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Authors: Silvana Badaloni ; Marco Falda ; Paolo Massignan and Francesco Sambo

Affiliation: University of Padova, Italy

ISBN: 978-989-674-014-6

Keyword(s): Fuzzy Mutual Information, Conditional Uncertainty, Reverse Engineering.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Fuzzy Information Processing, Fusion, Text Mining ; Fuzzy Information Retrieval and Data Mining ; Fuzzy Systems ; Soft Computing

Abstract: The aim of this work is to provide a new definition of Mutual Information using concepts from Fuzzy Sets theory. With this approach, we extended the model on which the well-known REVEAL algorithm for Reverse Engineering of gene regulatory networks is based and we designed a new flexible version of it, called FuzzyReveal. The predictive power of our new version of the algorithm is promising, being comparable with a state-of-the-art algorithm on a set of simulated problems.

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Paper citation in several formats:
Badaloni S., Falda M., Massignan P. and Sambo F. (2009). FUZZY MUTUAL INFORMATION FOR REVERSE ENGINEERING OF GENE REGULATORY NETWORKS.In Proceedings of the International Joint Conference on Computational Intelligence - Volume 1: ICFC, (IJCCI 2009) ISBN 978-989-674-014-6, pages 25-30. DOI: 10.5220/0002318800250030

@conference{icfc09,
author={Silvana Badaloni and Marco Falda and Paolo Massignan and Francesco Sambo},
title={FUZZY MUTUAL INFORMATION FOR REVERSE ENGINEERING OF GENE REGULATORY NETWORKS},
booktitle={Proceedings of the International Joint Conference on Computational Intelligence - Volume 1: ICFC, (IJCCI 2009)},
year={2009},
pages={25-30},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002318800250030},
isbn={978-989-674-014-6},
}

TY - CONF

JO - Proceedings of the International Joint Conference on Computational Intelligence - Volume 1: ICFC, (IJCCI 2009)
TI - FUZZY MUTUAL INFORMATION FOR REVERSE ENGINEERING OF GENE REGULATORY NETWORKS
SN - 978-989-674-014-6
AU - Badaloni S.
AU - Falda M.
AU - Massignan P.
AU - Sambo F.
PY - 2009
SP - 25
EP - 30
DO - 10.5220/0002318800250030

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