Online cost-sensitive neural network classifiers for non-stationary and imbalanced data streams
- Author
- GHAZIKHANI, Adel1 ; MONSEFI, Reza1 ; HADI SADOGHI YAZDI1
[1] Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran, Islamic Republic of - Source
Neural computing & applications (Print). 2013, Vol 23, Num 5, pp 1283-1295, 13 p ; ref : 30 ref
- ISSN
- 0941-0643
- Scientific domain
- Computer science; Neurology
- Publisher
- Springer, London
- Publication country
- United Kingdom
- Document type
- Article
- Language
- English
- Author keyword
- Concept drift Cost-sensitive learning Data stream classification Imbalanced data One-layer neural network Online classification
- Keyword (fr)
- Algorithme en ligne Analyse conceptuelle Analyse donnée Analyse statistique Condition non stationnaire Coût Efficacité Modélisation Multiplicité Méthode adaptative Métrique Procédé discontinu Réseau neuronal Signal faible Système paramètre variable Transmission en continu Classification multiple
- Keyword (en)
- Online algorithm Conceptual analysis Data analysis Statistical analysis Non stationary condition Costs Efficiency Modeling Multiplicity Adaptive method Metric Batch process Neural network Small signal Time varying system Streaming Multiple classification
- Keyword (es)
- Algoritmo en línea Análisis conceptual Análisis datos Análisis estadístico Condición no estacionaria Coste Eficacia Modelización Multiplicidad Método adaptativo Métrico Procedimiento discontínuo Red neuronal Señal débil Sistema parámetro variable Transmisión fluyente clasificación múltiple
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B04 Computer systems and distributed systems. User interface
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B07 Memory organisation. Data processing / 001D02B07B Data processing. List processing. Character string processing
- Discipline
- Computer science : theoretical automation and systems
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 27774981
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
10.1007/s00521-012-1071-6 
https://dx.doi.org/10.1007/s00521-012-1071-6
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