A novel incremental rough set-based pseudo outer-product with ensemble learning (ieRSPOP) neuro-fuzzy system for forecasting volatility

A novel incremental rough set-based pseudo outer-product with ensemble learning (ieRSPOP) neuro-fuzzy system for forecasting volatility

The rough set pseudo outer-product fuzzy neural network (RSPOP FNN) is a member of the POPFNN family known for high accuracy and interpretability, and also uses rough set theory to perform attribute and rule reduction. An incrementalensemble RSPOP FNN, named ieRSPOP, is proposed and implemented i...

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Bibliographic Details
Main Author: Tor Das, Ronald.
Other Authors: Quek Hiok Chai
Format: Final Year Project (FYP)
Language:English
Published: 2010
Subjects:
DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Online Access:http://hdl.handle.net/10356/40102

Internet

http://hdl.handle.net/10356/40102

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