Application of the Intuitionistic Fuzzy InterCriteria Analysis Method with Triples to a Neural Network Preprocessing Procedure
Joint Authors
Sotirov, Sotir
Sotirova, Evdokia
Atanassova, Vassia
Doukovska, Lyubka
Bureva, Veselina
Mavrov, Deyan
Tomov, Jivko
Source
Computational Intelligence and Neuroscience
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-08-10
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
The approach of InterCriteria Analysis (ICA) was applied for the aim of reducing the set of variables on the input of a neural network, taking into account the fact that their large number increases the number of neurons in the network, thus making them unusable for hardware implementation.
Here, for the first time, with the help of the ICA method, correlations between triples of the input parameters for training of the neural networks were obtained.
In this case, we use the approach of ICA for data preprocessing, which may yield reduction of the total time for training the neural networks, hence, the time for the network’s processing of data and images.
American Psychological Association (APA)
Sotirov, Sotir& Atanassova, Vassia& Sotirova, Evdokia& Doukovska, Lyubka& Bureva, Veselina& Mavrov, Deyan…[et al.]. 2017. Application of the Intuitionistic Fuzzy InterCriteria Analysis Method with Triples to a Neural Network Preprocessing Procedure. Computational Intelligence and Neuroscience،Vol. 2017, no. 2017, pp.1-9.
https://search.emarefa.net/detail/BIM-1139850
Modern Language Association (MLA)
Sotirov, Sotir…[et al.]. Application of the Intuitionistic Fuzzy InterCriteria Analysis Method with Triples to a Neural Network Preprocessing Procedure. Computational Intelligence and Neuroscience No. 2017 (2017), pp.1-9.
https://search.emarefa.net/detail/BIM-1139850
American Medical Association (AMA)
Sotirov, Sotir& Atanassova, Vassia& Sotirova, Evdokia& Doukovska, Lyubka& Bureva, Veselina& Mavrov, Deyan…[et al.]. Application of the Intuitionistic Fuzzy InterCriteria Analysis Method with Triples to a Neural Network Preprocessing Procedure. Computational Intelligence and Neuroscience. 2017. Vol. 2017, no. 2017, pp.1-9.
https://search.emarefa.net/detail/BIM-1139850
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1139850