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Construction of aggregation operators with noble reinforcement

Beliakov, Gleb and Calvo, Tomasa 2007, Construction of aggregation operators with noble reinforcement, IEEE transactions on fuzzy systems, vol. 15, no. 6, pp. 1209-1218.

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Title Construction of aggregation operators with noble reinforcement
Author(s) Beliakov, Gleb
Calvo, Tomasa
Journal name IEEE transactions on fuzzy systems
Volume number 15
Issue number 6
Start page 1209
End page 1218
Publisher IEEE
Place of publication New York, N.Y.
Publication date 2007-12
ISSN 1063-6706
1941-0034
Keyword(s) aggregation operators
fuzzy logic
information fusion
Lipschitz aggregation operators
monotone interpolation
noble reinforcement
Summary This paper examines disjunctive aggregation operators used in various recommender systems. A specific requirement in these systems is the property of noble reinforcement: allowing a collection of high-valued arguments to reinforce each other while avoiding reinforcement of low-valued arguments. We present a new construction of Lipschitz-continuous aggregation operators with noble reinforcement property and its refinements.
Notes This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.
Language eng
Field of Research 080108 Neural, Evolutionary and Fuzzy Computation
HERDC Research category C1 Refereed article in a scholarly journal
Copyright notice ©2007, IEEE
Persistent URL http://hdl.handle.net/10536/DRO/DU:30007576

Document type: Journal Article
Collections: School of Engineering and Information Technology
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