A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets
- Author
- FERNANDEZ, Alberto1 ; GARCIA, Salvador1 ; DEL JESUS, Maria José2 ; HERRERA, Francisco1
[1] Department of Computer Science und A.l., University of Granada, Spain
[2] Department of Computer Science, University of Jaén, Spain - Source
Fuzzy sets and systems. 2008, Vol 159, Num 18, pp 2378-2398, 21 p ; ref : 49 ref
- CODEN
- FSSYD8
- ISSN
- 0165-0114
- Scientific domain
- Control theory, operational research; Computer science; Mathematics
- Publisher
- Elsevier, Amsterdam
- Publication country
- Netherlands
- Document type
- Article
- Language
- English
- Author keyword
- Conjunction operators Fuzzy reasoning method Fuzzy rule based classification systems Imbalance class problem Imbalanced data-sets Instance selection: Over-sampling Rule weights
- Keyword (fr)
- Classification Echantillonnage Ensemble flou Ingénierie Partition Raisonnement Système flou Traitement information 05Bxx
- Keyword (en)
- Classification Sampling Fuzzy set Engineering Partition Reasoning Fuzzy system Information processing
- Keyword (es)
- Clasificación Muestreo Conjunto difuso Ingeniería Partición Razonamiento Sistema difuso Procesamiento información
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02A Theoretical computing / 001D02A08 Miscellaneous
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02D Control theory. Systems / 001D02D02 System theory
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D03 Electronics / 001D03G Electric, optical and optoelectronic circuits / 001D03G02 Circuit properties / 001D03G02A Electronic circuits / 001D03G02A6 Digital circuits
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A02 Mathematical methods
- Discipline
- Computer science : theoretical automation and systems Electronics Telecommunications and information theory
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 20538941
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1016/j.fss.2007.12.023 
https://dx.doi.org/10.1016/j.fss.2007.12.023
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