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Fitting aggregation functions to data: part I-linearization and regularization

Bartoszuk, Maciej, Beliakov, Gleb, Gagolewski, Marek and James, Simon 2016, Fitting aggregation functions to data: part I-linearization and regularization. In Carvalho, Joao Paulo, Lesot, Marie-Jeanne, Kaymak, Uzay, Vieira, Susana, Bouchon-Meunier, Bernadette and Yager, Ronald R. (ed), Information processing and management of uncertainty in knowledge-based systems, Springer, Berlin, Germany, pp.767-779, doi: 10.1007/978-3-319-40581-0_62.

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Title Fitting aggregation functions to data: part I-linearization and regularization
Author(s) Bartoszuk, Maciej
Beliakov, GlebORCID iD for Beliakov, Gleb orcid.org/0000-0002-9841-5292
Gagolewski, Marek
James, SimonORCID iD for James, Simon orcid.org/0000-0003-1150-0628
Title of book Information processing and management of uncertainty in knowledge-based systems
Editor(s) Carvalho, Joao Paulo
Lesot, Marie-Jeanne
Kaymak, Uzay
Vieira, Susana
Bouchon-Meunier, Bernadette
Yager, Ronald R.
Publication date 2016
Series Communications in computer and information science
Chapter number 62
Total chapters 67
Start page 767
End page 779
Total pages 12
Publisher Springer
Place of Publication Berlin, Germany
Keyword(s) aggregation functions
weighted quasi-arithmetic means
least squares fitting
regularization
linearization
Notes This publication is part II of the 16th IPMU International Conference held on 20-24 June 2016, Eindhoven, The Netherlands.
ISBN 9783319405803
9783319405810
ISSN 1865-0929
Language eng
DOI 10.1007/978-3-319-40581-0_62
Field of Research 080109 Pattern Recognition and Data Mining
Socio Economic Objective 970108 Expanding Knowledge in the Information and Computing Sciences
HERDC Research category B1 Book chapter
ERA Research output type B Book chapter
Copyright notice ©2016, Springer
Persistent URL http://hdl.handle.net/10536/DRO/DU:30085790

Document type: Book Chapter
Collection: School of Information Technology
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