation for complex dynamic systems. However, in many cases, there is no expert available from whom a model can be el…