Sciweavers

Free Online Productivity Tools i2Speak i2Symbol i2OCR iTex2Img iWeb2Print iWeb2Shot i2Type iPdf2Split iPdf2Merge i2Bopomofo i2Arabic i2Style i2Image i2PDF iLatex2Rtf Sci2ools

10

COMPSYSTECH
2010

favoriteEmaildiscussreport

148views Hardware» more COMPSYSTECH 2010»

Integration of neural networks and expert systems for time series prediction

13 years 1 months ago

Integration of neural networks and expert systems for time series prediction

Download www.iit.bas.bg

: In this paper an approach for development of univariate time series prediction library in Java and its integration with an existing CLIPS related system is presented .A backpropagation neural network based forecaster is provided in the current version of the library. The connection between Java and CLIPS is realized by Java Native Interface (JNI) and CLIPS user defined functions. The expert system is used to construct the object structure, configure and fit the prediction model, thus reducing user expertize requirements and allowing for complete automation. Key words: Neural Network, Expert System, Rule Based System, Time Series, Prediction, Java Native Interface, JNI, CLIPS.

Ventsislav Nikolov, Valeri Bogdanov

Real-time Traffic

COMPSYSTECH 2010 | Hardware | Java Native Interface | Neural Network | Time Series |

claim paper

Related Content

» Input Window Size and Neural Network Predictors

» Neural Network Ensembles for Time Series Prediction

» A Neural Network Scheme for LongTerm Forecasting of Chaotic Time Series

» Input Selection for LongTerm Prediction of Time Series

» LongTerm Prediction Chaos and Artificial Neural Networks Where is the Meeting Point

» Learning to imitate stochastic time series in a compositional way by chaos

» Generalized Relevance LVQ for Time Series

» A ConstructiveFuzzy System Modeling for Time Series Forecasting

» Equivalences between neuralautoregressive time series models and fuzzy systems

Post Info
More Details (n/a)

Added	21 Mar 2011
Updated	21 Mar 2011
Type	Journal
Year	2010
Where	COMPSYSTECH
Authors	Ventsislav Nikolov, Valeri Bogdanov

Comments (0)