@inproceedings{0584af450ad64096a2e4337020567ca0,
title = "Deterministic annealing integrated with ε-insensitive learning in neuro-fuzzy systems",
abstract = "In this paper a new method of parameters estimation for neuro-fuzzy system with parameterized consequents is presented. The novelty of the learning algorithm consists of an application of the deterministic annealing method integrated with ε-insensitive learning. This method allows to improve neuro-fuzzy modeling quality in the sense of an increase in generalization ability and outliers robustness. To demonstrate performance of the proposed procedure two numerical experiments concerning benchmark problems of prediction and identification are given.",
author = "Robert Czaba{\'n}ski",
year = "2006",
doi = "10.1007/11785231\_24",
language = "English",
isbn = "3540357483",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "220--229",
booktitle = "Artificial Intelligence and Soft Computing - ICAISC 2006 - 8th International Conference, Proceedings",
address = "Germany",
note = "8th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2006 ; Conference date: 25-06-2006 Through 29-06-2006",
}