@inproceedings{f7f3306a67ee4f84ae99920ca90e5ff8,
title = "Interpretability in Fuzzy Systems Optimization: A Topological Approach",
abstract = "When dealing with complex problems, it is often the case that fuzzy systems must undergo an optimization process. During this process, the preservation of interpretability is a major concern. Here we present a new mathematical framework to analyze the notion of interpretability of a fuzzy partition, and a generic algorithm to preserve it. This approach is rather flexible and it helps to highly automatize the optimization process. Some tools come from the field of algebraic topology.",
keywords = "algebraic topology, fuzzy partition, fuzzy system, interpretability, optimization, tuning",
author = "{de Aldama}, Ricardo and Micha{\"e}l Aupetit",
year = "2014",
doi = "10.1007/978-3-319-08795-5_60",
language = "English",
isbn = "9783319087948",
series = "Communications in Computer and Information Science",
publisher = "Springer Verlag",
number = "PART 1",
pages = "588--597",
booktitle = "Information Processing and Management of Uncertainty in Knowledge-Based Systems - 15th International Conference, IPMU 2014, Proceedings",
address = "Germany",
edition = "PART 1",
note = "15th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems, IPMU 2014 ; Conference date: 15-07-2014 Through 19-07-2014",
}