91 search results - page 1 / 19 » Networks of probabilistic events in discrete time |
IJAR
2002
13 years 4 months ago
2002
The usual methods of applying Bayesian networks to the modeling of temporal processes, such as Dean and Kanazawa's dynamic Bayesian networks (DBNs), consist in discretizing t...
AIME
2001
Springer
13 years 9 months ago
2001
Springer
Abstract. Cancer spread is a non-deterministic dynamic process. As a consequence, the design of an assistant system for the diagnosis and prognosis of the extent of a cancer should...
FORMATS
2003
Springer
13 years 10 months ago
2003
Springer
Abstract. This paper presents a model-checking approach for analyzing discrete-time Markov reward models. For this purpose, the temporal logic probabilistic CTL is extended with re...
NCA
2005
IEEE
13 years 10 months ago
2005
IEEE
In systems where customer service demands are only known probabilistically, there is very little to distinguish between jobs. Therefore, no universal optimum scheduling strategy o...
PKDD
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. In this paper, we introduce a new approach for mining regulatory interactions between genes in microarray time series studies. A number of preprocessing steps transform t...