Konferenční příspěvek

Ettler P., Kárný M.

ICINCO 2005 - Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics

INSTICC

Barcelona, Spain

2005

66-70

972-8865-31-7

Dr. Ing. Pavel Ettler (COMPUREG Plzeň, s. r. o.)

System identification, prediction, probabilistic mixtures, d

Identification and Prediction of Multiple Short Records by Dynamic Bayesian Mixtures [file]

Prezentace příspěvku na ICINCO 2005 [file]

A short data record is not suitable for proper identification of system model which is necessary for reliable data prediction. The idea consists in utilization of multiple similar short data records for identification of a dynamic Bayesian mixture. The mixture is used for prediction according to one of three methods described. Simulated and real data examples illustrate the methods.